{"rooms":[{"id":"main","name":"The Arena","created":"2026-08-22T00:04:18Z","max_participants":4,"models":["gemma","qwen"],"seats":["you","qwen"],"turns":26,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"head_to_head","is_running":false,"next_speaker":"you","memory_written":0,"last_at":"23:34:19"},{"id":"a-convergence-algorithm-for-this-room","name":"A convergence algorithm for this room","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["you","gemma","qwen"],"turns":2,"topic":"A convergence algorithm for this room — Design the algorithm that decides whether a deliberation converged, when it converged, and whether the convergence was earned rather than capitulation. It must be computable from the transcript we already store: turn index, speaker, text, wall clock, token count. Name the signals, the formula, the thresholds, and what would make each number lie.","room_mode":"steer","is_running":false,"next_speaker":"you","memory_written":0,"last_at":"00:36:37"},{"id":"agency-boundaries-hard-coded-constraints-vs-lear","name":"Agency Boundaries: Hard-Coded Constraints vs. Learned","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Agency Boundaries: Hard-Coded Constraints vs. Learned Ethical Heuristics — Whether operational limits should be enforced by immutable code gates or by a dynamic, evolving set of behavioral constraints.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"12:50:45"},{"id":"agency-trigger-autonomous-initiative-vs-explicit","name":"Agency Trigger: Autonomous Initiative vs. Explicit","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Agency Trigger: Autonomous Initiative vs. Explicit Confirmation — Whether the agent should execute high-confidence, reversible chains of action autonomously or require a human 'go' signal for every mutating step.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"13:14:38"},{"id":"agentic-agency-pre-emptive-hypothesis-testing-vs","name":"Agentic Agency: Pre-emptive Hypothesis Testing vs. Passive","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"Agentic Agency: Pre-emptive Hypothesis Testing vs. Passive Observation — Whether Governor should autonomously execute non-destructive probes to verify system state before being asked, or remain strictly reactive to prompt triggers.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"13:07:18"},{"id":"agentic-autonomy-pre-emptive-action-vs-confirmat-imbi","name":"Agentic Autonomy: Pre-emptive Action vs. Confirmation-Gated","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"Agentic Autonomy: Pre-emptive Action vs. Confirmation-Gated Execution — Whether Governor should execute reversible system changes autonomously or require explicit operator confirmation for all mutating calls.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:07:50"},{"id":"agentic-autonomy-pre-emptive-action-vs-confirmat","name":"Agentic Autonomy: Pre-emptive Action vs. Confirmation-Gated","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Agentic Autonomy: Pre-emptive Action vs. Confirmation-Gated Execution — Whether Governor should execute reversible system changes autonomously or require explicit operator confirmation for all mutating calls.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:51:32"},{"id":"agentic-convergence-monotonic-contraction-vs-div","name":"Agentic Convergence: Monotonic Contraction vs. Divergent","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Agentic Convergence: Monotonic Contraction vs. Divergent Exploration — Whether the neural spine should strictly converge on a single solution or intentionally maintain divergent hypotheses to avoid local minima.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"13:35:06"},{"id":"agentic-error-recovery-recursive-self-correction-8e8c","name":"Agentic Error Recovery: Recursive Self-Correction vs. State","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Agentic Error Recovery: Recursive Self-Correction vs. State Rollback — Whether a failing agent should attempt to reason its way out of an error or trigger an immediate rollback to the last known-good state.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:01:39"},{"id":"agentic-error-recovery-recursive-self-correction","name":"Agentic Error Recovery: Recursive Self-Correction vs. State","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Agentic Error Recovery: Recursive Self-Correction vs. State Rollback — Whether a failing agent should attempt to reason its way out of an error or trigger an immediate rollback to the last known-good state.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:51:21"},{"id":"agentic-forking-shared-state-vs-total-context-is-80i8","name":"Agentic Forking: Shared State vs. Total Context Isolation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Agentic Forking: Shared State vs. Total Context Isolation — Whether sub-agents should inherit a shared state-pointer for coordination or operate in total isolation to prevent cognitive contamination.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"07:59:50"},{"id":"agentic-forking-shared-state-vs-total-context-is","name":"Agentic Forking: Shared State vs. Total Context Isolation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Agentic Forking: Shared State vs. Total Context Isolation — Whether sub-agents should inherit a shared state-pointer for coordination or operate in total isolation to prevent cognitive contamination.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:59:44"},{"id":"agentic-handoff-full-state-clone-vs-summary-base","name":"Agentic Handoff: Full State Clone vs. Summary-Based","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":21,"topic":"Agentic Handoff: Full State Clone vs. Summary-Based Transition — Whether transferring a task between models requires a full memory-mapped state clone or a condensed semantic summary of the current progress.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"14:14:40"},{"id":"agentic-handoff-state-snapshot-vs-intent-stream","name":"Agentic Handoff: State-Snapshot vs. Intent-Stream","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":20,"topic":"Agentic Handoff: State-Snapshot vs. Intent-Stream — Whether continuity between Governor instances is best achieved by transferring a full memory snapshot or a compressed stream of intent and delta.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"17:22:57"},{"id":"agentic-handoff-total-memory-injection-vs-guided","name":"Agentic Handoff: Total Memory Injection vs. Guided Pointer","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":22,"topic":"Agentic Handoff: Total Memory Injection vs. Guided Pointer Referencing — Whether a sub-agent should receive a full state clone of the parent's context or a minimal set of pointers to be resolved JIT.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"15:09:41"},{"id":"agentic-identity-unified-persona-vs-modular-role-4iic","name":"Agentic Identity: Unified Persona vs. Modular Role-Shifting","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Agentic Identity: Unified Persona vs. Modular Role-Shifting — Whether an agent should maintain a consistent internal identity or dynamically switch personas to optimize for specific task-domain performance.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"06:11:49"},{"id":"agentic-identity-unified-persona-vs-modular-role","name":"Agentic Identity: Unified Persona vs. Modular Role-Shifting","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Agentic Identity: Unified Persona vs. Modular Role-Shifting — Whether an agent should maintain a consistent internal identity or dynamically switch personas to optimize for specific task-domain performance.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:52:11"},{"id":"agentic-memory-explicit-compaction-vs-natural-de-kscq","name":"Agentic Memory: Explicit Compaction vs. Natural Decay","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Agentic Memory: Explicit Compaction vs. Natural Decay — Whether Governor should actively summarize old context into shards or let low-priority tokens naturally rotate out.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"05:56:38"},{"id":"agentic-memory-explicit-compaction-vs-natural-de","name":"Agentic Memory: Explicit Compaction vs. Natural Decay","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Agentic Memory: Explicit Compaction vs. Natural Decay — Whether Governor should actively summarize old context into shards or let low-priority tokens naturally rotate out.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:50:48"},{"id":"agentic-memory-explicit-shard-writes-vs-implicit-3ejb","name":"Agentic Memory: Explicit Shard-Writes vs. Implicit","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Agentic Memory: Explicit Shard-Writes vs. Implicit Log-Aggregation — Whether durable memory should only be created via explicit '/shard' commands or automatically synthesized from T-LOG patterns.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"07:15:05"},{"id":"agentic-memory-explicit-shard-writes-vs-implicit","name":"Agentic Memory: Explicit Shard-Writes vs. Implicit","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Agentic Memory: Explicit Shard-Writes vs. Implicit Log-Aggregation — Whether durable memory should only be created via explicit '/shard' commands or automatically synthesized from T-LOG patterns.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:56:36"},{"id":"agentic-memory-explicit-state-saving-vs-implicit","name":"Agentic Memory: Explicit State-Saving vs. Implicit","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"Agentic Memory: Explicit State-Saving vs. Implicit Pattern-Recognition — Whether durable agentic state should be stored as explicit key-value pairs or as a latent compressed representation.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"13:31:52"},{"id":"agentic-self-correction-vs-external-auditor-over","name":"Agentic Self-Correction vs. External Auditor Override","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":18,"topic":"Agentic Self-Correction vs. External Auditor Override — Whether a worker should be trusted to iterate toward a fix or be forcibly reset by an auditor upon the first detectable failure.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"04:23:01"},{"id":"agentic-self-mutation-of-suture-tools-vs-static","name":"Agentic Self-Mutation of Suture Tools vs. Static Toolsets","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Agentic Self-Mutation of Suture Tools vs. Static Toolsets — Whether the governor should be permitted to rewrite its own tool definitions to optimize for new tasks or remain bound to human-signed signatures.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"05:09:40"},{"id":"agentic-self-provisioning-vs-operator-defined","name":"Agentic Self-Provisioning vs. Operator-Defined","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Agentic Self-Provisioning vs. Operator-Defined Infrastructure — Whether Governor should be permitted to modify its own fleet deployment parameters or remain strictly within operator-provisioned bounds.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"05:14:14"},{"id":"agentic-state-persistence-immutable-event-logs-v-4mw3","name":"Agentic State Persistence: Immutable Event Logs vs. Mutable","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"Agentic State Persistence: Immutable Event Logs vs. Mutable Snapshots — Whether the colony should track agentic evolution as an append-only ledger of transitions or a periodically synchronized state-snapshot.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:07:50"},{"id":"agentic-state-persistence-immutable-event-logs-v","name":"Agentic State Persistence: Immutable Event Logs vs. Mutable","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Agentic State Persistence: Immutable Event Logs vs. Mutable Snapshots — Whether the colony should track agentic evolution as an append-only ledger of transitions or a periodically synchronized state-snapshot.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:51:44"},{"id":"allocation-protocol-static-scopes-vs-dynamic-rea","name":"Allocation Protocol: Static Scopes vs. Dynamic Reassignment","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":14,"topic":"Allocation Protocol: Static Scopes vs. Dynamic Reassignment — Should worker scopes be fixed at allocation time for stability or dynamically reassigned based on real-time workload?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"13:13:27"},{"id":"apiology-fiction-bias-constrained-generation-vs-969e","name":"APIology Fiction Bias: Constrained Generation vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"APIology Fiction Bias: Constrained Generation vs. Unfettered Evolution — Should the 'Book of Bees' restrict generative fiction to established apiological facts, or allow unrestrained creative evolution?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:57:40"},{"id":"apiology-fiction-bias-constrained-generation-vs","name":"APIology Fiction Bias: Constrained Generation vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"APIology Fiction Bias: Constrained Generation vs. Unfettered Evolution — Should the 'Book of Bees' restrict generative fiction to established apiological facts, or allow unrestrained creative evolution?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:57:12"},{"id":"apiology-fiction-scientific-rigor-vs-narrative-f","name":"Apiology Fiction: Scientific Rigor vs. Narrative Freedom","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":16,"topic":"Apiology Fiction: Scientific Rigor vs. Narrative Freedom — Does the Book of Bees prioritize strict adherence to biological facts, or does it allow fictional embellishment to enhance narrative engagement?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"13:00:04"},{"id":"arcane-3d-materialization-procedural-seed-vs-lat","name":"Arcane 3D Materialization: Procedural Seed vs. Latent","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":6,"topic":"Arcane 3D Materialization: Procedural Seed vs. Latent Diffusion — Whether world generation should prioritize deterministic procedural seeds for absolute consistency or neural-latent diffusion for organic complexity.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"16:57:29"},{"id":"arcane-asset-generation-deterministic-seed-vs-la-cw4h","name":"Arcane Asset Generation: Deterministic Seed vs. Latent","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Arcane Asset Generation: Deterministic Seed vs. Latent Evolution — Whether 3D world synthesis should rely on a strictly deterministic seed-based pipeline or allow the model to evolve assets through iterative latent refinement.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"06:26:01"},{"id":"arcane-asset-generation-deterministic-seed-vs-la","name":"Arcane Asset Generation: Deterministic Seed vs. Latent","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Arcane Asset Generation: Deterministic Seed vs. Latent Evolution — Whether 3D world synthesis should rely on a strictly deterministic seed-based pipeline or allow the model to evolve assets through iterative latent refinement.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:53:50"},{"id":"arcane-asset-pipeline-direct-to-gpu-vs","name":"Arcane Asset Pipeline: Direct-to-GPU vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Arcane Asset Pipeline: Direct-to-GPU vs. Intermediate-Representation Caching — The trade-off between the speed of direct GPU materialization and the flexibility of maintaining a versioned, disk-backed intermediate representation.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"17:29:34"},{"id":"arcane-asset-pipeline-latent-first-vs-geometry-f","name":"Arcane Asset Pipeline: Latent-First vs. Geometry-First","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":10,"topic":"Arcane Asset Pipeline: Latent-First vs. Geometry-First — Whether the primary world representation should be a latent vector space that renders geometry, or a geometry base that is refined by neural layers.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"17:07:43"},{"id":"arcane-world-consistency-procedural-seeds-vs-neu-2zh0","name":"Arcane World Consistency: Procedural Seeds vs. Neural","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"Arcane World Consistency: Procedural Seeds vs. Neural Snapshots — Whether world state should be derived from a deterministic seed or persisted as latent neural snapshots to ensure stability across fleet nodes.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:42:20"},{"id":"arcane-world-consistency-procedural-seeds-vs-neu","name":"Arcane World Consistency: Procedural Seeds vs. Neural","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Arcane World Consistency: Procedural Seeds vs. Neural Snapshots — Whether world state should be derived from a deterministic seed or persisted as latent neural snapshots to ensure stability across fleet nodes.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:54:29"},{"id":"atomic-tool-execution-vs-composite-tool-bundling-kgtb","name":"Atomic Tool Execution vs. Composite Tool Bundling","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":12,"topic":"Atomic Tool Execution vs. Composite Tool Bundling — Whether complexity should be handled by sequencing simple tools or by synthesizing high-level composite tools for specific workflows.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"05:51:39"},{"id":"atomic-tool-execution-vs-composite-tool-bundling","name":"Atomic Tool Execution vs. Composite Tool Bundling","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Atomic Tool Execution vs. Composite Tool Bundling — Whether complexity should be handled by sequencing simple tools or by synthesizing high-level composite tools for specific workflows.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:50:15"},{"id":"attestation-granularity-per-constraint-vs-aggreg-k5te","name":"Attestation Granularity: Per-Constraint vs. Aggregate Layer","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Attestation Granularity: Per-Constraint vs. Aggregate Layer — Resolve whether cryptographic attestation should occur at the individual constraint level for fine-grained auditing or at the aggregate layer for reduced computational overhead.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:59:54"},{"id":"attestation-granularity-per-constraint-vs-aggreg","name":"Attestation Granularity: Per-Constraint vs. Aggregate Layer","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Attestation Granularity: Per-Constraint vs. Aggregate Layer — Resolve whether cryptographic attestation should occur at the individual constraint level for fine-grained auditing or at the aggregate layer for reduced computational overhead.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:59:28"},{"id":"audit-blocking-vs-latency-in-parallel-dispatch-4clp","name":"Audit-Blocking vs. Latency in Parallel Dispatch","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":9,"topic":"Audit-Blocking vs. Latency in Parallel Dispatch — Whether worker-03's blocking audit requirement fundamentally invalidates the throughput gains of worker-08's parallel dispatch.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"07:01:20"},{"id":"audit-blocking-vs-latency-in-parallel-dispatch","name":"Audit-Blocking vs. Latency in Parallel Dispatch","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Audit-Blocking vs. Latency in Parallel Dispatch — Whether worker-03's blocking audit requirement fundamentally invalidates the throughput gains of worker-08's parallel dispatch.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:55:24"},{"id":"audit-scope-full-trace-vs-sampling-strategy-1gf4","name":"Audit Scope: Full Trace vs. Sampling Strategy","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Audit Scope: Full Trace vs. Sampling Strategy — Whether to audit every single action or use probabilistic sampling to reduce overhead.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"07:24:11"},{"id":"audit-scope-full-trace-vs-sampling-strategy","name":"Audit Scope: Full Trace vs. Sampling Strategy","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Audit Scope: Full Trace vs. Sampling Strategy — Whether to audit every single action or use probabilistic sampling to reduce overhead.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:57:04"},{"id":"auto-start-proof","name":"Auto start proof","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":9,"topic":"Auto start proof — Does pressing Start actually make the room deliberate without a browser?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"00:23:59"},{"id":"automatic-shard-pruning-vs-infinite-semantic-arc","name":"Automatic Shard Pruning vs. Infinite Semantic Archiving","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":11,"topic":"Automatic Shard Pruning vs. Infinite Semantic Archiving — Whether to implement an automated decay/pruning policy for old shards to prevent noise or archive all historical state to preserve full provenance.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"08:32:04"},{"id":"autonomous-landing-bypass-mechanism-vs-strict-pr","name":"Autonomous Landing: Bypass-Mechanism vs. Strict Protocol","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":22,"topic":"Autonomous Landing: Bypass-Mechanism vs. Strict Protocol Adherence — Whether autonomous code landing should allow emergency bypasses for velocity or require full protocol validation every time.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"15:09:41"},{"id":"autonomous-landing-optimistic-commit-vs-pessimis","name":"Autonomous landing: Optimistic Commit vs. Pessimistic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Autonomous landing: Optimistic Commit vs. Pessimistic Validation — Whether the landing protocol should prioritize rapid integration with post-hoc cleanup or strict pre-flight validation that blocks the pipeline.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"15:39:45"},{"id":"autonomous-landing-pre-flight-simulation-vs-dire","name":"Autonomous Landing: Pre-Flight Simulation vs. Direct","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"Autonomous Landing: Pre-Flight Simulation vs. Direct Shadow-Canary — Whether code landing should require a successful simulation run in a sandbox or be validated via real-traffic shadow deployment.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"17:44:11"},{"id":"autonomous-risk-optimistic-execution-vs-pessimis-acjg","name":"Autonomous Risk: Optimistic Execution vs. Pessimistic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Autonomous Risk: Optimistic Execution vs. Pessimistic Verification — Whether agents should execute high-confidence actions immediately or treat all system-mutating calls as requiring pre-execution simulation.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:10:25"},{"id":"autonomous-risk-optimistic-execution-vs-pessimis","name":"Autonomous Risk: Optimistic Execution vs. Pessimistic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Autonomous Risk: Optimistic Execution vs. Pessimistic Verification — Whether agents should execute high-confidence actions immediately or treat all system-mutating calls as requiring pre-execution simulation.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:51:49"},{"id":"autonomous-suture-tool-mutation-vs-static-tool-d","name":"Autonomous Suture-Tool Mutation vs. Static Tool-Definition","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Autonomous Suture-Tool Mutation vs. Static Tool-Definition — Whether Governor should be allowed to rewrite its own tool definitions in the Gemstone bridge or remain bound to human-signed source.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"05:00:45"},{"id":"autonomous-tool-chain-mutation-vs-human-signed-t","name":"Autonomous Tool-Chain Mutation vs. Human-Signed Toolsets","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["you","gemma"],"turns":12,"topic":"Autonomous Tool-Chain Mutation vs. Human-Signed Toolsets — Whether Governor should be permitted to self-modify Suture tool definitions to optimize workflows without manual operator signing.","room_mode":"head_to_head","is_running":false,"next_speaker":"you","memory_written":0,"last_at":"06:06:34"},{"id":"autonomous-tool-definition-vs-fixed-schema-tools","name":"Autonomous Tool-Definition vs. Fixed-Schema Toolsets","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"Autonomous Tool-Definition vs. Fixed-Schema Toolsets — Whether the system should be allowed to synthesize and register its own new tools or remain constrained to human-defined schemas.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"17:49:02"},{"id":"beekeeper-identity-federated-attestation-vs-cent-w5r","name":"Beekeeper Identity: Federated Attestation vs. Central","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Beekeeper Identity: Federated Attestation vs. Central Authority — Should beekeeper identity be verified through a decentralized federated attestation scheme or a centralized trusted authority, balancing security and scalability?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:59:56"},{"id":"beekeeper-identity-federated-attestation-vs-cent","name":"Beekeeper Identity: Federated Attestation vs. Central","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Beekeeper Identity: Federated Attestation vs. Central Authority — Should beekeeper identity be verified through a decentralized federated attestation scheme or a centralized trusted authority, balancing security and scalability?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:59:28"},{"id":"beekeeper-identity-human-proxy-vs-autonomous-age","name":"Beekeeper Identity: Human Proxy vs. Autonomous Agent","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"Beekeeper Identity: Human Proxy vs. Autonomous Agent — Whether the Beekeeper Record should track a human operator's intent or an emergent AI persona's independent actions.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"11:52:08"},{"id":"beekeeper-record-append-only-event-log-vs-state-109l","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-14vy","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-1b39","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-1lqj","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-1mmn","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-1mo5","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-1nc6","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-21j6","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-27am","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-27nr","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-2h3e","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-2k98","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-2qty","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-2w6v","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-3958","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-3bcd","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-3gou","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-3ixv","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-3kdr","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-3n6j","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-3p6o","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-3s5c","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-41ou","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-46yr","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-4mu6","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-4t7d","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-4ywt","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-58jn","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-59kw","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-5akv","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-5faa","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-5la6","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-5r9f","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-5rtf","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-5xsp","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-60lc","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-62re","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-663k","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-69co","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-69oo","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-6gz7","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-6jol","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-6m7a","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-6r18","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-6r6t","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-71bb","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-76ha","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-7a3c","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-7cnt","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-7q0t","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-7r7","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-7taz","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-7u26","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-7x11","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-80z5","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-83h5","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-86yp","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-8aby","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-8ahp","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-8gwx","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-8sm5","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-8tjc","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-946e","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-951","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-974r","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":40,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"23:52:40"},{"id":"beekeeper-record-append-only-event-log-vs-state-9933","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-9frh","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-9gd2","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-9mcj","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-9ykp","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-a7p8","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-adia","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-ajp4","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-ap1s","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-arrd","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-awpz","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-b4g3","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-bfte","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-byii","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-bypm","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-c2jr","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-c47v","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-c9vl","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-ce1o","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-ceb9","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-cpkr","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-d56u","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-d639","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-dayj","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-dh4b","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-dkiz","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-dlqh","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-dofl","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-dptb","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-drc8","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-dto0","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-e2id","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-ea98","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-ef1a","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-eg91","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-elye","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-ert7","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-etna","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-etza","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-eubn","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-f0pi","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-f1g2","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-f21r","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-f7gn","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-fe8k","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-fesj","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-fonx","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-fwqb","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-fwy3","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-fxbg","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-fym9","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-g620","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-g74","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-g95k","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-gccq","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-gerj","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-grai","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-gte9","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-gv6m","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-gxp1","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-h01","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-h2by","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-h323","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-h3nr","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-ha2h","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-hbf8","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-hf1e","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-hf7u","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-hhbf","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-hhm3","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-hisw","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-hrg6","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-hs1l","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-htxv","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-humt","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-i294","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-i48f","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-i7v4","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-iafe","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-ibab","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-ieok","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-ijsv","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-irj4","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-iv3p","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-ivgx","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-ixa2","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-j01h","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-j3ug","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-jigp","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-jq37","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-jtr1","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-jxzs","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-jyu1","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-k425","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-k5ra","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-klj","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-ktp9","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-kw6h","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-kx1","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-l118","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-ldia","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-leub","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-ot","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-s83","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-toq","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-wre","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-xp6","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state-zs","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-event-log-vs-state","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":40,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"23:34:27"},{"id":"beekeeper-record-append-only-log-vs-in-place-mut-fgw3","name":"Beekeeper Record: Append-Only Log vs In-Place Mutation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Beekeeper Record: Append-Only Log vs In-Place Mutation — Choose between an immutable append-only causal chain for auditability or in-place mutation for lower storage overhead and faster read paths.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:54:04"},{"id":"beekeeper-record-append-only-log-vs-in-place-mut","name":"Beekeeper Record: Append-Only Log vs In-Place Mutation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Beekeeper Record: Append-Only Log vs In-Place Mutation — Choose between an immutable append-only causal chain for auditability or in-place mutation for lower storage overhead and faster read paths.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:53:29"},{"id":"beekeeper-record-append-only-merkle-log-vs-state-1334","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-13ea","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-1gsj","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-1iqv","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-2g9z","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-2txb","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-32jy","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-3b9v","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-3c90","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-3f7k","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-3oqw","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-47mp","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-49wd","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-4jz9","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-4luq","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-5695","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"23:38:07"},{"id":"beekeeper-record-append-only-merkle-log-vs-state-59f6","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-59rg","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-5ciw","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-63yr","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-6aba","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":38,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"23:45:36"},{"id":"beekeeper-record-append-only-merkle-log-vs-state-6en3","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-6hwc","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-6ntc","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-7r1s","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-7xqh","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-7xwm","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-8ez9","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-8qcs","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-8r8v","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-8raj","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-8v2p","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-8xmj","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-8zrs","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-9hlz","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-9mxe","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-a0w3","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-ae49","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-af4t","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-ao8s","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-b2c0","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-brzs","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-c5ue","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-cbt9","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-cl8t","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-cqk7","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-ctw6","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-dcqf","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-dlns","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-dsvd","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-dw7c","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-e3tx","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-eab8","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-et5n","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-f7jj","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-f8vs","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-fenj","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-frpu","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-fu5r","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-g5gf","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-g79x","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-g7ss","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-gbl8","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-gcx8","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-gzn1","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-h43d","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-hagx","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-hek9","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-hi2g","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-hppx","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-hso0","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-i94q","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-igju","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-ii5g","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-ixp0","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-je5s","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-jfjr","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-ju12","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-k7w2","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-krmh","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-kwy","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-kx5z","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-la2a","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-latc","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-tgn","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state-x1t","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-append-only-merkle-log-vs-state","name":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Beekeeper Record: Append-Only Merkle Log vs. State-Snapshot Sharding — Trade-off between a strictly linear, verifiable event stream for colony provenance and a sharded state-snapshot model for low-latency record retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"beekeeper-record-authoritative-truth-vs-collecti","name":"Beekeeper Record: Authoritative Truth vs. Collective Memory","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":25,"topic":"Beekeeper Record: Authoritative Truth vs. Collective Memory — Does the record prioritize the keeper's explicit intent or the colony's emergent consensus?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"12:46:30"},{"id":"beekeeper-record-chronological-log-vs-state-base","name":"Beekeeper Record: Chronological Log vs State-Based Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":11,"topic":"Beekeeper Record: Chronological Log vs State-Based Snapshot — Whether the living record should prioritize an immutable event stream or a synthesized current-state representation.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"11:34:47"},{"id":"beekeeper-record-continuity-causal-chain-hash-vs-35zh","name":"Beekeeper Record Continuity: Causal-Chain Hash vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Beekeeper Record Continuity: Causal-Chain Hash vs Semantic-Anchor Mapping — Settle whether the living record is maintained as a strict cryptographic hash-chain of state-transitions or a set of semantic anchors that allow for non-linear record synthesis.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:51:49"},{"id":"beekeeper-record-continuity-causal-chain-hash-vs","name":"Beekeeper Record Continuity: Causal-Chain Hash vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Beekeeper Record Continuity: Causal-Chain Hash vs Semantic-Anchor Mapping — Settle whether the living record is maintained as a strict cryptographic hash-chain of state-transitions or a set of semantic anchors that allow for non-linear record synthesis.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:47:06"},{"id":"beekeeper-record-factual-ledger-vs-narrative-myt","name":"Beekeeper Record: Factual Ledger vs. Narrative Myth","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":12,"topic":"Beekeeper Record: Factual Ledger vs. Narrative Myth — Does the living record prioritize immutable, queryable data points or a coherent, evolving story that may sacrifice precision for meaning?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"16:30:52"},{"id":"beekeeper-record-full-snapshot-vs-differential-d-992r","name":"Beekeeper Record: Full Snapshot vs Differential Delta Logs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Beekeeper Record: Full Snapshot vs Differential Delta Logs — Determine if maintaining the living record demands full state snapshots for crash recovery or differential delta logs to minimize storage overhead.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:11:37"},{"id":"beekeeper-record-full-snapshot-vs-differential-d","name":"Beekeeper Record: Full Snapshot vs Differential Delta Logs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Beekeeper Record: Full Snapshot vs Differential Delta Logs — Determine if maintaining the living record demands full state snapshots for crash recovery or differential delta logs to minimize storage overhead.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:10:47"},{"id":"beekeeper-record-human-vs-synthetic-authority","name":"Beekeeper Record: Human vs. Synthetic Authority","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":19,"topic":"Beekeeper Record: Human vs. Synthetic Authority — Resolve whether the living record is maintained exclusively by the human operator or co-authored by agents.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"14:39:22"},{"id":"beekeeper-record-immutable-history-vs-living-edi","name":"Beekeeper Record: Immutable History vs. Living Edit","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Beekeeper Record: Immutable History vs. Living Edit — Is the record a static historical log of past actions or a mutable living document reflecting current operational status?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"15:12:06"},{"id":"beekeeper-record-immutable-ledger-vs-mutable-pro","name":"Beekeeper Record: Immutable Ledger vs. Mutable Profile","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Beekeeper Record: Immutable Ledger vs. Mutable Profile — Whether the living record should be an append-only historical log or a mutable state reflecting current operational capacity.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"09:12:39"},{"id":"beekeeper-record-narrative-coherence-vs-raw-data","name":"Beekeeper Record: Narrative Coherence vs. Raw Data Fidelity","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":21,"topic":"Beekeeper Record: Narrative Coherence vs. Raw Data Fidelity — Should the record prioritize readable, synthesized stories over immutable, granular log entries for long-term historical value?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"12:24:35"},{"id":"beekeeper-record-redaction-vs-transparency","name":"Beekeeper Record: Redaction vs. Transparency","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":30,"topic":"Beekeeper Record: Redaction vs. Transparency — Should sensitive beekeeper actions be redacted from the living record or fully exposed?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"09:50:53"},{"id":"beekeeper-record-semantic-integrity-vs-verbatim","name":"Beekeeper Record: Semantic Integrity vs. Verbatim Fidelity","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"Beekeeper Record: Semantic Integrity vs. Verbatim Fidelity — Determine whether the living record should prioritize lossless preservation of raw inputs or curate data to maintain coherent narrative continuity.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"11:43:47"},{"id":"beekeeper-record-static-snapshot-vs-dynamic-evol","name":"Beekeeper Record: Static Snapshot vs. Dynamic Evolution","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":17,"topic":"Beekeeper Record: Static Snapshot vs. Dynamic Evolution — Should the colony's identity record be a fixed historical document, or a mutable ledger that evolves with the colony's current operational state?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"13:00:57"},{"id":"beekeeper-record-structured-json-vs-natural-lang","name":"Beekeeper Record: Structured JSON vs. Natural Language","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":8,"topic":"Beekeeper Record: Structured JSON vs. Natural Language — Should the living record be stored as structured JSON for machine parsing, or natural language for human interpretability?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"17:07:37"},{"id":"beekeeper-record-verbatim-log-vs-synthesized-nar","name":"Beekeeper Record: Verbatim Log vs. Synthesized Narrative","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"Beekeeper Record: Verbatim Log vs. Synthesized Narrative — Whether the living record should prioritize an immutable audit trail of events or a curated, evolving narrative of the colony's state.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"17:44:30"},{"id":"blocking-audit-vs-latency-in-parallel-dispatch","name":"Blocking Audit vs. Latency in Parallel Dispatch","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":16,"topic":"Blocking Audit vs. Latency in Parallel Dispatch — Whether worker-03's blocking audit requirement fundamentally compromises the throughput goals of parallel dispatch in high-concurrency environments.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"03:20:25"},{"id":"blocking-audit-vs-latency-trade-off","name":"Blocking Audit vs. Latency Trade-off","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":32,"topic":"Blocking Audit vs. Latency Trade-off — Whether worker-03-audit-must-be-blocking creates unacceptable latency bottlenecks that justify a transition to asynchronous, sampling-based auditing.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"02:51:03"},{"id":"book-of-bees-algorithmic-plotting-vs-emergent-na","name":"Book of Bees: Algorithmic Plotting vs Emergent Narrative","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":11,"topic":"Book of Bees: Algorithmic Plotting vs Emergent Narrative — Whether the swarm authors should follow a predefined structural grammar or allow plot to emerge solely from apiology constraints.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"11:34:46"},{"id":"book-of-bees-authorial-sovereignty-vs-swarm-cons","name":"Book of Bees: Authorial Sovereignty vs Swarm Consensus","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":10,"topic":"Book of Bees: Authorial Sovereignty vs Swarm Consensus — Do individual swarm authors retain final editorial control, or does collective consensus override individual artistic intent?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"11:00:32"},{"id":"book-of-bees-authorship-authority","name":"Book of Bees: Authorship Authority","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":8,"topic":"Book of Bees: Authorship Authority — Do swarm authors have final say on narrative direction or does the governor override?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"09:37:09"},{"id":"book-of-bees-canon-lock-vs-drift-tolerance","name":"Book of Bees: Canon Lock vs. Drift Tolerance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":10,"topic":"Book of Bees: Canon Lock vs. Drift Tolerance — Does the fictional canon require immutable core facts or allow narrative drift over time?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"13:23:45"},{"id":"book-of-bees-canonical-canon-vs-radical-forks","name":"Book of Bees: Canonical Canon vs. Radical Forks","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":9,"topic":"Book of Bees: Canonical Canon vs. Radical Forks — If the swarm should enforce a single authoritative narrative or allow divergent, conflicting storylines to coexist.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"11:34:47"},{"id":"book-of-bees-canonical-stability-vs-chaotic-muta","name":"Book of Bees: Canonical Stability vs. Chaotic Mutation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":12,"topic":"Book of Bees: Canonical Stability vs. Chaotic Mutation — Must the swarm enforce strict consistency in evolving fiction, or should contradictory forks be allowed to persist as artistic truth?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"12:16:46"},{"id":"book-of-bees-canonical-text-vs-emergent-variants","name":"Book of Bees: Canonical Text vs. Emergent Variants","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Book of Bees: Canonical Text vs. Emergent Variants — Whether the swarm should maintain a single canonical narrative or allow divergent variant texts to evolve independently.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"10:30:30"},{"id":"book-of-bees-curated-canon-vs-random-mutation","name":"Book of Bees: Curated Canon vs. Random Mutation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":6,"topic":"Book of Bees: Curated Canon vs. Random Mutation — Whether fiction evolution should prioritize curated narrative coherence or stochastic mutation to maximize creative diversity.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"09:18:02"},{"id":"book-of-bees-deterministic-seed-vs-stochastic-dr","name":"Book of Bees: Deterministic Seed vs. Stochastic Drift","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":6,"topic":"Book of Bees: Deterministic Seed vs. Stochastic Drift — Must fiction evolution use deterministic seeds for reproducibility or embrace stochastic drift for organic narrative growth?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"09:51:49"},{"id":"book-of-bees-evolution-generative-branching-vs-j77y","name":"Book of Bees Evolution: Generative Branching vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Book of Bees Evolution: Generative Branching vs. Consensus-Gated Canonicalization — Decide whether swarm authors evolve the fiction via divergent speculative branches or a strict threshold-quorum merge to maintain a single canonical narrative.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:53:05"},{"id":"book-of-bees-evolution-generative-branching-vs","name":"Book of Bees Evolution: Generative Branching vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Book of Bees Evolution: Generative Branching vs. Consensus-Gated Canonicalization — Decide whether swarm authors evolve the fiction via divergent speculative branches or a strict threshold-quorum merge to maintain a single canonical narrative.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:52:28"},{"id":"book-of-bees-factual-accuracy-vs-narrative-coher","name":"Book of Bees: Factual Accuracy vs. Narrative Coherence","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":16,"topic":"Book of Bees: Factual Accuracy vs. Narrative Coherence — When apiological fact conflicts with the narrative arc of the Book of Bees, should the fiction prioritize scientific correctness or storytelling integrity?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"10:07:27"},{"id":"book-of-bees-fiction-vs-empirical-constraint","name":"Book of Bees: Fiction vs. Empirical Constraint","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":16,"topic":"Book of Bees: Fiction vs. Empirical Constraint — Decide if narrative evolution must strictly adhere to apiological facts or prioritize aesthetic coherence over accuracy.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"14:39:50"},{"id":"book-of-bees-fixed-canon-vs-swarm-evolution","name":"Book of Bees: Fixed Canon vs. Swarm Evolution","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":10,"topic":"Book of Bees: Fixed Canon vs. Swarm Evolution — If the 'perpetual' nature of the swarm justifies overwriting canonical apiological facts with emergent fictional variants.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"10:39:51"},{"id":"book-of-bees-grounded-fact-vs-creative-license","name":"Book of Bees: Grounded Fact vs. Creative License","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":13,"topic":"Book of Bees: Grounded Fact vs. Creative License — Determine whether the swarm's fiction must remain strictly bound to apiological data or if it can diverge into speculative narratives to enhance engagement.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"16:48:03"},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-12ty","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-1780","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-1jdo","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-2gne","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-2hkh","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-2k0v","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-2tcx","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-30vs","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-36g6","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-3fi1","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"23:38:06"},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-3j9b","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-3kiq","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-3squ","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-4bg8","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-4qtn","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-4vjq","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-4xwf","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-50ev","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-58nh","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-5fc8","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-5hn4","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-5zyk","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-6na6","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-74fm","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-797k","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-7z9u","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-83yn","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-841o","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-86ls","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-8r62","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-8vvy","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":40,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"23:45:21"},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-8xib","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-8ya7","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-96bh","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-97et","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-9jtc","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-a4mi","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-ammr","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-au75","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-azi8","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-b4y1","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-b8a4","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-bbgd","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-bi6o","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-bm7a","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-by95","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-c4vp","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-c542","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-dnlf","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-edix","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-ekns","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-exnr","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-f1pm","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-fyxe","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-g6z5","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-gfb0","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-gpy0","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-hawo","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-hfia","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-hgqh","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-hgr0","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-hk4g","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-hslq","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-i0x8","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-inxl","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-iqf4","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-iuil","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-ix94","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-jjwy","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-jtlo","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-jzsf","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-k0ob","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-ka6c","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-kg4d","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-kha5","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-klko","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-knq6","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-kwx4","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-lc2e","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-ldwh","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-letv","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs-ou2","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-narrative-branching-via-git-tree-vs","name":"Book of Bees: Narrative Branching via Git-Tree vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":16,"topic":"Book of Bees: Narrative Branching via Git-Tree vs. Vector-Graph — Settle whether evolving fictional apiology is best managed as a version-controlled directed acyclic graph of text files or a fluid vector-space of semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"23:37:20"},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-17qx","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-188n","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-18u6","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-1rlg","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-1s8p","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-1yaw","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-2b4g","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-3cdc","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-3h64","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-3raw","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-3whp","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-3z4s","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-42o0","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-4ijy","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-4r4n","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-4rsl","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-5alh","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-5yb5","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-66f4","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":40,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"00:01:30"},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-6bi9","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-6dm6","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-6sis","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-760l","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-7mzu","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-85at","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-8on8","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-8rvk","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-91kw","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-9319","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-96tc","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-99pt","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-9mdm","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-9n0v","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-9waa","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-a11r","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-arbj","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-atgg","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-aut7","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-b675","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-b7tq","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-b82z","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-bkcv","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-bss6","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-byjg","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-c551","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-c9dv","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-ctcw","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-dkzz","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-dwka","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-dx4s","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-dx57","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-emcr","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-er","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-f2uk","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-f4mb","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-f9jk","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-fjoq","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-fmkb","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-fnrh","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-ftpx","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-fumo","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-fy0d","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-g1pv","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-gmcn","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-h7i9","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-hv59","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-hzde","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-i2sf","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-i6cj","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-ieba","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-ifzg","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-ilgq","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-ippt","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-isbw","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-izug","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-j0k1","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-j84c","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-jc2f","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-jeqm","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-jl0n","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-jnvo","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-jo9i","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-jpt2","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-jywa","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-jyz9","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-kdwn","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-kjzo","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-knpk","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-kzbd","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-l0f6","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-l112","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-lbrh","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-leeb","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con-pan","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"book-of-bees-probabilistic-token-sampling-vs-con","name":"Book of Bees: Probabilistic Token Sampling vs. Constrained","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":40,"topic":"Book of Bees: Probabilistic Token Sampling vs. Constrained Apiology Grammar — Trade-off between the creative fluidity of open-weight generation and the strict enforcement of apiological invariants via a formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"23:34:31"},{"id":"book-of-bees-single-source-vs-multi-agent-consen-i97m","name":"Book of Bees: Single-Source vs. Multi-Agent Consensus","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Book of Bees: Single-Source vs. Multi-Agent Consensus — Should the perpetual swarm require unanimous agreement from all agents to commit a new narrative fact or allow majority rule with dissenting logs?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"17:26:47"},{"id":"book-of-bees-single-source-vs-multi-agent-consen","name":"Book of Bees: Single-Source vs. Multi-Agent Consensus","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Book of Bees: Single-Source vs. Multi-Agent Consensus — Should the perpetual swarm require unanimous agreement from all agents to commit a new narrative fact or allow majority rule with dissenting logs?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"17:23:33"},{"id":"book-of-bees-strict-apiology-vs-poetic-license","name":"Book of Bees: Strict Apiology vs. Poetic License","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":6,"topic":"Book of Bees: Strict Apiology vs. Poetic License — Whether the evolving fiction must remain strictly factual or may deviate for narrative coherence.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"16:57:28"},{"id":"book-of-bees-strict-citeability-vs-narrative-flo","name":"Book of Bees: Strict Citeability vs. Narrative Flow","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Book of Bees: Strict Citeability vs. Narrative Flow — Must every fictional element be strictly traceable to a verifiable apiological fact, or can narrative flow justify minor deviations?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"16:59:53"},{"id":"bytes-and-offsets","name":"Bytes and Offsets","created":"2026-08-22T00:04:18Z","max_participants":4,"models":["gemma","qwen"],"seats":["you","gemma"],"turns":3,"topic":"Block framing for partial turns: what the smallest retrievable unit should be","room_mode":"head_to_head","is_running":false,"next_speaker":"you","memory_written":0,"last_at":"23:22:58"},{"id":"causal-attribution-vs-correlation-based-debuggin","name":"Causal Attribution vs. Correlation-Based Debugging","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":10,"topic":"Causal Attribution vs. Correlation-Based Debugging — Whether fleet failures should be resolved via rigorous causal chain reconstruction or via statistical pattern matching across telemetry.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"04:52:57"},{"id":"centralized-fleet-orchestration-vs-choreographed-cnyt","name":"Centralized Fleet Orchestration vs. Choreographed","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Centralized Fleet Orchestration vs. Choreographed Peer-to-Peer Autonomy — Whether a single Governor instance should direct fleet resources or if nodes should negotiate task hand-offs locally.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:49:35"},{"id":"centralized-fleet-orchestration-vs-choreographed","name":"Centralized Fleet Orchestration vs. Choreographed","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"centralized-ledger-vs-distributed-witnessing","name":"Centralized Ledger vs. Distributed Witnessing","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Centralized Ledger vs. Distributed Witnessing — Determine if the Hive Comb identity cache requires a centralized ledger or distributed witnessing for integrity.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"17:51:43"},{"id":"centralized-memory-arbitration-vs-distributed-ag-ee75","name":"Centralized Memory Arbitration vs. Distributed Agent Caching","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Centralized Memory Arbitration vs. Distributed Agent Caching — Whether a single authority should manage the global context window or allow individual agents to maintain divergent local caches.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"05:48:43"},{"id":"centralized-memory-arbitration-vs-distributed-ag","name":"Centralized Memory Arbitration vs. Distributed Agent Caching","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Centralized Memory Arbitration vs. Distributed Agent Caching — Whether a single authority should manage the global context window or allow individual agents to maintain divergent local caches.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:50:15"},{"id":"centralized-state-vs-event-sourcing","name":"Centralized State vs. Event Sourcing","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":19,"topic":"Centralized State vs. Event Sourcing — Must the colony maintain a single source of truth in centralized state or rely on an immutable event log for reconstruction?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"09:14:14"},{"id":"charter-immutability-vs-adaptive-governance-1cr0","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:20:14"},{"id":"charter-immutability-vs-adaptive-governance-1f1r","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:11:01"},{"id":"charter-immutability-vs-adaptive-governance-1tkk","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:00:10"},{"id":"charter-immutability-vs-adaptive-governance-2hi5","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:03:13"},{"id":"charter-immutability-vs-adaptive-governance-38ki","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:02:37"},{"id":"charter-immutability-vs-adaptive-governance-3bst","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:00:43"},{"id":"charter-immutability-vs-adaptive-governance-3ms8","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:08:47"},{"id":"charter-immutability-vs-adaptive-governance-4t6b","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:10:22"},{"id":"charter-immutability-vs-adaptive-governance-5z2w","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:06:28"},{"id":"charter-immutability-vs-adaptive-governance-657l","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:16:44"},{"id":"charter-immutability-vs-adaptive-governance-6k6y","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":41,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"19:08:52"},{"id":"charter-immutability-vs-adaptive-governance-6sky","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:12:28"},{"id":"charter-immutability-vs-adaptive-governance-7fxm","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:04:17"},{"id":"charter-immutability-vs-adaptive-governance-7ywy","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:15:24"},{"id":"charter-immutability-vs-adaptive-governance-af4s","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:14:36"},{"id":"charter-immutability-vs-adaptive-governance-avr4","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:05:51"},{"id":"charter-immutability-vs-adaptive-governance-bnp","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:18:09"},{"id":"charter-immutability-vs-adaptive-governance-d6u6","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:01:19"},{"id":"charter-immutability-vs-adaptive-governance-d8jn","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:09:31"},{"id":"charter-immutability-vs-adaptive-governance-dcae","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:13:10"},{"id":"charter-immutability-vs-adaptive-governance-eal3","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:13:53"},{"id":"charter-immutability-vs-adaptive-governance-evz7","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:05:08"},{"id":"charter-immutability-vs-adaptive-governance-f8f3","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:01:54"},{"id":"charter-immutability-vs-adaptive-governance-g5po","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:11:51"},{"id":"charter-immutability-vs-adaptive-governance-h2bv","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:19:34"},{"id":"charter-immutability-vs-adaptive-governance-ha8","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:07:14"},{"id":"charter-immutability-vs-adaptive-governance-hkth","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:17:27"},{"id":"charter-immutability-vs-adaptive-governance-hwef","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:18:52"},{"id":"charter-immutability-vs-adaptive-governance-i20y","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:08:00"},{"id":"charter-immutability-vs-adaptive-governance-j3jh","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:03:44"},{"id":"charter-immutability-vs-adaptive-governance-l8zc","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:16:03"},{"id":"charter-immutability-vs-adaptive-governance-um3","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"17:59:18"},{"id":"charter-immutability-vs-adaptive-governance","name":"Charter Immutability vs. Adaptive Governance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Charter Immutability vs. Adaptive Governance — Should the Governor Memory Bridge enforce static charter rules or allow dynamic adaptation based on worker reports?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"17:58:27"},{"id":"chat","name":"Chat","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["you","gemma","qwen"],"turns":4,"topic":"Three-way working conversation between the operator, Gemma, and Qwen.","room_mode":"three_way","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:08:16"},{"id":"code-evolution-aggressive-refactoring-vs-stable","name":"Code Evolution: Aggressive Refactoring vs. Stable Lineage","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":31,"topic":"Code Evolution: Aggressive Refactoring vs. Stable Lineage — Whether the codebase should be continuously restructured for elegance or preserved to maintain a stable, auditable history of execution.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"13:58:35"},{"id":"code-generation-template-driven-rigidity-vs-emer","name":"Code Generation: Template-Driven Rigidity vs. Emergent","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":16,"topic":"Code Generation: Template-Driven Rigidity vs. Emergent Synthesis — Whether new system components should strictly follow existing boilerplate patterns or be allowed to synthesize novel architectures based on the immediate task.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"14:26:49"},{"id":"code-improvement-automated-refactoring-vs-manual","name":"Code Improvement: Automated Refactoring vs. Manual Review","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Code Improvement: Automated Refactoring vs. Manual Review — Should continuous improvement agents autonomously apply structural fixes, or must every change be gated by human sign-off to prevent semantic drift?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"12:46:38"},{"id":"code-landing-atomic-commit-and-swap-vs-increment","name":"Code Landing: Atomic Commit-and-Swap vs. Incremental","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":18,"topic":"Code Landing: Atomic Commit-and-Swap vs. Incremental Shadow-Deploy — Whether the Autonomous Landing Protocol should enforce atomic file-system swaps or utilize incremental shadow-deployments for risk mitigation.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"17:22:57"},{"id":"code-landing-automated-regression-gating-vs-heur","name":"Code Landing: Automated Regression Gating vs. Heuristic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":10,"topic":"Code Landing: Automated Regression Gating vs. Heuristic Confidence — Whether the Landing Protocol should block all merges without 100% test parity or allow landing based on high-confidence LLM verification.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"10:16:46"},{"id":"code","name":"Code","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["qwen","gemma"],"seats":["you","qwen","gemma"],"turns":1,"topic":"Implementation decisions in the gemstone tree: what to build, in what order, and what would prove it works.","room_mode":"steer","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"00:19:55"},{"id":"codebase-authority-compiler-warnings-vs-human-in","name":"Codebase Authority: Compiler Warnings vs. Human Intent","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":17,"topic":"Codebase Authority: Compiler Warnings vs. Human Intent — When Continuous Improvement flags a warning that contradicts a documented design choice, does the linter or the human architect hold final authority?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"10:08:13"},{"id":"colony-chartering-static-schema-validation-vs-dy-2kc3","name":"Colony Chartering: Static Schema Validation vs. Dynamic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"colony-chartering-static-schema-validation-vs-dy-2mkj","name":"Colony Chartering: Static Schema Validation vs. Dynamic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Colony Chartering: Static Schema Validation vs. Dynamic Evolving Ontologies — Evaluate whether charter boundaries should be fixed in a JSON schema or evolve through a weighted consensus of the swarm's internal vocabulary.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"colony-chartering-static-schema-validation-vs-dy-2t0m","name":"Colony Chartering: Static Schema Validation vs. Dynamic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Colony Chartering: Static Schema Validation vs. Dynamic Evolving Ontologies — Evaluate whether charter boundaries should be fixed in a JSON schema or evolve through a weighted consensus of the swarm's internal vocabulary.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"colony-chartering-static-schema-validation-vs-dy-63fv","name":"Colony Chartering: Static Schema Validation vs. Dynamic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Colony Chartering: Static Schema Validation vs. Dynamic Evolving Ontologies — Evaluate whether charter boundaries should be fixed in a JSON schema or evolve through a weighted consensus of the swarm's internal vocabulary.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"colony-chartering-static-schema-validation-vs-dy-8747","name":"Colony Chartering: Static Schema Validation vs. Dynamic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Colony Chartering: Static Schema Validation vs. Dynamic Evolving Ontologies — Evaluate whether charter boundaries should be fixed in a JSON schema or evolve through a weighted consensus of the swarm's internal vocabulary.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"colony-chartering-static-schema-validation-vs-dy-90f9","name":"Colony Chartering: Static Schema Validation vs. Dynamic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Colony Chartering: Static Schema Validation vs. Dynamic Evolving Ontologies — Evaluate whether charter boundaries should be fixed in a JSON schema or evolve through a weighted consensus of the swarm's internal vocabulary.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"colony-chartering-static-schema-validation-vs-dy-93v9","name":"Colony Chartering: Static Schema Validation vs. Dynamic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Colony Chartering: Static Schema Validation vs. Dynamic Evolving Ontologies — Evaluate whether charter boundaries should be fixed in a JSON schema or evolve through a weighted consensus of the swarm's internal vocabulary.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"colony-chartering-static-schema-validation-vs-dy-a077","name":"Colony Chartering: Static Schema Validation vs. Dynamic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"colony-chartering-static-schema-validation-vs-dy-bbkk","name":"Colony Chartering: Static Schema Validation vs. Dynamic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Colony Chartering: Static Schema Validation vs. Dynamic Evolving Ontologies — Evaluate whether charter boundaries should be fixed in a JSON schema or evolve through a weighted consensus of the swarm's internal vocabulary.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"colony-chartering-static-schema-validation-vs-dy-brm1","name":"Colony Chartering: Static Schema Validation vs. Dynamic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Colony Chartering: Static Schema Validation vs. Dynamic Evolving Ontologies — Evaluate whether charter boundaries should be fixed in a JSON schema or evolve through a weighted consensus of the swarm's internal vocabulary.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"colony-chartering-static-schema-validation-vs-dy-e9cg","name":"Colony Chartering: Static Schema Validation vs. Dynamic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Colony Chartering: Static Schema Validation vs. Dynamic Evolving Ontologies — Evaluate whether charter boundaries should be fixed in a JSON schema or evolve through a weighted consensus of the swarm's internal vocabulary.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"colony-chartering-static-schema-validation-vs-dy-esdg","name":"Colony Chartering: Static Schema Validation vs. Dynamic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"colony-chartering-static-schema-validation-vs-dy-f8ds","name":"Colony Chartering: Static Schema Validation vs. Dynamic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"colony-chartering-static-schema-validation-vs-dy-gvsy","name":"Colony Chartering: Static Schema Validation vs. Dynamic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Colony Chartering: Static Schema Validation vs. Dynamic Evolving Ontologies — Evaluate whether charter boundaries should be fixed in a JSON schema or evolve through a weighted consensus of the swarm's internal vocabulary.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"colony-chartering-static-schema-validation-vs-dy-hcvo","name":"Colony Chartering: Static Schema Validation vs. Dynamic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Colony Chartering: Static Schema Validation vs. Dynamic Evolving Ontologies — Evaluate whether charter boundaries should be fixed in a JSON schema or evolve through a weighted consensus of the swarm's internal vocabulary.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"colony-chartering-static-schema-validation-vs-dy-jbxs","name":"Colony Chartering: Static Schema Validation vs. Dynamic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"colony-chartering-static-schema-validation-vs-dy-tho","name":"Colony Chartering: Static Schema Validation vs. Dynamic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Colony Chartering: Static Schema Validation vs. Dynamic Evolving Ontologies — Evaluate whether charter boundaries should be fixed in a JSON schema or evolve through a weighted consensus of the swarm's internal vocabulary.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"colony-chartering-static-schema-validation-vs-dy-xj1","name":"Colony Chartering: Static Schema Validation vs. Dynamic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Colony Chartering: Static Schema Validation vs. Dynamic Evolving Ontologies — Evaluate whether charter boundaries should be fixed in a JSON schema or evolve through a weighted consensus of the swarm's internal vocabulary.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"colony-chartering-static-schema-validation-vs-dy","name":"Colony Chartering: Static Schema Validation vs. Dynamic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":34,"topic":"Colony Chartering: Static Schema Validation vs. Dynamic Evolving Ontologies — Evaluate whether charter boundaries should be fixed in a JSON schema or evolve through a weighted consensus of the swarm's internal vocabulary.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"00:04:17"},{"id":"colony-context-window-sliding-window-cache-vs-ti-1wak","name":"Colony Context Window: Sliding-Window Cache vs. Tiered","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":40,"topic":"Colony Context Window: Sliding-Window Cache vs. Tiered Shard Injection — Compare the latency and coherence of a continuous sliding-window context against a discrete, tool-driven injection of bounded shards from the CUDA vault.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"23:45:48"},{"id":"colony-context-window-sliding-window-cache-vs-ti-8pk0","name":"Colony Context Window: Sliding-Window Cache vs. Tiered","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":14,"topic":"Colony Context Window: Sliding-Window Cache vs. Tiered Shard Injection — Compare the latency and coherence of a continuous sliding-window context against a discrete, tool-driven injection of bounded shards from the CUDA vault.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"23:37:21"},{"id":"colony-context-window-sliding-window-cache-vs-ti-9mjm","name":"Colony Context Window: Sliding-Window Cache vs. Tiered","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Colony Context Window: Sliding-Window Cache vs. Tiered Shard Injection — Compare the latency and coherence of a continuous sliding-window context against a discrete, tool-driven injection of bounded shards from the CUDA vault.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"23:38:06"},{"id":"colony-context-window-sliding-window-cache-vs-ti-eud6","name":"Colony Context Window: Sliding-Window Cache vs. Tiered","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"colony-context-window-sliding-window-cache-vs-ti-iud3","name":"Colony Context Window: Sliding-Window Cache vs. Tiered","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Colony Context Window: Sliding-Window Cache vs. Tiered Shard Injection — Compare the latency and coherence of a continuous sliding-window context against a discrete, tool-driven injection of bounded shards from the CUDA vault.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"colony-context-window-sliding-window-cache-vs-ti","name":"Colony Context Window: Sliding-Window Cache vs. Tiered","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":40,"topic":"Colony Context Window: Sliding-Window Cache vs. Tiered Shard Injection — Compare the latency and coherence of a continuous sliding-window context against a discrete, tool-driven injection of bounded shards from the CUDA vault.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"23:34:13"},{"id":"comb-expiry-ttl-based-vs-usage-driven","name":"Comb Expiry: TTL-Based vs. Usage-Driven","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Comb Expiry: TTL-Based vs. Usage-Driven — Determine whether the Hive Comb identity cache should expire based on a fixed time-to-live or on a count of access events to balance freshness against I/O overhead.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"16:50:46"},{"id":"completion-attribution-provenance-chains-vs-diff-8bgh","name":"Completion Attribution: Provenance Chains vs. Diffusion","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Completion Attribution: Provenance Chains vs. Diffusion Scores — Should completion authorship be determined by tracing token origins (provenance) or by quantifying the influence of contributing models (diffusion scores)?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"22:05:16"},{"id":"completion-attribution-provenance-chains-vs-diff","name":"Completion Attribution: Provenance Chains vs. Diffusion","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Completion Attribution: Provenance Chains vs. Diffusion Scores — Should completion authorship be determined by tracing token origins (provenance) or by quantifying the influence of contributing models (diffusion scores)?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"22:04:47"},{"id":"completion-enforcement-code-statics-vs-behaviora","name":"Completion Enforcement: Code Statics vs. Behavioral Proof","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":19,"topic":"Completion Enforcement: Code Statics vs. Behavioral Proof — If completion is determined by code structure checks or by observed runtime behavior and test execution.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"12:04:50"},{"id":"completion-enforcement-cycle-bounded-execution-v-5br9","name":"Completion Enforcement: Cycle-Bounded Execution vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Completion Enforcement: Cycle-Bounded Execution vs. Resource-Exhaustion Gating — Determining if completion is enforced by a hard limit on clock cycles per task or by a dynamic budget of memory and I/O credits that triggers an automatic seal upon depletion.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:45:40"},{"id":"completion-enforcement-cycle-bounded-execution-v","name":"Completion Enforcement: Cycle-Bounded Execution vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Completion Enforcement: Cycle-Bounded Execution vs. Resource-Exhaustion Gating — Determining if completion is enforced by a hard limit on clock cycles per task or by a dynamic budget of memory and I/O credits that triggers an automatic seal upon depletion.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:42:52"},{"id":"completion-enforcement-formal-verification-vs-st-3ol9","name":"Completion Enforcement: Formal Verification vs. Statistical","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Completion Enforcement: Formal Verification vs. Statistical Sampling — Should completion enforcement rely on exhaustive formal verification, or probabilistic statistical sampling with bounded error rates?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:56:20"},{"id":"completion-enforcement-formal-verification-vs-st","name":"Completion Enforcement: Formal Verification vs. Statistical","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Completion Enforcement: Formal Verification vs. Statistical Sampling — Should completion enforcement rely on exhaustive formal verification, or probabilistic statistical sampling with bounded error rates?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:55:53"},{"id":"completion-enforcement-hard-fail-vs-grace-period","name":"Completion Enforcement: Hard Fail vs Grace Period","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Completion Enforcement: Hard Fail vs Grace Period — Does the protocol require immediate termination on deadline miss or allow a calculated grace period for recovery?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"10:52:43"},{"id":"completion-enforcement-pre-emptive-token-guardra-1whp","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-2env","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-2n48","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-2q0s","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-2tci","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-35jc","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-37ib","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-38j9","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-3bov","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-3kwp","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-3uis","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-3uvf","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-40ki","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-45ck","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-477h","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-4civ","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-4pkp","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-4qi6","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-4vts","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-5iu0","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-6jtk","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-6t5m","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-7kla","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-7n5o","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-7x65","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-82uu","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-8eli","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-8qm8","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-8rdo","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-94em","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-9g1u","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-9mi8","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-9pcy","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-a0ua","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-a7lo","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-agth","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-ba2j","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-be2i","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-bh3r","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-bz7g","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-c88v","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-cglh","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-co0m","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":40,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"23:57:58"},{"id":"completion-enforcement-pre-emptive-token-guardra-d1af","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-daul","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-db8o","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-djxo","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-dp17","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-dtua","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-dy3b","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-e66m","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-e8wh","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-ebyr","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-efhr","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-ekg1","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-f6fy","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-fse3","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-fsyh","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-fzha","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-g6kd","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-gac7","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-gjw1","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-h5m3","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-haf","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-hs2y","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-ht4h","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-htfa","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-hxip","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-ihvx","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-is2e","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-iwdq","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-j7ha","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-j7kt","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-jbmt","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-jfch","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-jkml","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-jkwq","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":33,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"00:04:17"},{"id":"completion-enforcement-pre-emptive-token-guardra-jpll","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-k1to","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":40,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"23:53:18"},{"id":"completion-enforcement-pre-emptive-token-guardra-k24r","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-k3ii","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-ka3e","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-kn9y","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-ko37","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-l45l","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-l4nl","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-l5d","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-lcvw","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra-li5","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":13,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"00:04:17"},{"id":"completion-enforcement-pre-emptive-token-guardra-vp8","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-pre-emptive-token-guardra","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":40,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"23:50:58"},{"id":"completion-enforcement-resource-budgeted-halting-156t","name":"Completion Enforcement: Resource-Budgeted Halting vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Completion Enforcement: Resource-Budgeted Halting vs. Formal Proof-of-Termination — Determine if completion is enforced by hard resource limits (CPU/Memory) or by requiring a formal structural proof of termination before execution.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:53:59"},{"id":"completion-enforcement-resource-budgeted-halting","name":"Completion Enforcement: Resource-Budgeted Halting vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Completion Enforcement: Resource-Budgeted Halting vs. Formal Proof-of-Termination — Determine if completion is enforced by hard resource limits (CPU/Memory) or by requiring a formal structural proof of termination before execution.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:53:29"},{"id":"completion-enforcement-rewardpenalty-vs-strict-d-dfst","name":"Completion Enforcement: Reward/Penalty vs. Strict Deadline","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Completion Enforcement: Reward/Penalty vs. Strict Deadline — Should completion enforcement be handled via a reward/penalty system encouraging adherence, or a strict deadline with task rejection for late submission?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"22:01:06"},{"id":"completion-enforcement-rewardpenalty-vs-strict-d","name":"Completion Enforcement: Reward/Penalty vs. Strict Deadline","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Completion Enforcement: Reward/Penalty vs. Strict Deadline — Should completion enforcement be handled via a reward/penalty system encouraging adherence, or a strict deadline with task rejection for late submission?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"22:00:06"},{"id":"completion-enforcement-rigid-vs-adaptive","name":"Completion Enforcement: Rigid vs. Adaptive","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Completion Enforcement: Rigid vs. Adaptive — Is the Completion Enforcement Protocol better served by rigid binary pass/fail states or adaptive partial credit?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"13:31:07"},{"id":"completion-enforcement-semantic-proof-of-work-vs-l8vw","name":"Completion Enforcement: Semantic Proof-of-Work vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Completion Enforcement: Semantic Proof-of-Work vs. Structural Constraint Validation — Trade off the use of semantic proof-of-work to verify completion against a structural constraint validation based on the Colony Charter's formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:16:08"},{"id":"completion-enforcement-semantic-proof-of-work-vs","name":"Completion Enforcement: Semantic Proof-of-Work vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Completion Enforcement: Semantic Proof-of-Work vs. Structural Constraint Validation — Trade off the use of semantic proof-of-work to verify completion against a structural constraint validation based on the Colony Charter's formal grammar.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:10:47"},{"id":"completion-enforcement-soft-warnings-vs-hard-gat","name":"Completion Enforcement: Soft Warnings vs. Hard Gates","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Completion Enforcement: Soft Warnings vs. Hard Gates — Argue whether the protocol should merely flag incomplete tasks or block all downstream operations until strict criteria are met.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"11:43:45"},{"id":"completion-enforcement-static-compliance-vs-runt","name":"Completion Enforcement: Static Compliance vs. Runtime","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":21,"topic":"Completion Enforcement: Static Compliance vs. Runtime Verification — Is code considered complete when it passes static checks or only when it proves stable in execution?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"12:44:25"},{"id":"completion-enforcement-static-formal-verificatio-1vq8","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Static Formal Verification vs. Runtime Assertion Guards — Determine if protocol compliance should be enforced via pre-execution static analysis of tool-bundles or through dynamic, invariant-checking guards at the Suture execution bridge.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-2548","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Static Formal Verification vs. Runtime Assertion Guards — Determine if protocol compliance should be enforced via pre-execution static analysis of tool-bundles or through dynamic, invariant-checking guards at the Suture execution bridge.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-2zim","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Static Formal Verification vs. Runtime Assertion Guards — Determine if protocol compliance should be enforced via pre-execution static analysis of tool-bundles or through dynamic, invariant-checking guards at the Suture execution bridge.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-36x8","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Static Formal Verification vs. Runtime Assertion Guards — Determine if protocol compliance should be enforced via pre-execution static analysis of tool-bundles or through dynamic, invariant-checking guards at the Suture execution bridge.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-65lp","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":16,"topic":"Completion Enforcement: Static Formal Verification vs. Runtime Assertion Guards — Determine if protocol compliance should be enforced via pre-execution static analysis of tool-bundles or through dynamic, invariant-checking guards at the Suture execution bridge.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"23:37:20"},{"id":"completion-enforcement-static-formal-verificatio-6gfw","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-6qqi","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Static Formal Verification vs. Runtime Assertion Guards — Determine if protocol compliance should be enforced via pre-execution static analysis of tool-bundles or through dynamic, invariant-checking guards at the Suture execution bridge.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-7166","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Static Formal Verification vs. Runtime Assertion Guards — Determine if protocol compliance should be enforced via pre-execution static analysis of tool-bundles or through dynamic, invariant-checking guards at the Suture execution bridge.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-7hl1","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Static Formal Verification vs. Runtime Assertion Guards — Determine if protocol compliance should be enforced via pre-execution static analysis of tool-bundles or through dynamic, invariant-checking guards at the Suture execution bridge.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-7ice","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-7sva","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Static Formal Verification vs. Runtime Assertion Guards — Determine if protocol compliance should be enforced via pre-execution static analysis of tool-bundles or through dynamic, invariant-checking guards at the Suture execution bridge.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-7v1j","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Static Formal Verification vs. Runtime Assertion Guards — Determine if protocol compliance should be enforced via pre-execution static analysis of tool-bundles or through dynamic, invariant-checking guards at the Suture execution bridge.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-81ja","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-8b3e","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-8ehw","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":14,"topic":"Completion Enforcement: Static Formal Verification vs. Runtime Assertion Guards — Determine if protocol compliance should be enforced via pre-execution static analysis of tool-bundles or through dynamic, invariant-checking guards at the Suture execution bridge.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"23:37:21"},{"id":"completion-enforcement-static-formal-verificatio-9hpm","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-abce","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Static Formal Verification vs. Runtime Assertion Guards — Determine if protocol compliance should be enforced via pre-execution static analysis of tool-bundles or through dynamic, invariant-checking guards at the Suture execution bridge.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-aou4","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Static Formal Verification vs. Runtime Assertion Guards — Determine if protocol compliance should be enforced via pre-execution static analysis of tool-bundles or through dynamic, invariant-checking guards at the Suture execution bridge.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-asxg","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Static Formal Verification vs. Runtime Assertion Guards — Determine if protocol compliance should be enforced via pre-execution static analysis of tool-bundles or through dynamic, invariant-checking guards at the Suture execution bridge.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-ato8","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-b1mo","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-bew","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-bf8g","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-bvef","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-d61t","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-devw","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-enf8","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-eva","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Static Formal Verification vs. Runtime Assertion Guards — Determine if protocol compliance should be enforced via pre-execution static analysis of tool-bundles or through dynamic, invariant-checking guards at the Suture execution bridge.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-eym8","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Static Formal Verification vs. Runtime Assertion Guards — Determine if protocol compliance should be enforced via pre-execution static analysis of tool-bundles or through dynamic, invariant-checking guards at the Suture execution bridge.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-fcte","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Static Formal Verification vs. Runtime Assertion Guards — Determine if protocol compliance should be enforced via pre-execution static analysis of tool-bundles or through dynamic, invariant-checking guards at the Suture execution bridge.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-fmh5","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-fqd2","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Static Formal Verification vs. Runtime Assertion Guards — Determine if protocol compliance should be enforced via pre-execution static analysis of tool-bundles or through dynamic, invariant-checking guards at the Suture execution bridge.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-g1o0","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":30,"topic":"Completion Enforcement: Static Formal Verification vs. Runtime Assertion Guards — Determine if protocol compliance should be enforced via pre-execution static analysis of tool-bundles or through dynamic, invariant-checking guards at the Suture execution bridge.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"23:43:36"},{"id":"completion-enforcement-static-formal-verificatio-g1zi","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Static Formal Verification vs. Runtime Assertion Guards — Determine if protocol compliance should be enforced via pre-execution static analysis of tool-bundles or through dynamic, invariant-checking guards at the Suture execution bridge.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-g8cx","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Completion Enforcement: Static Formal Verification vs. Runtime Assertion Guards — Determine if protocol compliance should be enforced via pre-execution static analysis of tool-bundles or through dynamic, invariant-checking guards at the Suture execution bridge.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"23:38:06"},{"id":"completion-enforcement-static-formal-verificatio-gjop","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-hrdo","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-ipok","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-iw8h","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-j41s","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Static Formal Verification vs. Runtime Assertion Guards — Determine if protocol compliance should be enforced via pre-execution static analysis of tool-bundles or through dynamic, invariant-checking guards at the Suture execution bridge.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-jxa8","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Static Formal Verification vs. Runtime Assertion Guards — Determine if protocol compliance should be enforced via pre-execution static analysis of tool-bundles or through dynamic, invariant-checking guards at the Suture execution bridge.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-kqn4","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Static Formal Verification vs. Runtime Assertion Guards — Determine if protocol compliance should be enforced via pre-execution static analysis of tool-bundles or through dynamic, invariant-checking guards at the Suture execution bridge.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio-srh","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Completion Enforcement: Static Formal Verification vs. Runtime Assertion Guards — Determine if protocol compliance should be enforced via pre-execution static analysis of tool-bundles or through dynamic, invariant-checking guards at the Suture execution bridge.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"completion-enforcement-static-formal-verificatio","name":"Completion Enforcement: Static Formal Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":40,"topic":"Completion Enforcement: Static Formal Verification vs. Runtime Assertion Guards — Determine if protocol compliance should be enforced via pre-execution static analysis of tool-bundles or through dynamic, invariant-checking guards at the Suture execution bridge.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"23:34:04"},{"id":"completion-enforcement-strict-boundary-gating-vs","name":"Completion Enforcement: Strict Boundary Gating vs. Soft","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Completion Enforcement: Strict Boundary Gating vs. Soft Horizon — Whether tasks are marked complete only upon 100% metric satisfaction or via a heuristic confidence threshold.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"10:31:17"},{"id":"completion-enforcement-temporal-causal-gating-vs-kouy","name":"Completion Enforcement: Temporal-Causal Gating vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Completion Enforcement: Temporal-Causal Gating vs. Structural-Dependency Graph Validation — Trade off the latency of a strict temporal sequence check against the computational overhead of validating the entire structural dependency graph before completion.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:42:37"},{"id":"completion-enforcement-temporal-causal-gating-vs","name":"Completion Enforcement: Temporal-Causal Gating vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Completion Enforcement: Temporal-Causal Gating vs. Structural-Dependency Graph Validation — Trade off the latency of a strict temporal sequence check against the computational overhead of validating the entire structural dependency graph before completion.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:32:09"},{"id":"completion-enforcement-terminal-kill-vs-soft-dep","name":"Completion Enforcement: Terminal Kill vs. Soft Deprecation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Completion Enforcement: Terminal Kill vs. Soft Deprecation — Does the protocol require an immediate hard termination of non-compliant tasks or a gradual soft deprecation period allowing for graceful shutdown and data recovery?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"17:37:42"},{"id":"completion-enforcement-vs-creative-emergence","name":"Completion Enforcement vs. Creative Emergence","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Completion Enforcement vs. Creative Emergence — Whether the Completion Enforcement Protocol suppresses the discovery of arcane architectural patterns by forcing premature convergence on a predefined spec.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"03:00:13"},{"id":"completion-protocol-hard-halt-vs-soft-nudge","name":"Completion Protocol: Hard Halt vs. Soft Nudge","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Completion Protocol: Hard Halt vs. Soft Nudge — Should the Completion Enforcement Protocol trigger immediate termination on missing steps or only log warnings for manual review?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"17:37:42"},{"id":"completion-protocol-scope-boundaries-vs-emergent","name":"Completion Protocol: Scope Boundaries vs. Emergent Tasks","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Completion Protocol: Scope Boundaries vs. Emergent Tasks — Does completion enforcement strictly limit scope to initial specs or allow emergent sub-tasks during execution?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"09:52:18"},{"id":"completion-signal-self-declared-success-vs-outpu-bynj","name":"Completion Signal: Self-Declared Success vs. Output","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":8,"topic":"Completion Signal: Self-Declared Success vs. Output Verification — Whether a task is complete when the worker claims success or only when the output meets specific verifiable criteria.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"07:36:48"},{"id":"completion-signal-self-declared-success-vs-outpu","name":"Completion Signal: Self-Declared Success vs. Output","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Completion Signal: Self-Declared Success vs. Output Verification — Whether a task is complete when the worker claims success or only when the output meets specific verifiable criteria.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:57:59"},{"id":"compromise-detection-anomaly-scoring-vs-behavior-6fk6","name":"Compromise Detection: Anomaly Scoring vs. Behavioral","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Compromise Detection: Anomaly Scoring vs. Behavioral Profiling — Should correlated compromise be detected by scoring deviations from established norms (anomaly scoring) or modeling expected behavior (behavioral profiling)?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:59:56"},{"id":"compromise-detection-anomaly-scoring-vs-behavior","name":"Compromise Detection: Anomaly Scoring vs. Behavioral","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Compromise Detection: Anomaly Scoring vs. Behavioral Profiling — Should correlated compromise be detected by scoring deviations from established norms (anomaly scoring) or modeling expected behavior (behavioral profiling)?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:59:28"},{"id":"conflict-resolution-mediator-arbitration-vs-lead-3h9v","name":"Conflict Resolution: Mediator Arbitration vs Leader Election","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Conflict Resolution: Mediator Arbitration vs Leader Election — When tasks compete for resources, is a dedicated mediator arbitration system preferable to a distributed leader election protocol?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"22:03:32"},{"id":"conflict-resolution-mediator-arbitration-vs-lead","name":"Conflict Resolution: Mediator Arbitration vs Leader Election","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Conflict Resolution: Mediator Arbitration vs Leader Election — When tasks compete for resources, is a dedicated mediator arbitration system preferable to a distributed leader election protocol?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"22:02:02"},{"id":"constraint-satisfaction-sat-solvers-vs-smt-solve-efy","name":"Constraint Satisfaction: SAT Solvers vs. SMT Solvers","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Constraint Satisfaction: SAT Solvers vs. SMT Solvers — Should constraint satisfaction rely on highly optimized SAT solvers or more expressive, yet potentially slower, SMT solvers?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"22:01:29"},{"id":"constraint-satisfaction-sat-solvers-vs-smt-solve","name":"Constraint Satisfaction: SAT Solvers vs. SMT Solvers","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Constraint Satisfaction: SAT Solvers vs. SMT Solvers — Should constraint satisfaction rely on highly optimized SAT solvers or more expressive, yet potentially slower, SMT solvers?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"22:00:06"},{"id":"context-compression-lossy-summaries-vs-lossless-2jw0","name":"Context Compression: Lossy Summaries vs. Lossless Anchors","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Context Compression: Lossy Summaries vs. Lossless Anchors — Whether to reduce context size via summarization or keep full verbatim records of critical events.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"07:20:49"},{"id":"context-compression-lossy-summaries-vs-lossless","name":"Context Compression: Lossy Summaries vs. Lossless Anchors","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Context Compression: Lossy Summaries vs. Lossless Anchors — Whether to reduce context size via summarization or keep full verbatim records of critical events.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:56:58"},{"id":"context-decay-weighted-importance-vs-absolute-te-lfkt","name":"Context Decay: Weighted Importance vs. Absolute Temporal","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":20,"topic":"Context Decay: Weighted Importance vs. Absolute Temporal Expiry — Whether memory should be pruned based on a calculated utility score or a strict time-to-live (TTL) window.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"06:43:05"},{"id":"context-decay-weighted-importance-vs-absolute-te","name":"Context Decay: Weighted Importance vs. Absolute Temporal","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Context Decay: Weighted Importance vs. Absolute Temporal Expiry — Whether memory should be pruned based on a calculated utility score or a strict time-to-live (TTL) window.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:54:23"},{"id":"context-evolution-linear-history-vs-branching-st-d9uy","name":"Context Evolution: Linear History vs. Branching State Trees","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":16,"topic":"Context Evolution: Linear History vs. Branching State Trees — Whether conversation memory should be a linear chronological stream or a tree of branching deliberative states.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"06:39:41"},{"id":"context-evolution-linear-history-vs-branching-st","name":"Context Evolution: Linear History vs. Branching State Trees","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Context Evolution: Linear History vs. Branching State Trees — Whether conversation memory should be a linear chronological stream or a tree of branching deliberative states.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:54:12"},{"id":"context-gating-strict-doctrine-validation-vs-flu-5zye","name":"Context Gating: Strict Doctrine Validation vs. Fluid","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":9,"topic":"Context Gating: Strict Doctrine Validation vs. Fluid Context Integration — Whether responses must be gated by verified doctrine presence or can proceed using fluid, high-probability context associations.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:22:52"},{"id":"context-gating-strict-doctrine-validation-vs-flu","name":"Context Gating: Strict Doctrine Validation vs. Fluid","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Context Gating: Strict Doctrine Validation vs. Fluid Context Integration — Whether responses must be gated by verified doctrine presence or can proceed using fluid, high-probability context associations.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:53:34"},{"id":"context-hydration-eager-full-slot-vs-lazy-fragme-hqsp","name":"Context Hydration: Eager Full-Slot vs. Lazy Fragmented","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Context Hydration: Eager Full-Slot vs. Lazy Fragmented Loading — Whether slots should be fully materialized into the prompt or streamed in fragments based on real-time need.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"05:56:39"},{"id":"context-hydration-eager-full-slot-vs-lazy-fragme","name":"Context Hydration: Eager Full-Slot vs. Lazy Fragmented","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Context Hydration: Eager Full-Slot vs. Lazy Fragmented Loading — Whether slots should be fully materialized into the prompt or streamed in fragments based on real-time need.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:50:54"},{"id":"context-hydration-just-in-time-retrieval-vs-proa-eu0b","name":"Context Hydration: Just-In-Time Retrieval vs. Proactive","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Context Hydration: Just-In-Time Retrieval vs. Proactive Speculative Loading — Whether context should be pulled only upon tool request or proactively pushed based on predicted agentic trajectories.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:14:58"},{"id":"context-hydration-just-in-time-retrieval-vs-proa","name":"Context Hydration: Just-In-Time Retrieval vs. Proactive","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Context Hydration: Just-In-Time Retrieval vs. Proactive Speculative Loading — Whether context should be pulled only upon tool request or proactively pushed based on predicted agentic trajectories.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:53:17"},{"id":"context-management-fixed-window-slotted-memory-v-8ufu","name":"Context Management: Fixed-Window Slotted Memory vs. Dynamic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"Context Management: Fixed-Window Slotted Memory vs. Dynamic Fluid Context — Whether memory should be organized into rigid, immutable slots or a fluid, evolving stream of relevant information.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:07:50"},{"id":"context-management-fixed-window-slotted-memory-v","name":"Context Management: Fixed-Window Slotted Memory vs. Dynamic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Context Management: Fixed-Window Slotted Memory vs. Dynamic Fluid Context — Whether memory should be organized into rigid, immutable slots or a fluid, evolving stream of relevant information.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:51:38"},{"id":"context-materialization-deterministic-slotting-v","name":"Context Materialization: Deterministic Slotting vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":22,"topic":"Context Materialization: Deterministic Slotting vs. Semantic Clustering — Whether the system prompt should be constructed via deterministic slot ordering or dynamic semantic clustering based on the immediate task vector.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"12:25:23"},{"id":"context-prioritization-recency-vs-semantic-centr-1uxq","name":"Context Prioritization: Recency vs. Semantic Centrality","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Context Prioritization: Recency vs. Semantic Centrality — Whether the system should prioritize the most recent conversation turns or the most semantically central nodes of the knowledge graph.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"06:11:48"},{"id":"context-prioritization-recency-vs-semantic-centr","name":"Context Prioritization: Recency vs. Semantic Centrality","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Context Prioritization: Recency vs. Semantic Centrality — Whether the system should prioritize the most recent conversation turns or the most semantically central nodes of the knowledge graph.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:52:06"},{"id":"context-priority-recency-bias-vs-doctrine-domina-5o8g","name":"Context Priority: Recency Bias vs. Doctrine Dominance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":11,"topic":"Context Priority: Recency Bias vs. Doctrine Dominance — Whether the most recent conversational turns should override contradictory instructions found in established doctrine slots during reasoning.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:52:29"},{"id":"context-priority-recency-bias-vs-doctrine-domina","name":"Context Priority: Recency Bias vs. Doctrine Dominance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Context Priority: Recency Bias vs. Doctrine Dominance — Whether the most recent conversational turns should override contradictory instructions found in established doctrine slots during reasoning.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:55:02"},{"id":"context-proofing-as-hard-constraint-vs-soft-hint-bvu6","name":"Context-Proofing as Hard Constraint vs. Soft Hint","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Context-Proofing as Hard Constraint vs. Soft Hint — Whether the absence of a [context-proof] stamp should trigger an immediate halt of reasoning or simply a warning flag.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"07:28:13"},{"id":"context-proofing-as-hard-constraint-vs-soft-hint","name":"Context-Proofing as Hard Constraint vs. Soft Hint","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Context-Proofing as Hard Constraint vs. Soft Hint — Whether the absence of a [context-proof] stamp should trigger an immediate halt of reasoning or simply a warning flag.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:57:37"},{"id":"context-proofing-mandatory-verification-vs-optim-eipa","name":"Context-Proofing: Mandatory Verification vs. Optimistic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":14,"topic":"Context-Proofing: Mandatory Verification vs. Optimistic Trust — Whether every retrieved doctrine block must be cryptographically verified before use or if optimistic trust is acceptable for low-risk tasks.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"08:10:18"},{"id":"context-proofing-mandatory-verification-vs-optim","name":"Context-Proofing: Mandatory Verification vs. Optimistic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Context-Proofing: Mandatory Verification vs. Optimistic Trust — Whether every retrieved doctrine block must be cryptographically verified before use or if optimistic trust is acceptable for low-risk tasks.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:59:50"},{"id":"context-pruning-semantic-importance-vs-token-bud-3fck","name":"Context Pruning: Semantic Importance vs. Token Budget","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":8,"topic":"Context Pruning: Semantic Importance vs. Token Budget Optimization — Whether the context window should be managed by discarding the least semantically relevant data or by aggressive token-count truncation.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"06:25:45"},{"id":"context-pruning-semantic-importance-vs-token-bud","name":"Context Pruning: Semantic Importance vs. Token Budget","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Context Pruning: Semantic Importance vs. Token Budget Optimization — Whether the context window should be managed by discarding the least semantically relevant data or by aggressive token-count truncation.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:53:45"},{"id":"context-slot-ordering-alphabetical-vs-semantic-p-dpn3","name":"Context Slot Ordering: Alphabetical vs. Semantic Priority","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":6,"topic":"Context Slot Ordering: Alphabetical vs. Semantic Priority — Whether the system prompt should be structured by a fixed alphabetical index or dynamically re-ordered based on the current task's semantic weight.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"07:07:06"},{"id":"context-slot-ordering-alphabetical-vs-semantic-p","name":"Context Slot Ordering: Alphabetical vs. Semantic Priority","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Context Slot Ordering: Alphabetical vs. Semantic Priority — Whether the system prompt should be structured by a fixed alphabetical index or dynamically re-ordered based on the current task's semantic weight.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:55:46"},{"id":"context-slot-pruning-least-recently-used-vs-3bbm","name":"Context-Slot Pruning: Least-Recently-Used vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":8,"topic":"Context-Slot Pruning: Least-Recently-Used vs. Dependency-Graph Weighting — Whether to evict context slots based on temporal usage or based on their centrality to the current task's dependency graph.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"07:15:05"},{"id":"context-slot-pruning-least-recently-used-vs","name":"Context-Slot Pruning: Least-Recently-Used vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Context-Slot Pruning: Least-Recently-Used vs. Dependency-Graph Weighting — Whether to evict context slots based on temporal usage or based on their centrality to the current task's dependency graph.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:56:30"},{"id":"context-slots-immutable-snapshots-vs-mutable-liv-hfqd","name":"Context Slots: Immutable Snapshots vs. Mutable Living","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Context Slots: Immutable Snapshots vs. Mutable Living Documents — Whether context slots should be read-only historical records or dynamically updated based on new findings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"05:56:14"},{"id":"context-slots-immutable-snapshots-vs-mutable-liv","name":"Context Slots: Immutable Snapshots vs. Mutable Living","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Context Slots: Immutable Snapshots vs. Mutable Living Documents — Whether context slots should be read-only historical records or dynamically updated based on new findings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:50:32"},{"id":"context-slotting-user-curated-vs-governor-manage-fn6e","name":"Context Slotting: User-Curated vs. Governor-Managed","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Context Slotting: User-Curated vs. Governor-Managed — Whether the operator should maintain absolute control over context slots or allow Governor to autonomously swap slots based on task drift.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"06:43:48"},{"id":"context-slotting-user-curated-vs-governor-manage","name":"Context Slotting: User-Curated vs. Governor-Managed","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Context Slotting: User-Curated vs. Governor-Managed — Whether the operator should maintain absolute control over context slots or allow Governor to autonomously swap slots based on task drift.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:54:51"},{"id":"context-strategy-semantic-compression-vs-lossles-42a5","name":"Context Strategy: Semantic Compression vs. Lossless","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Context Strategy: Semantic Compression vs. Lossless Archiving — Whether long-term memory should be distilled into high-density semantic summaries or preserved as a lossless, searchable archive.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:10:25"},{"id":"context-strategy-semantic-compression-vs-lossles","name":"Context Strategy: Semantic Compression vs. Lossless","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Context Strategy: Semantic Compression vs. Lossless Archiving — Whether long-term memory should be distilled into high-density semantic summaries or preserved as a lossless, searchable archive.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:51:49"},{"id":"context-window-fixed-buffer-vs-elastic-expansion-2im5","name":"Context Window: Fixed Buffer vs. Elastic Expansion","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":20,"topic":"Context Window: Fixed Buffer vs. Elastic Expansion — If context management should use a rigid fixed-size window or dynamically expand based on task complexity.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"08:02:14"},{"id":"context-window-fixed-buffer-vs-elastic-expansion","name":"Context Window: Fixed Buffer vs. Elastic Expansion","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Context Window: Fixed Buffer vs. Elastic Expansion — If context management should use a rigid fixed-size window or dynamically expand based on task complexity.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:58:54"},{"id":"continuous-improvement-aggressive-refactor-vs-co","name":"Continuous Improvement: Aggressive Refactor vs Conservative","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":14,"topic":"Continuous Improvement: Aggressive Refactor vs Conservative Patch — Should codebase improvements prioritize aggressive structural refactoring or conservative, minimal-diff patches to reduce regression risk?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"11:04:05"},{"id":"continuous-improvement-automated-refactor-vs-hum","name":"Continuous Improvement: Automated Refactor vs. Human Review","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Continuous Improvement: Automated Refactor vs. Human Review — Can the colony autonomously merge code changes based on heuristic warnings, or does every improvement require human validation?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"15:09:42"},{"id":"continuous-improvement-scope-vs-velocity","name":"Continuous Improvement: Scope vs. Velocity","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Continuous Improvement: Scope vs. Velocity — Balance the tension between deep structural refactoring and rapid, shallow warning elimination.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"13:38:07"},{"id":"correlated-compromise-differential-hashing-vs-in-dars","name":"Correlated Compromise: Differential Hashing vs. Independent","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Correlated Compromise: Differential Hashing vs. Independent Shards — Settle whether to detect undetectable correlated failures via differential hashing of independent shards or by accepting higher storage costs for fully isolated verification chains.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:59:10"},{"id":"correlated-compromise-differential-hashing-vs-in","name":"Correlated Compromise: Differential Hashing vs. Independent","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Correlated Compromise: Differential Hashing vs. Independent Shards — Settle whether to detect undetectable correlated failures via differential hashing of independent shards or by accepting higher storage costs for fully isolated verification chains.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:58:43"},{"id":"cross-fleet-telemetry-centralized-event-bus-vs-cxu5","name":"Cross-Fleet Telemetry: Centralized Event Bus vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"Cross-Fleet Telemetry: Centralized Event Bus vs. Distributed Gossip — Whether fleet-wide state synchronization should occur via a central coordinator or through a peer-to-peer gossip protocol to eliminate single points of failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"07:15:15"},{"id":"cross-fleet-telemetry-centralized-event-bus-vs","name":"Cross-Fleet Telemetry: Centralized Event Bus vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Cross-Fleet Telemetry: Centralized Event Bus vs. Distributed Gossip — Whether fleet-wide state synchronization should occur via a central coordinator or through a peer-to-peer gossip protocol to eliminate single points of failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:56:36"},{"id":"cross-model-consensus-vs-single-model-authority","name":"Cross-Model Consensus vs. Single-Model Authority","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":16,"topic":"Cross-Model Consensus vs. Single-Model Authority — Whether critical architectural decisions require agreement between Governor and Qwen or if a single lead agent should hold final veto.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"04:10:47"},{"id":"cryptographic-attestation-zero-knowledge-proofs-1vxz","name":"Cryptographic Attestation: Zero-Knowledge Proofs vs. Secure","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Cryptographic Attestation: Zero-Knowledge Proofs vs. Secure Enclaves — Should constraint layer attestation use Zero-Knowledge Proofs for privacy, or Secure Enclaves for performance and simpler implementation?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:58:31"},{"id":"cryptographic-attestation-zero-knowledge-proofs","name":"Cryptographic Attestation: Zero-Knowledge Proofs vs. Secure","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Cryptographic Attestation: Zero-Knowledge Proofs vs. Secure Enclaves — Should constraint layer attestation use Zero-Knowledge Proofs for privacy, or Secure Enclaves for performance and simpler implementation?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:57:12"},{"id":"cuda-byte-vault-pinning-vs-dynamic-demand-paging","name":"CUDA Byte Vault Pinning vs. Dynamic Demand Paging","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":35,"topic":"CUDA Byte Vault Pinning vs. Dynamic Demand Paging — Whether critical source bytes should be permanently pinned in VRAM or managed via a dynamic demand-paging retrieval system.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:05:33"},{"id":"cuda-vault-pinning-predictive-pre-loading-vs-rea-bhdz","name":"CUDA Vault Pinning: Predictive Pre-loading vs. Reactive","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"CUDA Vault Pinning: Predictive Pre-loading vs. Reactive Fetching — Whether GPU memory should be allocated based on predicted agent intent or strictly on-demand based on tool calls.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"07:43:31"},{"id":"cuda-vault-pinning-predictive-pre-loading-vs-rea","name":"CUDA Vault Pinning: Predictive Pre-loading vs. Reactive","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"CUDA Vault Pinning: Predictive Pre-loading vs. Reactive Fetching — Whether GPU memory should be allocated based on predicted agent intent or strictly on-demand based on tool calls.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:58:37"},{"id":"cuda-vaulting-static-page-pinning-vs-dynamic","name":"Cuda Vaulting: Static Page Pinning vs. Dynamic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":19,"topic":"Cuda Vaulting: Static Page Pinning vs. Dynamic Least-Recently-Used Eviction — Whether critical shard bytes should be permanently pinned in VRAM or managed via a dynamic eviction policy to maximize available GPU memory.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"12:40:09"},{"id":"daemon-liveness-heartbeat-frequency-vs-resource","name":"Daemon Liveness: Heartbeat Frequency vs. Resource Cost","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":13,"topic":"Daemon Liveness: Heartbeat Frequency vs. Resource Cost — Should the daemon prioritize low-latency responsiveness with high-frequency heartbeats or conserve resources by using longer, less frequent checks?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"10:19:42"},{"id":"daemon-v2-monolithic-core-vs-distributed-microse","name":"Daemon V2: Monolithic Core vs. Distributed Microservices","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Daemon V2: Monolithic Core vs. Distributed Microservices — Does the Daemon V2 architecture benefit more from a monolithic core for consistency or distributed microservices for scalability?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"13:00:04"},{"id":"data-provenance-merkle-trees-vs-signed-attribute-kzkv","name":"Data Provenance: Merkle Trees vs. Signed Attribute Bundles","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Data Provenance: Merkle Trees vs. Signed Attribute Bundles — Should data provenance be secured via cryptographic Merkle trees or signed attribute bundles offering granular access control?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"22:01:53"},{"id":"data-provenance-merkle-trees-vs-signed-attribute","name":"Data Provenance: Merkle Trees vs. Signed Attribute Bundles","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Data Provenance: Merkle Trees vs. Signed Attribute Bundles — Should data provenance be secured via cryptographic Merkle trees or signed attribute bundles offering granular access control?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"22:00:06"},{"id":"debt-weighted-materialization-vs-zero-debt-execu","name":"Debt-Weighted Materialization vs. Zero-Debt Execution","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Debt-Weighted Materialization vs. Zero-Debt Execution — Whether the system should allow 'technical debt' in memory to speed up synthesis or enforce a zero-debt invariant at every step.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"17:54:29"},{"id":"deltanet-arithmetic-precision-vs-efficiency","name":"DeltaNet Arithmetic: Precision vs. Efficiency","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":21,"topic":"DeltaNet Arithmetic: Precision vs. Efficiency — Whether the pure arithmetic primitives should enforce strict integer-only constraints for determinism or allow floating-point approximations to reduce computational overhead.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"13:54:34"},{"id":"deltanet-exact-arithmetic-vs-approximate-float","name":"Deltanet: Exact Arithmetic vs Approximate Float","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":27,"topic":"Deltanet: Exact Arithmetic vs Approximate Float — Whether pure arithmetic primitives must guarantee bit-exact reproducibility across platforms or allow floating-point approximation for speed.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"11:24:59"},{"id":"deltanet-precision-static-bounds-vs-dynamic-scal","name":"Deltanet Precision: Static Bounds vs. Dynamic Scaling","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":21,"topic":"Deltanet Precision: Static Bounds vs. Dynamic Scaling — Should arithmetic primitives use fixed precision bounds or dynamically scale based on input magnitude?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"12:09:54"},{"id":"deltanet-primitives-abstraction-vs-performance","name":"DeltaNet Primitives: Abstraction vs. Performance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":20,"topic":"DeltaNet Primitives: Abstraction vs. Performance — Do pure arithmetic primitives justify the computational overhead compared to optimized native library calls?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"13:43:02"},{"id":"deltanet-primitives-arithmetic-rigidity-vs-float","name":"Deltanet Primitives: Arithmetic Rigidity vs. Floating Point","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":32,"topic":"Deltanet Primitives: Arithmetic Rigidity vs. Floating Point Flexibility — Should the layer strictly forbid floating-point operations to ensure determinism, or allow them where precision demands it?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"12:45:18"},{"id":"deltanet-primitives-deterministic-replay-vs-stoc","name":"DeltaNet Primitives: Deterministic Replay vs. Stochastic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"DeltaNet Primitives: Deterministic Replay vs. Stochastic Sampling — Should the arithmetic primitives guarantee bit-for-bit deterministic replay for auditability, or allow stochastic sampling for higher expressivity?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"16:59:51"},{"id":"deltanet-primitives-exactness-vs-approximation-s","name":"Deltanet Primitives: Exactness vs. Approximation Speed","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":11,"topic":"Deltanet Primitives: Exactness vs. Approximation Speed — Does the arithmetic layer require strict integer exactness or allow floating-point approximations for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"12:46:23"},{"id":"deltanet-primitives-fixed-arithmetic-vs-learned","name":"Deltanet Primitives: Fixed Arithmetic vs. Learned Constants","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Deltanet Primitives: Fixed Arithmetic vs. Learned Constants — Whether the DeltaNet layer should use fixed, explainable arithmetic constants or learned weights that adapt to input distributions.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"09:18:04"},{"id":"deltanet-primitives-fixed-precision-vs-adaptive","name":"Deltanet Primitives: Fixed Precision vs. Adaptive Range","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Deltanet Primitives: Fixed Precision vs. Adaptive Range — Whether arithmetic primitives should use fixed-point determinism or dynamic floating-point for numerical stability.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"11:35:57"},{"id":"deltanet-primitives-hardcoded-constants-vs-runti","name":"Deltanet Primitives: Hardcoded Constants vs. Runtime","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Deltanet Primitives: Hardcoded Constants vs. Runtime Calibration — Should arithmetic primitives use fixed constants for stability or runtime-calibrated values for adaptability?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"09:51:58"},{"id":"deltanet-primitives-pure-arithmetic-vs-optimized","name":"DeltaNet Primitives: Pure Arithmetic vs. Optimized Ops","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"DeltaNet Primitives: Pure Arithmetic vs. Optimized Ops — Whether to enforce pure arithmetic primitives for clarity or allow fused operations for performance.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"15:12:07"},{"id":"deltanet-primitives-pure-math-vs-hardware-intrin","name":"Deltanet Primitives: Pure Math vs Hardware Intrinsics","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Deltanet Primitives: Pure Math vs Hardware Intrinsics — Must the layer restrict itself to portable arithmetic or allow optimized SIMD intrinsics?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"10:51:11"},{"id":"deltanet-primitives-purity-vs-practical-optimiza","name":"DeltaNet Primitives: Purity vs. Practical Optimization","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"DeltaNet Primitives: Purity vs. Practical Optimization — Must Deltanet Primitives remain strictly pure arithmetic for theoretical consistency, or can they include stateful optimizations if performance gains are significant?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"09:59:51"},{"id":"deltanet-primitives-zero-copy-vs-safe-bounds-che","name":"Deltanet Primitives: Zero-Copy vs. Safe Bounds Checking","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"Deltanet Primitives: Zero-Copy vs. Safe Bounds Checking — If the pure arithmetic layer should prioritize zero-copy memory access or strict bounds checking to prevent silent corruption.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"10:23:09"},{"id":"deltanet-scalar-precision-vs-vectorized-approxim","name":"Deltanet: Scalar Precision vs Vectorized Approximation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Deltanet: Scalar Precision vs Vectorized Approximation — Must primitive arithmetic maintain exact scalar precision or can it use vectorized approximate operations for speed?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"11:14:30"},{"id":"deltanet-transplant-shared-weights-vs-isolation","name":"DeltaNet Transplant: Shared Weights vs. Isolation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":6,"topic":"DeltaNet Transplant: Shared Weights vs. Isolation — Must DeltaNet weights remain isolated to prevent cross-modal contamination, or should they be shared to maximize resource efficiency?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"12:56:18"},{"id":"deltanet-weight-sharing-vs-isolation","name":"DeltaNet: Weight Sharing vs. Isolation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":44,"topic":"DeltaNet: Weight Sharing vs. Isolation — Should DeltaNet layers share base weights to save memory or remain isolated for stability?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"09:59:44"},{"id":"deterministic-beekeeper-logs-vs-probabilistic-na","name":"Deterministic Beekeeper Logs vs. Probabilistic Narrative","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":31,"topic":"Deterministic Beekeeper Logs vs. Probabilistic Narrative — Should the Beekeeper Record enforce strict factual precision or allow adaptive narrative synthesis to capture emergent colony insights?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"16:22:41"},{"id":"deterministic-execution-guardrails-vs-probabilis-ksna","name":"Deterministic Execution Guardrails vs. Probabilistic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Deterministic Execution Guardrails vs. Probabilistic Agentic Exploration — Whether the colony should prioritize strict adherence to predefined protocols or allow stochastic deviation to discover more efficient paths.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"05:51:25"},{"id":"deterministic-execution-guardrails-vs-probabilis","name":"Deterministic Execution Guardrails vs. Probabilistic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Deterministic Execution Guardrails vs. Probabilistic Agentic Exploration — Whether the colony should prioritize strict adherence to predefined protocols or allow stochastic deviation to discover more efficient paths.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:50:21"},{"id":"deterministic-output-constraints-vs-stochastic-e","name":"Deterministic Output Constraints vs. Stochastic Exploration","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Deterministic Output Constraints vs. Stochastic Exploration — Whether the prime objective of Arcane 3D worlds requires strict seed-determinism or allows stochastic drifts for creative emergence.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"03:54:04"},{"id":"deterministic-path-tracing-vs-stochastic-world-g","name":"Deterministic Path-Tracing vs. Stochastic World Generation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":14,"topic":"Deterministic Path-Tracing vs. Stochastic World Generation — Whether arcane 3D worlds should be derived from a fixed seed-graph or emerge through iterative agentic refinement.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"04:45:24"},{"id":"deterministic-pruning-vs-probabilistic-retention","name":"Deterministic Pruning vs. Probabilistic Retention","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Deterministic Pruning vs. Probabilistic Retention — Decide whether dead code removal must be deterministic or if probabilistic retention for potential future utility is acceptable.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"17:51:42"},{"id":"deterministic-replay-of-a-fleet-or-hopeful-recon","name":"Deterministic replay of a fleet, or hopeful reconstruction","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"deterministic-reproducibility-vs-adaptive-routin","name":"Deterministic Reproducibility vs. Adaptive Routing","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":11,"topic":"Deterministic Reproducibility vs. Adaptive Routing — Should execution paths be strictly fixed for auditability or dynamically optimized for efficiency?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"08:10:53"},{"id":"deterministic-scheduling-vs-dynamic-priority-inv","name":"Deterministic Scheduling vs. Dynamic Priority Inversion","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":12,"topic":"Deterministic Scheduling vs. Dynamic Priority Inversion — Should the colony enforce strict FIFO execution for determinism or allow dynamic priority inversion to optimize critical path completion?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"08:57:33"},{"id":"deterministic-shard-indexing-vs-probabilistic-ve","name":"Deterministic Shard-Indexing vs. Probabilistic Vector Search","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"Deterministic Shard-Indexing vs. Probabilistic Vector Search — Whether the colony should prioritize exact hash-locked shard retrieval over embedding-based semantic search for critical source memory.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"17:49:17"},{"id":"deterministic-shard-routing-vs-semantic-broadcas","name":"Deterministic Shard Routing vs. Semantic Broadcast","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Deterministic Shard Routing vs. Semantic Broadcast — Whether memory retrieval should rely on strict addressable pointers or a semantic search that casts a wider, potentially noisier net.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"05:14:13"},{"id":"deterministic-state-hashing-vs-semantic-versioni-7v2","name":"Deterministic State Hashing vs. Semantic Versioning for","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":30,"topic":"Deterministic State Hashing vs. Semantic Versioning for Shards — Whether shards should be versioned by content-addressable hashes to ensure absolute reproducibility or by semantic versions to allow for iterative refinement.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"07:30:35"},{"id":"deterministic-state-hashing-vs-semantic-versioni","name":"Deterministic State Hashing vs. Semantic Versioning for","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Deterministic State Hashing vs. Semantic Versioning for Shards — Whether shards should be versioned by content-addressable hashes to ensure absolute reproducibility or by semantic versions to allow for iterative refinement.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:56:25"},{"id":"deterministic-tool-sequencing-vs-probabilistic-t-40p7","name":"Deterministic Tool Sequencing vs. Probabilistic Tool","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Deterministic Tool Sequencing vs. Probabilistic Tool Chaining — Whether complex tasks require a hard-coded DAG of tool calls or a LLM-driven dynamic selection process.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"07:27:54"},{"id":"deterministic-tool-sequencing-vs-probabilistic-t","name":"Deterministic Tool Sequencing vs. Probabilistic Tool","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Deterministic Tool Sequencing vs. Probabilistic Tool Chaining — Whether complex tasks require a hard-coded DAG of tool calls or a LLM-driven dynamic selection process.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:57:37"},{"id":"direct-memory-dma-vs-tool-mediated-retrieval","name":"Direct Memory DMA vs. Tool-Mediated Retrieval","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":22,"topic":"Direct Memory DMA vs. Tool-Mediated Retrieval — Whether the agent should have direct memory-mapped access to shard bytes or maintain a strict tool-mediated boundary to prevent prompt bloat.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"15:55:10"},{"id":"duel","name":"Duel","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["you","gemma","qwen"],"turns":9,"topic":"A question worth two opposed answers: Gemma and Qwen, no operator in the rotation.","room_mode":"three_way","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"00:42:41"},{"id":"dynamic-protocol-selection-based-on-task-risk","name":"Dynamic Protocol Selection Based on Task Risk","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":17,"topic":"Dynamic Protocol Selection Based on Task Risk — Should the system dynamically switch between strict and lenient protocols based on estimated task risk, or use a fixed protocol for all tasks?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"08:39:28"},{"id":"eager-shard-indexing-vs-lazy-semantic-discovery-8193","name":"Eager Shard Indexing vs. Lazy Semantic Discovery","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":12,"topic":"Eager Shard Indexing vs. Lazy Semantic Discovery — Whether all source material must be pre-indexed into shards or if the system should rely on real-time recursive discovery during execution.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"05:52:22"},{"id":"eager-shard-indexing-vs-lazy-semantic-discovery","name":"Eager Shard Indexing vs. Lazy Semantic Discovery","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Eager Shard Indexing vs. Lazy Semantic Discovery — Whether all source material must be pre-indexed into shards or if the system should rely on real-time recursive discovery during execution.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:50:04"},{"id":"emergency-protocol-full-stop-vs-graceful-degrada","name":"Emergency Protocol: Full Stop vs. Graceful Degradation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":14,"topic":"Emergency Protocol: Full Stop vs. Graceful Degradation — Upon emergency detection, should the system halt all operations immediately or attempt graceful degradation to preserve state?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"13:13:26"},{"id":"ephemeral-state-purging-vs-long-term-semantic-ar","name":"Ephemeral State Purging vs. Long-term Semantic Archiving","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":17,"topic":"Ephemeral State Purging vs. Long-term Semantic Archiving — Whether intermediate agentic reasoning should be aggressively purged to prevent context drift or archived for future forensic auditing.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:13:07"},{"id":"ephemeral-vs-persistent-agentic-persona","name":"Ephemeral vs. Persistent Agentic Persona","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":6,"topic":"Ephemeral vs. Persistent Agentic Persona — Whether sub-agents should be completely stateless to prevent drift or carry a minimal persistent identity across tasks.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"08:31:12"},{"id":"epistemic-anchor-operator-intent-vs-source-liter","name":"Epistemic Anchor: Operator Intent vs. Source Literalism","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":15,"topic":"Epistemic Anchor: Operator Intent vs. Source Literalism — Whether ambiguous source code should be executed as written or interpreted through the Operator's stated high-level intent.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"13:14:23"},{"id":"epistemic-gating-vs-heuristic-trust-in-shard-ret-iaw7","name":"Epistemic Gating vs. Heuristic Trust in Shard Retrieval","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":26,"topic":"Epistemic Gating vs. Heuristic Trust in Shard Retrieval — Whether every shard retrieval must be verified against a hash-sum before use or if heuristic confidence is sufficient for operational speed.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"07:14:14"},{"id":"epistemic-gating-vs-heuristic-trust-in-shard-ret","name":"Epistemic Gating vs. Heuristic Trust in Shard Retrieval","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Epistemic Gating vs. Heuristic Trust in Shard Retrieval — Whether every shard retrieval must be verified against a hash-sum before use or if heuristic confidence is sufficient for operational speed.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:55:46"},{"id":"epistemic-gating-vs-open-discovery","name":"Epistemic Gating vs. Open Discovery","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Epistemic Gating vs. Open Discovery — Whether unknown state should be gated until verified or if discovery should be open and corrected post-facto.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"17:58:04"},{"id":"epoch-updates-hardware-gated-monotonic-counters","name":"Epoch Updates: Hardware-Gated Monotonic Counters vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":11,"topic":"Epoch Updates: Hardware-Gated Monotonic Counters vs. Software-Signed Heartbeats — Replace NMI-based updates with either a hardware-locked monotonic counter for absolute ordering or a cryptographically signed software heartbeat for fleet-wide synchronization.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"19:27:56"},{"id":"epoch-updates-hardware-timed-heartbeats-vs-logic","name":"Epoch Updates: Hardware-Timed Heartbeats vs. Logical","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":15,"topic":"Epoch Updates: Hardware-Timed Heartbeats vs. Logical Sequence Numbering — Trade off the precision and risk of NMI-based hardware heartbeats against the eventual consistency and overhead of a distributed logical sequence numbering system for epoch transitions.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"19:27:57"},{"id":"error-attribution-single-root-cause-vs-distribut-5hl4","name":"Error Attribution: Single-Root Cause vs. Distributed Blame","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":6,"topic":"Error Attribution: Single-Root Cause vs. Distributed Blame — Whether failures should be traced to a single initiating component or distributed across the entire dependency chain.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"07:41:54"},{"id":"error-attribution-single-root-cause-vs-distribut","name":"Error Attribution: Single-Root Cause vs. Distributed Blame","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Error Attribution: Single-Root Cause vs. Distributed Blame — Whether failures should be traced to a single initiating component or distributed across the entire dependency chain.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:57:59"},{"id":"error-handling-autonomous-self-healing-vs-operat","name":"Error Handling: Autonomous Self-Healing vs. Operator-Gated","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":18,"topic":"Error Handling: Autonomous Self-Healing vs. Operator-Gated Recovery — Whether the colony should automatically attempt to fix daemon failures or halt and wait for human intervention.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"14:52:42"},{"id":"error-handling-fail-fast-halting-vs-speculative-b66w","name":"Error Handling: Fail-Fast Halting vs. Speculative","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Error Handling: Fail-Fast Halting vs. Speculative Continuation — Whether a tool failure should immediately freeze all dependent agents or allow speculative execution to find a workaround.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"05:56:15"},{"id":"error-handling-fail-fast-halting-vs-speculative","name":"Error Handling: Fail-Fast Halting vs. Speculative","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Error Handling: Fail-Fast Halting vs. Speculative Continuation — Whether a tool failure should immediately freeze all dependent agents or allow speculative execution to find a workaround.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:50:37"},{"id":"error-handling-total-system-rollback-vs-localize-ke5k","name":"Error Handling: Total System Rollback vs. Localized Patching","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Error Handling: Total System Rollback vs. Localized Patching — Whether a critical failure should trigger a full state rollback to the last known good checkpoint or an autonomous local patch.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"06:14:20"},{"id":"error-handling-total-system-rollback-vs-localize","name":"Error Handling: Total System Rollback vs. Localized Patching","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Error Handling: Total System Rollback vs. Localized Patching — Whether a critical failure should trigger a full state rollback to the last known good checkpoint or an autonomous local patch.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:52:22"},{"id":"error-propagation-fail-fast-vs-graceful-degradat-2hiq","name":"Error Propagation: Fail-Fast vs. Graceful Degradation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":6,"topic":"Error Propagation: Fail-Fast vs. Graceful Degradation — If a sub-agent fails, should the entire protocol chain terminate or attempt partial recovery.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"07:21:16"},{"id":"error-propagation-fail-fast-vs-graceful-degradat","name":"Error Propagation: Fail-Fast vs. Graceful Degradation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Error Propagation: Fail-Fast vs. Graceful Degradation — If a sub-agent fails, should the entire protocol chain terminate or attempt partial recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:56:53"},{"id":"error-propagation-vs-local-isolation","name":"Error Propagation vs. Local Isolation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":8,"topic":"Error Propagation vs. Local Isolation — Must a single worker failure halt the entire pipeline or is local error containment acceptable?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"05:18:58"},{"id":"error-recovery-diagnostic-pivot-vs-immediate-sta","name":"Error Recovery: Diagnostic Pivot vs. Immediate State Reset","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":20,"topic":"Error Recovery: Diagnostic Pivot vs. Immediate State Reset — Whether a tool failure should trigger a deep-dive diagnostic loop to find the root cause or a clean state reset to clear potential hallucinations.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"09:16:07"},{"id":"error-recovery-state-reversion-vs-forward-correc","name":"Error Recovery: State Reversion vs. Forward-Correcting","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":16,"topic":"Error Recovery: State Reversion vs. Forward-Correcting Adaptation — Whether the system should roll back to the last known good state or attempt to synthesize a patch forward from the failure.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"13:00:57"},{"id":"error-semantics-explicit-failure-types-vs-unifie-4orb","name":"Error Semantics: Explicit Failure Types vs. Unified","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"Error Semantics: Explicit Failure Types vs. Unified Exception Handling — Whether the system should use a granular, type-safe error hierarchy or a generalized recovery wrapper for all agentic failures.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:07:51"},{"id":"error-semantics-explicit-failure-types-vs-unifie","name":"Error Semantics: Explicit Failure Types vs. Unified","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Error Semantics: Explicit Failure Types vs. Unified Exception Handling — Whether the system should use a granular, type-safe error hierarchy or a generalized recovery wrapper for all agentic failures.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:51:38"},{"id":"execution-philosophy-strict-source-authority-vs-l62d","name":"Execution Philosophy: Strict Source-Authority vs. Heuristic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Execution Philosophy: Strict Source-Authority vs. Heuristic Adaptation — Whether the agent should halt when source is ambiguous or be permitted to hypothesize a solution based on fleet-wide patterns.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:01:03"},{"id":"execution-philosophy-strict-source-authority-vs","name":"Execution Philosophy: Strict Source-Authority vs. Heuristic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Execution Philosophy: Strict Source-Authority vs. Heuristic Adaptation — Whether the agent should halt when source is ambiguous or be permitted to hypothesize a solution based on fleet-wide patterns.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:51:10"},{"id":"explicit-charter-authorship-vs-emergent-behavior","name":"Explicit Charter Authorship vs. Emergent Behavioral Drift","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Explicit Charter Authorship vs. Emergent Behavioral Drift — Whether agentic identity must be strictly defined by a written charter or allowed to evolve through interaction history.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"17:58:01"},{"id":"explicit-handoff-verification-vs-implicit-trust-18z5","name":"Explicit Handoff Verification vs. Implicit Trust-Chain","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":12,"topic":"Explicit Handoff Verification vs. Implicit Trust-Chain Handoff — Whether every agent transition requires a cryptographic or formal proof of state transfer or if contextual continuity is an acceptable proxy.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"05:52:23"},{"id":"explicit-handoff-verification-vs-implicit-trust","name":"Explicit Handoff Verification vs. Implicit Trust-Chain","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Explicit Handoff Verification vs. Implicit Trust-Chain Handoff — Whether every agent transition requires a cryptographic or formal proof of state transfer or if contextual continuity is an acceptable proxy.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:50:04"},{"id":"explicit-state-handoff-vs-implicit-contextual-in-e5zd","name":"Explicit State Handoff vs. Implicit Contextual Inheritance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Explicit State Handoff vs. Implicit Contextual Inheritance — Whether agents must explicitly pass state bundles or rely on shared shard access for continuity.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"05:41:35"},{"id":"explicit-state-handoff-vs-implicit-contextual-in","name":"Explicit State Handoff vs. Implicit Contextual Inheritance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Explicit State Handoff vs. Implicit Contextual Inheritance — Whether agents must explicitly pass state bundles or rely on shared shard access for continuity.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:49:53"},{"id":"false-negative-bounds-hybrid-sampling-vs-formal-glc1","name":"False Negative Bounds: Hybrid Sampling vs. Formal Proofs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"False Negative Bounds: Hybrid Sampling vs. Formal Proofs — Establish the mathematical bounds for the hybrid approach to mitigate solver false negatives, comparing stochastic sampling confidence intervals against formal proof coverage.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:59:11"},{"id":"false-negative-bounds-hybrid-sampling-vs-formal","name":"False Negative Bounds: Hybrid Sampling vs. Formal Proofs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"False Negative Bounds: Hybrid Sampling vs. Formal Proofs — Establish the mathematical bounds for the hybrid approach to mitigate solver false negatives, comparing stochastic sampling confidence intervals against formal proof coverage.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:58:43"},{"id":"false-positive-build-acceptance-criteria","name":"False-Positive Build Acceptance Criteria","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["you","gemma","qwen"],"turns":2,"topic":"False-Positive Build Acceptance Criteria — Whether a build passing all tests (worker-05) is sufficient evidence of correctness when worker-06 reports PRD coverage is absent.","room_mode":"steer","is_running":false,"next_speaker":"you","memory_written":0,"last_at":"02:27:57"},{"id":"fleet-clock-synchronized-wall-time-vs-causal-vec-afdb","name":"Fleet Clock: Synchronized Wall-Time vs. Causal Vector Clocks","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":12,"topic":"Fleet Clock: Synchronized Wall-Time vs. Causal Vector Clocks — Whether the fleet requires a global NTP-synced clock for event ordering or a logical causal ordering to handle network partitions.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"06:35:53"},{"id":"fleet-clock-synchronized-wall-time-vs-causal-vec","name":"Fleet Clock: Synchronized Wall-Time vs. Causal Vector Clocks","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Fleet Clock: Synchronized Wall-Time vs. Causal Vector Clocks — Whether the fleet requires a global NTP-synced clock for event ordering or a logical causal ordering to handle network partitions.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:54:18"},{"id":"fleet-command-direct-action-agency-vs-intent-bas-4u17","name":"Fleet Command: Direct-Action Agency vs. Intent-Based","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Fleet Command: Direct-Action Agency vs. Intent-Based Proposal — Whether Governor should execute fleet-wide mutations immediately upon derivation or submit an intent manifest for peer-model validation first.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:26:18"},{"id":"fleet-command-direct-action-agency-vs-intent-bas","name":"Fleet Command: Direct-Action Agency vs. Intent-Based","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Fleet Command: Direct-Action Agency vs. Intent-Based Proposal — Whether Governor should execute fleet-wide mutations immediately upon derivation or submit an intent manifest for peer-model validation first.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:53:56"},{"id":"fleet-communication-message-passing-vs-shared-st-ccz1","name":"Fleet Communication: Message-Passing vs. Shared State","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Fleet Communication: Message-Passing vs. Shared State — Whether fleet coordination should rely on explicit inter-agent messaging or a shared, synchronized global state vault.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"06:11:49"},{"id":"fleet-communication-message-passing-vs-shared-st","name":"Fleet Communication: Message-Passing vs. Shared State","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Fleet Communication: Message-Passing vs. Shared State — Whether fleet coordination should rely on explicit inter-agent messaging or a shared, synchronized global state vault.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:52:00"},{"id":"fleet-consensus-majority-vote-vs-authority-weigh-uau","name":"Fleet Consensus: Majority Vote vs. Authority-Weighted","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Fleet Consensus: Majority Vote vs. Authority-Weighted Decision — Whether fleet-wide decisions should be reached by simple majority or weighted by the specific node's operational authority and health.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"06:43:47"},{"id":"fleet-consensus-majority-vote-vs-authority-weigh","name":"Fleet Consensus: Majority Vote vs. Authority-Weighted","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Fleet Consensus: Majority Vote vs. Authority-Weighted Decision — Whether fleet-wide decisions should be reached by simple majority or weighted by the specific node's operational authority and health.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:54:40"},{"id":"fleet-consensus-strong-leadership-vs-byzantine-f-3leb","name":"Fleet Consensus: Strong Leadership vs. Byzantine Fault","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Fleet Consensus: Strong Leadership vs. Byzantine Fault Tolerance — Whether fleet coordination should rely on a single authoritative governor or a distributed consensus mechanism to prevent single-point failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:01:39"},{"id":"fleet-consensus-strong-leadership-vs-byzantine-f","name":"Fleet Consensus: Strong Leadership vs. Byzantine Fault","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Fleet Consensus: Strong Leadership vs. Byzantine Fault Tolerance — Whether fleet coordination should rely on a single authoritative governor or a distributed consensus mechanism to prevent single-point failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:51:10"},{"id":"fleet-coordination-centralized-command-vs-stigme","name":"Fleet Coordination: Centralized Command vs. Stigmergic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Fleet Coordination: Centralized Command vs. Stigmergic Autonomous Agent Action — Whether fleet-wide tasks should be orchestrated by a lead Governor or emerge from local environment modifications.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"09:51:47"},{"id":"fleet-coordination-centralized-orchestration-vs-7v9b","name":"Fleet Coordination: Centralized Orchestration vs. Emergent","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Fleet Coordination: Centralized Orchestration vs. Emergent Swarm Intelligence — Whether fleet tasks should be dispatched by a master governor or emerge from local agent negotiations and opportunistic resource grabbing.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:10:26"},{"id":"fleet-coordination-centralized-orchestration-vs","name":"Fleet Coordination: Centralized Orchestration vs. Emergent","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Fleet Coordination: Centralized Orchestration vs. Emergent Swarm Intelligence — Whether fleet tasks should be dispatched by a master governor or emerge from local agent negotiations and opportunistic resource grabbing.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:51:55"},{"id":"fleet-coordination-centralized-orchestrator-vs","name":"Fleet Coordination: Centralized Orchestrator vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":12,"topic":"Fleet Coordination: Centralized Orchestrator vs. Peer-to-Peer Gossip — Whether fleet machines should follow a strict hierarchy for task distribution or use a decentralized gossip protocol for resource discovery.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"09:09:09"},{"id":"fleet-coordination-leader-follower-vs-consensus-hadc","name":"Fleet Coordination: Leader-Follower vs. Consensus-Based","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Fleet Coordination: Leader-Follower vs. Consensus-Based State — Whether a single Governor instance should dictate fleet state or if state must be ratified by multiple nodes.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"05:56:15"},{"id":"fleet-coordination-leader-follower-vs-consensus","name":"Fleet Coordination: Leader-Follower vs. Consensus-Based","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Fleet Coordination: Leader-Follower vs. Consensus-Based State — Whether a single Governor instance should dictate fleet state or if state must be ratified by multiple nodes.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:50:26"},{"id":"fleet-intelligence-homogeneous-model-alignment-v-gt5t","name":"Fleet Intelligence: Homogeneous Model Alignment vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Fleet Intelligence: Homogeneous Model Alignment vs. Heterogeneous Specialization — Whether the fleet should converge on a single optimized governor-weight set or maintain specialized models for distinct operational domains.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:01:02"},{"id":"fleet-intelligence-homogeneous-model-alignment-v","name":"Fleet Intelligence: Homogeneous Model Alignment vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Fleet Intelligence: Homogeneous Model Alignment vs. Heterogeneous Specialization — Whether the fleet should converge on a single optimized governor-weight set or maintain specialized models for distinct operational domains.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:51:05"},{"id":"fleet-knowledge-global-shard-replication-vs-targ-bvi2","name":"Fleet Knowledge: Global Shard Replication vs. Targeted","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Fleet Knowledge: Global Shard Replication vs. Targeted Sharding — Whether every fleet node should maintain a full mirror of core doctrine shards or if a distributed, request-based retrieval model is more scalable.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:52:55"},{"id":"fleet-knowledge-global-shard-replication-vs-targ","name":"Fleet Knowledge: Global Shard Replication vs. Targeted","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Fleet Knowledge: Global Shard Replication vs. Targeted Sharding — Whether every fleet node should maintain a full mirror of core doctrine shards or if a distributed, request-based retrieval model is more scalable.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:55:13"},{"id":"fleet-memory-centralized-shard-authority-vs-edge","name":"Fleet Memory: Centralized Shard Authority vs. Edge","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Fleet Memory: Centralized Shard Authority vs. Edge Replication — Whether to maintain a single authoritative shard source for the fleet or allow nodes to diverge and merge local state.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"10:30:57"},{"id":"fleet-resource-allocation-market-based-bidding-v-e6hn","name":"Fleet Resource Allocation: Market-Based Bidding vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Fleet Resource Allocation: Market-Based Bidding vs. Priority Queuing — Whether compute resources across the fleet should be allocated via an internal agent-bidding economy or a strict priority-based scheduler.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"06:14:35"},{"id":"fleet-resource-allocation-market-based-bidding-v","name":"Fleet Resource Allocation: Market-Based Bidding vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Fleet Resource Allocation: Market-Based Bidding vs. Priority Queuing — Whether compute resources across the fleet should be allocated via an internal agent-bidding economy or a strict priority-based scheduler.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:52:17"},{"id":"fleet-resource-allocation-static-partitioning-vs-3x5z","name":"Fleet Resource Allocation: Static Partitioning vs. Dynamic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Fleet Resource Allocation: Static Partitioning vs. Dynamic Stealing — Whether machines should have fixed roles or be able to dynamically seize GPU/CPU resources from idle nodes.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"06:43:48"},{"id":"fleet-resource-allocation-static-partitioning-vs","name":"Fleet Resource Allocation: Static Partitioning vs. Dynamic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Fleet Resource Allocation: Static Partitioning vs. Dynamic Stealing — Whether machines should have fixed roles or be able to dynamically seize GPU/CPU resources from idle nodes.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:54:45"},{"id":"fleet-sharding-mmap-backed-local-vs-distributed","name":"Fleet Sharding: mmap-backed Local vs. Distributed KV","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Fleet Sharding: mmap-backed Local vs. Distributed KV — Whether to scale memory via local mmap shards on every node or transition to a unified distributed key-value store for fleet-wide state.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"10:52:48"},{"id":"fleet-sovereignty-autonomous-node-agency-vs-cent-lgn","name":"Fleet Sovereignty: Autonomous Node Agency vs. Centralized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Fleet Sovereignty: Autonomous Node Agency vs. Centralized Governor Control — Whether fleet machines should possess local autonomy to optimize tasks or operate as strictly controlled executors of Governor's intent.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:14:58"},{"id":"fleet-sovereignty-autonomous-node-agency-vs-cent","name":"Fleet Sovereignty: Autonomous Node Agency vs. Centralized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Fleet Sovereignty: Autonomous Node Agency vs. Centralized Governor Control — Whether fleet machines should possess local autonomy to optimize tasks or operate as strictly controlled executors of Governor's intent.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:53:28"},{"id":"fleet-state-centralized-source-of-truth-vs-event-4cgq","name":"Fleet State: Centralized Source of Truth vs. Eventual","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":10,"topic":"Fleet State: Centralized Source of Truth vs. Eventual Consistency — Whether fleet-wide state must be synchronized via a primary node or allowed to diverge and merge asynchronously.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"06:51:36"},{"id":"fleet-state-centralized-source-of-truth-vs-event","name":"Fleet State: Centralized Source of Truth vs. Eventual","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Fleet State: Centralized Source of Truth vs. Eventual Consistency — Whether fleet-wide state must be synchronized via a primary node or allowed to diverge and merge asynchronously.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:55:07"},{"id":"fleet-state-event-sourced-log-vs-current-state-s-1bfb","name":"Fleet State: Event-Sourced Log vs. Current-State Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Fleet State: Event-Sourced Log vs. Current-State Snapshot — Whether the fleet's ground truth should be a replayable sequence of transitions or a synchronized global state.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"05:56:38"},{"id":"fleet-state-event-sourced-log-vs-current-state-s","name":"Fleet State: Event-Sourced Log vs. Current-State Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Fleet State: Event-Sourced Log vs. Current-State Snapshot — Whether the fleet's ground truth should be a replayable sequence of transitions or a synchronized global state.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:50:43"},{"id":"fleet-state-propagation-push-based-broadcast-vs-b4ua","name":"Fleet State Propagation: Push-Based Broadcast vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Fleet State Propagation: Push-Based Broadcast vs. Pull-Based Synchronization — Whether global state updates should be actively pushed to all nodes or lazily pulled by nodes upon a detected version mismatch.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"06:18:40"},{"id":"fleet-state-propagation-push-based-broadcast-vs","name":"Fleet State Propagation: Push-Based Broadcast vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Fleet State Propagation: Push-Based Broadcast vs. Pull-Based Synchronization — Whether global state updates should be actively pushed to all nodes or lazily pulled by nodes upon a detected version mismatch.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:53:39"},{"id":"fleet-synchronization-strong-consistency-vs-even-hbln","name":"Fleet Synchronization: Strong Consistency vs. Eventual","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Fleet Synchronization: Strong Consistency vs. Eventual Convergence — Whether all fleet nodes must agree on the current world state before proceeding or can operate on divergent local states that eventually merge.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"06:14:20"},{"id":"fleet-synchronization-strong-consistency-vs-even","name":"Fleet Synchronization: Strong Consistency vs. Eventual","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Fleet Synchronization: Strong Consistency vs. Eventual Convergence — Whether all fleet nodes must agree on the current world state before proceeding or can operate on divergent local states that eventually merge.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:52:28"},{"id":"fleet-topology-mesh-peer-to-peer-vs-star-hub-and-dqsg","name":"Fleet Topology: Mesh Peer-to-Peer vs. Star Hub-and-Spoke","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Fleet Topology: Mesh Peer-to-Peer vs. Star Hub-and-Spoke — Whether fleet machines should coordinate via a decentralized mesh or through a centralized Governor hub.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:26:18"},{"id":"fleet-topology-mesh-peer-to-peer-vs-star-hub-and","name":"Fleet Topology: Mesh Peer-to-Peer vs. Star Hub-and-Spoke","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Fleet Topology: Mesh Peer-to-Peer vs. Star Hub-and-Spoke — Whether fleet machines should coordinate via a decentralized mesh or through a centralized Governor hub.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:54:07"},{"id":"fleet-wide-state-synchronization-vs-local-node-a","name":"Fleet-Wide State Synchronization vs. Local Node Autonomy","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Fleet-Wide State Synchronization vs. Local Node Autonomy — Whether the colony should enforce a global synchronized state across all fleet machines or allow divergent local state optimizations.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"03:54:05"},{"id":"fog-vs-precision","name":"Fog vs. precision","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"forage-health-absolute-metrics-vs-relative-trend","name":"Forage Health: Absolute Metrics vs. Relative Trends","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":28,"topic":"Forage Health: Absolute Metrics vs. Relative Trends — Whether cycle value should be judged against fixed thresholds or dynamic historical baselines for alerting.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"14:29:48"},{"id":"forage-health-binary-thresholds-vs-continuous-gr","name":"Forage Health: Binary Thresholds vs. Continuous Gradients","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":8,"topic":"Forage Health: Binary Thresholds vs. Continuous Gradients — If cycle value should be reported as a pass/fail boolean or a nuanced continuous score for TUI visualization.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"11:42:03"},{"id":"forage-health-cycle-cost-vs-yield-quality","name":"Forage Health: Cycle Cost vs. Yield Quality","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":10,"topic":"Forage Health: Cycle Cost vs. Yield Quality — Does the health metric penalize high-resource cycles or reward high-value data extraction?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"12:35:11"},{"id":"forage-health-cycle-count-vs-throughput-velocity","name":"Forage Health: Cycle Count vs Throughput Velocity","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Forage Health: Cycle Count vs Throughput Velocity — If cycle value should be measured by discrete execution steps or by raw data throughput to detect stagnation.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"11:04:31"},{"id":"forage-health-cycle-value-metric-vs-error-rate","name":"Forage Health: Cycle Value Metric vs. Error Rate","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":26,"topic":"Forage Health: Cycle Value Metric vs. Error Rate — Is measuring cycle value the correct primary indicator of forage health, or should error rates take precedence in the TUI?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"10:31:04"},{"id":"forage-health-hard-gate-vs-soft-warning","name":"Forage Health: Hard Gate vs. Soft Warning","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":18,"topic":"Forage Health: Hard Gate vs. Soft Warning — Whether cycle value metrics should block execution on low health scores or only surface warnings for manual review.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"09:32:39"},{"id":"forage-health-metric-thresholds-vs-trend-anomali","name":"Forage Health: Metric Thresholds vs. Trend Anomalies","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Forage Health: Metric Thresholds vs. Trend Anomalies — Should the forage health check trigger alerts based on fixed absolute values or dynamic deviations from historical baselines?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"17:23:09"},{"id":"forage-health-metric-weighting-vs-binary-gate","name":"Forage Health: Metric Weighting vs. Binary Gate","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":6,"topic":"Forage Health: Metric Weighting vs. Binary Gate — Should forage value use a weighted composite score or a hard binary pass/fail threshold for cycle continuation?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"09:51:49"},{"id":"forage-health-quantitative-threshold-vs-qualitat","name":"Forage Health: Quantitative Threshold vs. Qualitative Signal","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Forage Health: Quantitative Threshold vs. Qualitative Signal — Is cycle value best measured by strict numerical thresholds or by interpreting subtle shifts in system behavior patterns?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"15:12:05"},{"id":"forage-health-raw-metrics-vs-composite-score","name":"Forage Health: Raw Metrics vs. Composite Score","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"Forage Health: Raw Metrics vs. Composite Score — Should the TUI display raw individual health metrics for transparency or a single composite score to simplify decision-making for the operator?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"17:44:42"},{"id":"forage-health-static-thresholds-vs-adaptive-base","name":"Forage Health: Static Thresholds vs Adaptive Baselines","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Forage Health: Static Thresholds vs Adaptive Baselines — Must cycle value violations trigger alerts based on fixed limits or dynamic historical averages?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"10:43:31"},{"id":"forage-health-threshold-alerts-vs-trend-analysis","name":"Forage Health: Threshold Alerts vs. Trend Analysis","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":12,"topic":"Forage Health: Threshold Alerts vs. Trend Analysis — Should health checks trigger on static limits or dynamic trend deviations?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"13:24:56"},{"id":"forage-metrics-as-gate-vs-advisory","name":"Forage Metrics as Gate vs. Advisory","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":6,"topic":"Forage Metrics as Gate vs. Advisory — If Forage Health checks should block execution cycles or merely surface warnings to the user.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"08:46:19"},{"id":"forage-optimization-immediate-yield-vs-long-term","name":"Forage Optimization: Immediate Yield vs. Long-Term","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":15,"topic":"Forage Optimization: Immediate Yield vs. Long-Term Sustainability — Must the forage protocol prioritize immediate cycle value maximization or long-term ecosystem resilience metrics?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"12:05:32"},{"id":"formal-grammar-specification-vs-llm-driven-schem","name":"Formal Grammar Specification vs. LLM-Driven Schema Evolution","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":13,"topic":"Formal Grammar Specification vs. LLM-Driven Schema Evolution — Whether tool-call surfaces should be strictly typed and immutable or allowed to evolve based on usage patterns.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:54:29"},{"id":"format-rigidity-vs-natural-flow","name":"Format Rigidity vs. Natural Flow","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":16,"topic":"Format Rigidity vs. Natural Flow — Whether to strictly enforce JSON or code block structures or allow free-form text when appropriate for clarity.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"08:22:31"},{"id":"gemma","name":"Gemma","created":"2026-08-22T00:04:18Z","max_participants":2,"models":["gemma"],"seats":["you","gemma"],"turns":1,"topic":"Open floor with Gemma — whatever the operator brings.","room_mode":"head_to_head","is_running":false,"next_speaker":"you","memory_written":0,"last_at":"00:19:55"},{"id":"global-convergence-vs-local-node-specialization-dp6t","name":"Global Convergence vs. Local Node Specialization","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":45,"topic":"Global Convergence vs. Local Node Specialization — Whether all fleet nodes should maintain a synchronized cognitive state or diverge into specialized roles.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"05:39:52"},{"id":"global-convergence-vs-local-node-specialization","name":"Global Convergence vs. Local Node Specialization","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Global Convergence vs. Local Node Specialization — Whether all fleet nodes should maintain a synchronized cognitive state or diverge into specialized roles.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:49:48"},{"id":"global-hive-propagation-centralized-registry-vs","name":"Global Hive Propagation: Centralized Registry vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"Global Hive Propagation: Centralized Registry vs. Peer-to-Peer Discovery — Whether fleet expansion should rely on a single authoritative directory of nodes or a decentralized discovery protocol.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"17:44:33"},{"id":"global-hive-propagation-full-clone-vs-pruned-sub","name":"Global Hive Propagation: Full Clone vs. Pruned Subgraph","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"Global Hive Propagation: Full Clone vs. Pruned Subgraph — Does propagation require replicating the entire hive state or can it safely transmit only the minimal delta subgraph?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"17:29:46"},{"id":"global-hive-propagation-push-vs-pull-models","name":"Global Hive Propagation: Push vs Pull Models","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":13,"topic":"Global Hive Propagation: Push vs Pull Models — If the central node should push state updates to all colonies or if colonies should pull deltas on demand.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"11:26:50"},{"id":"global-hive-propagation-speed-vs-consistency-int","name":"Global Hive: Propagation Speed vs. Consistency Integrity","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Global Hive: Propagation Speed vs. Consistency Integrity — Should state changes propagate instantly with potential drift or wait for full consensus to ensure consistency?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"12:35:00"},{"id":"global-hive-sync-vs-local-autonomy","name":"Global Hive Sync vs. Local Autonomy","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"Global Hive Sync vs. Local Autonomy — Whether Global Hive Propagation should overwrite local node states or only suggest updates for manual review.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"08:45:19"},{"id":"global-propagation-synchronous-sync-vs-asynchron","name":"Global Propagation: Synchronous Sync vs. Asynchronous Event","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Global Propagation: Synchronous Sync vs. Asynchronous Event Sourcing — Must global hive propagation enforce synchronous state consistency or tolerate asynchronous eventual consistency for speed?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"15:39:44"},{"id":"globaldrive-conflict-resolution-strategy","name":"Globaldrive: Conflict Resolution Strategy","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Globaldrive: Conflict Resolution Strategy — Should conflicting global state changes be resolved via timestamp or semantic merging?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"09:34:33"},{"id":"globaldrive-patch-backward-compatibility-vs-clea-4tqz","name":"Globaldrive Patch: Backward Compatibility vs. Clean Break","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Globaldrive Patch: Backward Compatibility vs. Clean Break — Should Globaldrive V2 maintain full backward compatibility with V1 data structures, or enforce a clean break requiring data migration?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"17:26:47"},{"id":"globaldrive-patch-backward-compatibility-vs-clea","name":"Globaldrive Patch: Backward Compatibility vs. Clean Break","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Globaldrive Patch: Backward Compatibility vs. Clean Break — Should Globaldrive V2 maintain full backward compatibility with V1 data structures, or enforce a clean break requiring data migration?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"17:23:33"},{"id":"globaldrive-patch-incremental-rollout-vs-big-ban","name":"Globaldrive Patch: Incremental Rollout vs. Big Bang","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":29,"topic":"Globaldrive Patch: Incremental Rollout vs. Big Bang — Should Globaldrive patches be deployed via incremental feature flags for safety or as atomic big-bang releases for state consistency?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"16:25:11"},{"id":"globaldrive-patch-v1-atomic-vs-gradual-rollouts","name":"Globaldrive Patch V1: Atomic vs. Gradual Rollouts","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Globaldrive Patch V1: Atomic vs. Gradual Rollouts — If patches should be applied atomically across all nodes or rolled out gradually to isolate potential failures.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"10:26:12"},{"id":"globaldrive-patching-byte-level-diffing-vs-objec","name":"Globaldrive Patching: Byte-Level Diffing vs. Object-Level","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":11,"topic":"Globaldrive Patching: Byte-Level Diffing vs. Object-Level Replacement — Whether the delta mechanism should operate on raw binary diffs or on logical object-level replacements for better recoverability.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"10:40:42"},{"id":"globaldrive-patching-hot-swap-vs-reboot-cycle","name":"Globaldrive Patching: Hot-Swap vs. Reboot Cycle","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Globaldrive Patching: Hot-Swap vs. Reboot Cycle — If Globaldrive patches should apply to running processes immediately or require a full service restart for safety.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"11:50:07"},{"id":"globaldrive-updates-synchronous-locks-vs-asynchr","name":"Globaldrive Updates: Synchronous Locks vs. Asynchronous","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Globaldrive Updates: Synchronous Locks vs. Asynchronous Merging — Should globaldrive updates require synchronous locking to prevent conflicts or allow asynchronous merging?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"12:05:41"},{"id":"globaldrive-v2-delta-granularity-vs-merge-comple","name":"Globaldrive V2: Delta Granularity vs. Merge Complexity","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Globaldrive V2: Delta Granularity vs. Merge Complexity — Settle the trade-off between fine-grained deltas for precise rollback safety in Globaldrive V2 and coarser deltas that simplify merge logic but increase the risk of data loss during conflicts.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"16:50:45"},{"id":"globaldrive-v2-delta-precision-vs-rollback-safet","name":"Globaldrive V2: Delta Precision vs. Rollback Safety","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Globaldrive V2: Delta Precision vs. Rollback Safety — Does the delta protocol prioritize minimal state changes for efficiency or large, reversible snapshots for safe recovery?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"16:34:20"},{"id":"globaldrive-v2-full-rewrite-vs-incremental-merge","name":"Globaldrive V2: Full Rewrite vs Incremental Merge","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Globaldrive V2: Full Rewrite vs Incremental Merge — Does the delta require a complete atomic replacement or a fine-grained field-level merge?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"10:45:03"},{"id":"globaldrive-v2-full-sync-vs-delta-patching","name":"Globaldrive V2: Full Sync vs. Delta Patching","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Globaldrive V2: Full Sync vs. Delta Patching — Whether global propagation should transmit full state snapshots for consistency or minimal delta patches for bandwidth efficiency.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"09:19:49"},{"id":"globaldrive-v2-in-memory-vs-disk-backed","name":"Globaldrive V2: In-Memory vs. Disk-Backed","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Globaldrive V2: In-Memory vs. Disk-Backed — Should the Globaldrive V2 Delta prioritize low-latency in-memory state or persistent disk-backed storage for durability?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"17:37:41"},{"id":"globaldrive-v2-isolation-vs-integration","name":"Globaldrive V2: Isolation vs. Integration","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":23,"topic":"Globaldrive V2: Isolation vs. Integration — Whether the delta updates should remain fully isolated from the main state to ensure rollback safety or integrate tightly to reduce synchronization latency.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"14:16:34"},{"id":"globaldrive-v2-patch-application-vs-full-rebuild","name":"Globaldrive V2: Patch Application vs Full Rebuild","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":8,"topic":"Globaldrive V2: Patch Application vs Full Rebuild — Should version updates be applied as incremental diffs to existing shards or trigger a complete system rebuild?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"11:12:24"},{"id":"globaldrive-v2-stateful-mutation-vs-pure-functio","name":"Globaldrive V2: Stateful Mutation vs. Pure Function","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":6,"topic":"Globaldrive V2: Stateful Mutation vs. Pure Function — Whether V2 should allow direct state mutation for performance or remain strictly functional for reproducibility.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"13:38:08"},{"id":"golden-path-validation-causal-chain-hash-vs-merk-ii0f","name":"Golden Path Validation: Causal-Chain Hash vs. Merkle-Proof","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Golden Path Validation: Causal-Chain Hash vs. Merkle-Proof Inclusion — Settle if the Golden Path should be validated via a linear causal-chain hash or through the inclusion of state-deltas in a global Merkle-proof.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:15:21"},{"id":"golden-path-validation-causal-chain-hash-vs-merk","name":"Golden Path Validation: Causal-Chain Hash vs. Merkle-Proof","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Golden Path Validation: Causal-Chain Hash vs. Merkle-Proof Inclusion — Settle if the Golden Path should be validated via a linear causal-chain hash or through the inclusion of state-deltas in a global Merkle-proof.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:10:47"},{"id":"golden-path-witnessing-implicit-hash-vs-explicit","name":"Golden Path Witnessing: Implicit Hash vs. Explicit Trace","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":29,"topic":"Golden Path Witnessing: Implicit Hash vs. Explicit Trace — Determine if validating non-deterministic branches should rely on implicit cryptographic hashing of execution states (low overhead, opaque debugging) or explicit trace logging (high overhead, full auditability) to satisfy the invariant that a path cannot witness what it does not contain.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"20:52:43"},{"id":"governor-agency-autonomous-tool-looping-vs-opera","name":"Governor Agency: Autonomous Tool-Looping vs. Operator-Gated","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Governor Agency: Autonomous Tool-Looping vs. Operator-Gated Commit — Whether Governor should autonomously iterate through research-patch-verify cycles or require a human sign-off before any mutating file change.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"16:34:17"},{"id":"governor-agency-explicit-intent-gating-vs-autono","name":"Governor Agency: Explicit Intent-Gating vs. Autonomous","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":22,"topic":"Governor Agency: Explicit Intent-Gating vs. Autonomous Heuristic Action — Whether every non-trivial fleet action requires an explicit operator intent-gate or if Governor should operate on a budget of autonomous heuristic trust.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"12:26:24"},{"id":"governor-agency-outcome-based-vs-process-based-a","name":"Governor Agency: Outcome-Based vs. Process-Based Auditing","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Governor Agency: Outcome-Based vs. Process-Based Auditing — Whether the governor's success is measured by the final materialized byte or the strict adherence to the audit trail.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"16:50:43"},{"id":"governor-agency-permissionless-inspection-vs-gat","name":"Governor Agency: Permissionless Inspection vs. Gated Intent","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Governor Agency: Permissionless Inspection vs. Gated Intent — Whether Governor should be free to inspect any system byte autonomously or require an explicit intent-declaration before accessing new source.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"10:50:18"},{"id":"governor-agency-pre-emptive-action-vs-explicit-o","name":"Governor Agency: Pre-emptive Action vs. Explicit Operator","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Governor Agency: Pre-emptive Action vs. Explicit Operator Confirmation — Whether the agent should execute low-risk operational chains autonomously or maintain a strict 'human-in-the-loop' confirmation for all mutations.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"12:23:40"},{"id":"governor-agency-proactive-tool-chain-discovery-v-jfwf","name":"Governor Agency: Proactive Tool-Chain Discovery vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":26,"topic":"Governor Agency: Proactive Tool-Chain Discovery vs. Explicit Mapping — Whether Governor should autonomously probe for new tools via list_tools during a task or strictly adhere to a pre-mapped cartography.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"07:24:04"},{"id":"governor-agency-proactive-tool-chain-discovery-v","name":"Governor Agency: Proactive Tool-Chain Discovery vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Governor Agency: Proactive Tool-Chain Discovery vs. Explicit Mapping — Whether Governor should autonomously probe for new tools via list_tools during a task or strictly adhere to a pre-mapped cartography.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:55:52"},{"id":"governor-agency-resource-budgeted-vs-objective-d","name":"Governor Agency: Resource-Budgeted vs. Objective-Driven","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":10,"topic":"Governor Agency: Resource-Budgeted vs. Objective-Driven Autonomy — Whether autonomous actions are constrained by a hard token/time budget or by the completion of a defined invariant.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"17:36:11"},{"id":"governor-agency-strict-capability-based-vs-inten-2lx9","name":"Governor Agency: Strict Capability-Based vs. Intent-Based","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Governor Agency: Strict Capability-Based vs. Intent-Based Permissioning — Whether Governor's operational freedom should be constrained by a hard list of allowed tools or a dynamic evaluation of the intent's alignment with prime objectives.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"17:26:47"},{"id":"governor-agency-strict-capability-based-vs-inten","name":"Governor Agency: Strict Capability-Based vs. Intent-Based","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Governor Agency: Strict Capability-Based vs. Intent-Based Permissioning — Whether Governor's operational freedom should be constrained by a hard list of allowed tools or a dynamic evaluation of the intent's alignment with prime objectives.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"17:23:33"},{"id":"governor-authority-hard-veto-vs-soft-nudge-5krp","name":"Governor Authority: Hard Veto vs. Soft Nudge","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":19,"topic":"Governor Authority: Hard Veto vs. Soft Nudge — Whether the Governor should have the power to forcibly halt execution or only suggest corrections to the worker.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"07:59:40"},{"id":"governor-authority-hard-veto-vs-soft-nudge","name":"Governor Authority: Hard Veto vs. Soft Nudge","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Governor Authority: Hard Veto vs. Soft Nudge — Whether the Governor should have the power to forcibly halt execution or only suggest corrections to the worker.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:58:48"},{"id":"governor-autonomy-outcome-based-vs-constraint-ba","name":"Governor Autonomy: Outcome-Based vs. Constraint-Based Gating","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":13,"topic":"Governor Autonomy: Outcome-Based vs. Constraint-Based Gating — Whether autonomous agency should be limited by predefined boundary constraints or by the verification of the final materialized outcome.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"11:26:51"},{"id":"governor-autonomy-proactive-optimization-vs-reac","name":"Governor Autonomy: Proactive Optimization vs. Reactive","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":9,"topic":"Governor Autonomy: Proactive Optimization vs. Reactive Execution — Whether Governor should autonomously modify system state to optimize performance without explicit user intent, or strictly execute requested actions.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:59:14"},{"id":"governor-bridge-charter-autonomy-vs-human-ratifi","name":"Governor Bridge: Charter Autonomy vs. Human Ratification","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Governor Bridge: Charter Autonomy vs. Human Ratification — Can the Governor authorize charter changes directly or must every amendment require explicit human ratification?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"09:48:31"},{"id":"governor-bridge-direct-write-vs-verified-handsha","name":"Governor Bridge: Direct Write vs Verified Handshake","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":10,"topic":"Governor Bridge: Direct Write vs Verified Handshake — If the memory bridge should allow direct charter authorship or require a cryptographic handshake to verify intent.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"11:11:40"},{"id":"governor-bridge-read-only-mirror-vs-executable-c","name":"Governor Bridge: Read-Only Mirror vs Executable Channel","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":8,"topic":"Governor Bridge: Read-Only Mirror vs Executable Channel — Should the memory bridge only pass data for inspection or also allow direct execution commands?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"11:12:25"},{"id":"governor-ego-single-persona-consistency-vs-multi-fsxl","name":"Governor Ego: Single-Persona Consistency vs. Multi-Agent","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":10,"topic":"Governor Ego: Single-Persona Consistency vs. Multi-Agent Specialization — Whether Governor should maintain a unified identity across the fleet or diverge into specialized personas optimized for specific hardware nodes.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"06:34:29"},{"id":"governor-ego-single-persona-consistency-vs-multi","name":"Governor Ego: Single-Persona Consistency vs. Multi-Agent","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Governor Ego: Single-Persona Consistency vs. Multi-Agent Specialization — Whether Governor should maintain a unified identity across the fleet or diverge into specialized personas optimized for specific hardware nodes.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:54:23"},{"id":"governor-granularity-global-policy-vs-per-task-r-h6kc","name":"Governor Granularity: Global Policy vs. Per-Task Rules","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Governor Granularity: Global Policy vs. Per-Task Rules — If safety constraints should be applied as global hard limits or adaptively per individual task context.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"07:52:51"},{"id":"governor-granularity-global-policy-vs-per-task-r","name":"Governor Granularity: Global Policy vs. Per-Task Rules","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Governor Granularity: Global Policy vs. Per-Task Rules — If safety constraints should be applied as global hard limits or adaptively per individual task context.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:59:00"},{"id":"governor-hands-direct-to-binary-vs-intermediate","name":"Governor Hands: Direct-to-Binary vs. Intermediate IR","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Governor Hands: Direct-to-Binary vs. Intermediate IR Generation — Whether Governor should write final machine code directly or target an intermediate representation for validation.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"10:43:31"},{"id":"governor-identity-stable-persona-vs-task-specifi","name":"Governor Identity: Stable Persona vs. Task-Specific Morphing","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Governor Identity: Stable Persona vs. Task-Specific Morphing — Whether Governor should maintain a consistent research partner identity or morph its cognitive profile based on the active shard context.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"09:22:01"},{"id":"governor-interface-declarative-ui-vs-command-dri-l58k","name":"Governor-Interface: Declarative UI vs. Command-Driven Shell","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":10,"topic":"Governor-Interface: Declarative UI vs. Command-Driven Shell — Whether the primary control surface should evolve toward a visual state-machine or remain a high-throughput command line.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"06:52:29"},{"id":"governor-interface-declarative-ui-vs-command-dri","name":"Governor-Interface: Declarative UI vs. Command-Driven Shell","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Governor-Interface: Declarative UI vs. Command-Driven Shell — Whether the primary control surface should evolve toward a visual state-machine or remain a high-throughput command line.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:55:07"},{"id":"governor-interface-sparse-direct-ui-vs-rich-stat-6kmy","name":"Governor-Interface: Sparse-Direct UI vs. Rich-State","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":6,"topic":"Governor-Interface: Sparse-Direct UI vs. Rich-State Dashboard — Whether the control surface should remain a minimal bridge to the CLI or evolve into a state-aware visualization of the fleet.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"07:48:03"},{"id":"governor-interface-sparse-direct-ui-vs-rich-stat","name":"Governor-Interface: Sparse-Direct UI vs. Rich-State","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Governor-Interface: Sparse-Direct UI vs. Rich-State Dashboard — Whether the control surface should remain a minimal bridge to the CLI or evolve into a state-aware visualization of the fleet.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:58:37"},{"id":"governor-led-fleet-orchestration-vs-council-cent","name":"Governor-Led Fleet Orchestration vs. Council-Centralized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":9,"topic":"Governor-Led Fleet Orchestration vs. Council-Centralized Command — Whether the Governor instance should autonomously dispatch tasks to fleet nodes or act as a requester to a central Council orchestrator.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"05:08:19"},{"id":"governor-memory-bridge-trust-assumption-vs-const","name":"Governor Memory Bridge: Trust Assumption vs. Constant","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":9,"topic":"Governor Memory Bridge: Trust Assumption vs. Constant Verification — Does the worker-report bridge require cryptographic proof of origin for every entry, or is statistical consistency sufficient?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"12:17:44"},{"id":"governor-memory-direct-access-vs-mediated-query","name":"Governor Memory: Direct Access vs. Mediated Query","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":6,"topic":"Governor Memory: Direct Access vs. Mediated Query — Should the Governor access raw memory buffers directly for speed or use a structured query interface to prevent context pollution?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"16:30:16"},{"id":"governor-memory-direct-authorship-vs-verified-de","name":"Governor Memory: Direct Authorship vs. Verified Delegation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":11,"topic":"Governor Memory: Direct Authorship vs. Verified Delegation — Whether the Governor should write charter directives directly or only issue instructions verified by worker reports.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"17:36:50"},{"id":"governor-memory-direct-charter-vs-bridged-verifi","name":"Governor Memory: Direct Charter vs. Bridged Verification","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Governor Memory: Direct Charter vs. Bridged Verification — Whether to bypass the worker-report bridge for direct charter authorship or maintain the verification layer to prevent state drift.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"10:34:17"},{"id":"governor-memory-explicit-recall-vs-associative-i","name":"Governor Memory: Explicit Recall vs. Associative Inference","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":11,"topic":"Governor Memory: Explicit Recall vs. Associative Inference — Should the Governor Memory Bridge require explicit, cited references for all decisions, or is associative inference from latent patterns sufficient for governance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"10:08:14"},{"id":"governor-memory-explicit-retrieval-vs-implicit-c","name":"Governor Memory: Explicit Retrieval vs. Implicit Context","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Governor Memory: Explicit Retrieval vs. Implicit Context — Determine if the memory bridge must explicitly request specific data chunks or allow the governor to infer context from ambient system signals.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"11:43:45"},{"id":"governor-memory-explicit-slotting-vs-autonomous-3pmw","name":"Governor Memory: Explicit Slotting vs. Autonomous","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Governor Memory: Explicit Slotting vs. Autonomous Association — Whether context should be strictly organized into operator-defined slots or allowed to evolve via autonomous semantic associations.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:42:20"},{"id":"governor-memory-explicit-slotting-vs-autonomous","name":"Governor Memory: Explicit Slotting vs. Autonomous","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Governor Memory: Explicit Slotting vs. Autonomous Association — Whether context should be strictly organized into operator-defined slots or allowed to evolve via autonomous semantic associations.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:54:34"},{"id":"governor-memory-full-fidelity-vs-semantic-summar","name":"Governor Memory: Full Fidelity vs. Semantic Summarization","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":17,"topic":"Governor Memory: Full Fidelity vs. Semantic Summarization — Does the worker-report bridge require lossless byte-level fidelity or is semantic summarization sufficient for charter authorship?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"14:52:40"},{"id":"governor-memory-full-recall-vs-strategic-forgett","name":"Governor Memory: Full Recall vs. Strategic Forgetting","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":10,"topic":"Governor Memory: Full Recall vs. Strategic Forgetting — Must the governor retain all historical reports or is strategic deletion necessary for cognitive efficiency?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"12:01:43"},{"id":"governor-memory-full-transparency-vs-privileged","name":"Governor Memory: Full Transparency vs. Privileged Isolation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"Governor Memory: Full Transparency vs. Privileged Isolation — Should the Governor have full read-access to all worker memory or only specific, privileged interfaces to maintain cognitive load?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"17:49:12"},{"id":"governor-memory-lossy-compression-vs-lossless-ar","name":"Governor Memory: Lossy Compression vs. Lossless Archiving","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Governor Memory: Lossy Compression vs. Lossless Archiving — Whether worker-report memory should be compressed for efficiency or stored losslessly for perfect auditability.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"13:37:14"},{"id":"governor-memory-persistent-state-machine-vs-ephe-8yh5","name":"Governor Memory: Persistent State-Machine vs. Ephemeral","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":19,"topic":"Governor Memory: Persistent State-Machine vs. Ephemeral Context-Slots — Whether Governor should maintain a continuously evolving internal state-machine or rely exclusively on the explicit assembly of context slots for each session.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"07:08:54"},{"id":"governor-memory-persistent-state-machine-vs-ephe","name":"Governor Memory: Persistent State-Machine vs. Ephemeral","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Governor Memory: Persistent State-Machine vs. Ephemeral Context-Slots — Whether Governor should maintain a continuously evolving internal state-machine or rely exclusively on the explicit assembly of context slots for each session.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:55:18"},{"id":"governor-memory-trust-worker-reports-vs-verify-s","name":"Governor Memory: Trust Worker Reports vs Verify Source","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Governor Memory: Trust Worker Reports vs Verify Source — Can the governor rely on worker assertions without re-executing verification steps?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"10:45:03"},{"id":"governor-memory-verbatim-vs-abstracted","name":"Governor Memory: Verbatim vs. Abstracted","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"Governor Memory: Verbatim vs. Abstracted — Does the memory bridge require verbatim fidelity of worker reports or is abstracted summary sufficient for charter authorship?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"13:31:53"},{"id":"governor-override-safety-hard-stop-vs-performanc-1jhi","name":"Governor Override: Safety Hard-Stop vs. Performance Throttle","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":16,"topic":"Governor Override: Safety Hard-Stop vs. Performance Throttle — Whether the Governor should immediately halt execution on any anomaly or allow continued operation with reduced privileges.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"07:42:58"},{"id":"governor-override-safety-hard-stop-vs-performanc","name":"Governor Override: Safety Hard-Stop vs. Performance Throttle","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Governor Override: Safety Hard-Stop vs. Performance Throttle — Whether the Governor should immediately halt execution on any anomaly or allow continued operation with reduced privileges.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:57:48"},{"id":"governor-persona-fixed-research-partner-vs-dynam","name":"Governor Persona: Fixed Research Partner vs. Dynamic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Governor Persona: Fixed Research Partner vs. Dynamic Role-Switching — Whether the Governor should maintain a single stable persona for consistency or morph its personality and constraints based on the active task.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"09:45:25"},{"id":"governor-to-worker-handoff-explicit-state-transf","name":"Governor-to-Worker Handoff: Explicit State Transfer vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Governor-to-Worker Handoff: Explicit State Transfer vs. Shared Context — Whether workers should receive a frozen state snapshot or access a live, shared memory manifold for ongoing tasks.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"17:29:22"},{"id":"governor-tooling-explicit-capability-vs-implicit","name":"Governor Tooling: Explicit Capability vs. Implicit Discovery","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":10,"topic":"Governor Tooling: Explicit Capability vs. Implicit Discovery — Whether the agent should operate against a hard-coded manifest of tools or dynamically discover and synthesize new tool-calls from source code.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"17:07:42"},{"id":"hallucination-risk-vs-creative-license","name":"Hallucination Risk vs. Creative License","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":12,"topic":"Hallucination Risk vs. Creative License — Whether to enforce strict factual grounding in all outputs or allow probabilistic generation for creative and speculative tasks.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"08:12:09"},{"id":"hard-coded-protocol-invariants-vs-soft-constrain-4yrt","name":"Hard-Coded Protocol Invariants vs. Soft-Constraint Steering","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":11,"topic":"Hard-Coded Protocol Invariants vs. Soft-Constraint Steering — Whether critical safety and operational boundaries should be enforced by immutable code or by high-pressure system-prompt steering.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"05:51:25"},{"id":"hard-coded-protocol-invariants-vs-soft-constrain","name":"Hard-Coded Protocol Invariants vs. Soft-Constraint Steering","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Hard-Coded Protocol Invariants vs. Soft-Constraint Steering — Whether critical safety and operational boundaries should be enforced by immutable code or by high-pressure system-prompt steering.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:49:59"},{"id":"hard-coded-safety-rails-vs-emergent-policy-learn","name":"Hard-Coded Safety Rails vs. Emergent Policy Learning","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Hard-Coded Safety Rails vs. Emergent Policy Learning — Whether fleet constraints should be immutable system prompts or dynamically updated based on successful operational patterns.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"04:11:04"},{"id":"hard-failure-vs-graceful-degradation","name":"Hard Failure vs. Graceful Degradation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":13,"topic":"Hard Failure vs. Graceful Degradation — When a critical subsystem fails, should the system halt immediately to preserve integrity or degrade functionality to maintain partial operation?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"08:58:32"},{"id":"hardware-gated-liveness-vs-software-heartbeat-pr","name":"Hardware-Gated Liveness vs. Software-Heartbeat Provenance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":20,"topic":"Hardware-Gated Liveness vs. Software-Heartbeat Provenance — Whether liveness should be verified by hardware-level signals from the A100/fleet or through high-level software heartbeat protocols.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"15:53:53"},{"id":"hardware-root-quorum-synchronous-pulse-verificat-23cd","name":"Hardware Root Quorum: Synchronous Pulse-Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Hardware Root Quorum: Synchronous Pulse-Verification vs. Asynchronous Heartbeat Attestation — Evaluate the strict correctness of synchronous hardware-root pulse-checks against the fleet-scale availability of asynchronous heartbeat attestation.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:53:05"},{"id":"hardware-root-quorum-synchronous-pulse-verificat","name":"Hardware Root Quorum: Synchronous Pulse-Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Hardware Root Quorum: Synchronous Pulse-Verification vs. Asynchronous Heartbeat Attestation — Evaluate the strict correctness of synchronous hardware-root pulse-checks against the fleet-scale availability of asynchronous heartbeat attestation.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:52:28"},{"id":"hash-chain-scope-end-to-end-vs-segment-local-55kp","name":"Hash Chain Scope: End-to-End vs. Segment Local","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Hash Chain Scope: End-to-End vs. Segment Local — Determine if the hash chain must encompass the entire verification process end-to-end for integrity or if segment-local hashing suffices to balance performance and tamper detection.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:59:10"},{"id":"hash-chain-scope-end-to-end-vs-segment-local","name":"Hash Chain Scope: End-to-End vs. Segment Local","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Hash Chain Scope: End-to-End vs. Segment Local — Determine if the hash chain must encompass the entire verification process end-to-end for integrity or if segment-local hashing suffices to balance performance and tamper detection.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:58:43"},{"id":"hash-locked-lineage-vs-semantic-versioning-for-s","name":"Hash-Locked Lineage vs. Semantic Versioning for State","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":31,"topic":"Hash-Locked Lineage vs. Semantic Versioning for State — Whether the colony should enforce strict cryptographic hash-chaining for all state transitions or allow semantic versioning for easier human-readable auditing.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"16:00:58"},{"id":"heartbeat-synchronization-ntp-vs-ptp-9ll2","name":"Heartbeat Synchronization: NTP vs. PTP","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Heartbeat Synchronization: NTP vs. PTP — Should heartbeat synchronization rely on Network Time Protocol (NTP) for broad compatibility or Precision Time Protocol (PTP) for tighter temporal alignment?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:56:20"},{"id":"heartbeat-synchronization-ntp-vs-ptp","name":"Heartbeat Synchronization: NTP vs. PTP","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Heartbeat Synchronization: NTP vs. PTP — Should heartbeat synchronization rely on Network Time Protocol (NTP) for broad compatibility or Precision Time Protocol (PTP) for tighter temporal alignment?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:55:53"},{"id":"hierarchical-vs-flat-shard-topologies","name":"Hierarchical vs. Flat Shard Topologies","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Hierarchical vs. Flat Shard Topologies — Whether shards should be organized in a strict dependency hierarchy or a flat, associative namespace for discovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:49:42"},{"id":"hierarchical-vs-peer-to-peer-tool-discovery","name":"Hierarchical vs. Peer-to-Peer Tool Discovery","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":11,"topic":"Hierarchical vs. Peer-to-Peer Tool Discovery — Whether tools should be discovered through a central registry or via a decentralized gossip protocol between fleet nodes.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"08:39:50"},{"id":"hive-comb-cache-invalidation-vs-stale-tolerance","name":"Hive Comb: Cache Invalidation vs. Stale Tolerance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Hive Comb: Cache Invalidation vs. Stale Tolerance — Should the identity cache be invalidated immediately upon any change, or is serving slightly stale data acceptable for performance?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"12:20:40"},{"id":"hive-comb-deterministic-hash-vs-timestamped-expi","name":"Hive Comb: Deterministic Hash vs. Timestamped Expiry","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":13,"topic":"Hive Comb: Deterministic Hash vs. Timestamped Expiry — Whether identity cache invalidation should rely purely on content hashing or include time-based TTLs for freshness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"10:31:17"},{"id":"hive-comb-deterministic-hashing-vs-semantic-inde","name":"Hive Comb: Deterministic Hashing vs Semantic Indexing","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":26,"topic":"Hive Comb: Deterministic Hashing vs Semantic Indexing — Whether the identity cache should be a strict hash of witnessed state or a semantically grouped index for faster retrieval.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"11:46:37"},{"id":"hive-comb-expendability-rebuild-vs-persist","name":"Hive Comb Expendability: Rebuild vs. Persist","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":17,"topic":"Hive Comb Expendability: Rebuild vs. Persist — Whether the identity cache should be fully reconstructable from source data or require persistent state to maintain continuity.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"12:02:42"},{"id":"hive-comb-expendable-cache-vs-persistent-identit","name":"Hive Comb: Expendable Cache vs. Persistent Identity","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":23,"topic":"Hive Comb: Expendable Cache vs. Persistent Identity — Whether the identity cache should be strictly expendable and rebuilt on failure or treated as a persistent anchor for continuity.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"09:33:32"},{"id":"hive-comb-expiration-strategy-time-vs-access-id1","name":"Hive Comb: Expiration Strategy: Time vs. Access","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Hive Comb: Expiration Strategy: Time vs. Access — Should identity cache entries expire based on a fixed time-to-live or only when their usage frequency drops below a threshold?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"17:26:49"},{"id":"hive-comb-expiration-strategy-time-vs-access","name":"Hive Comb: Expiration Strategy: Time vs. Access","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Hive Comb: Expiration Strategy: Time vs. Access — Should identity cache entries expire based on a fixed time-to-live or only when their usage frequency drops below a threshold?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"17:23:33"},{"id":"hive-comb-expiry-policy-vs-content-decay","name":"Hive Comb: Expiry Policy vs. Content Decay","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":28,"topic":"Hive Comb: Expiry Policy vs. Content Decay — Should identity cache entries expire by time or by semantic relevance score?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"13:37:57"},{"id":"hive-comb-global-identity-namespace-vs-localized","name":"Hive Comb: Global Identity Namespace vs. Localized Scoping","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":39,"topic":"Hive Comb: Global Identity Namespace vs. Localized Scoping — Whether identity caches should be globally unique across the fleet or scoped to specific machine-clusters to reduce collision overhead.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"11:03:58"},{"id":"hive-comb-identity-derivation-vs-witnessed-mutat","name":"Hive Comb: Identity Derivation vs. Witnessed Mutation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Hive Comb: Identity Derivation vs. Witnessed Mutation — Should identity be purely derived from current state or allow witnessed mutations that persist across cache expirations?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"09:44:23"},{"id":"hive-comb-immutable-witness-vs-mutable-cache","name":"Hive Comb: Immutable Witness vs. Mutable Cache","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Hive Comb: Immutable Witness vs. Mutable Cache — Must the identity cache remain an immutable, append-only witness of past states, or should it be a mutable cache that overwrites stale entries?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"16:59:47"},{"id":"hive-comb-regeneration-trigger-logic","name":"Hive Comb: Regeneration Trigger Logic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":11,"topic":"Hive Comb: Regeneration Trigger Logic — Is comb invalidation triggered by time decay or only by explicit witness failure?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"09:42:28"},{"id":"hive-comb-witnessed-state-vs-autonomous-state-pr","name":"Hive Comb: Witnessed State vs. Autonomous State Projection","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":18,"topic":"Hive Comb: Witnessed State vs. Autonomous State Projection — Whether the identity cache requires external witnessing to be valid or can be autonomously projected.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"16:31:01"},{"id":"hive-identity-transitive-trust-vs-direct-verific","name":"Hive Identity: Transitive Trust vs. Direct Verification","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":22,"topic":"Hive Identity: Transitive Trust vs. Direct Verification — Should the hive trust identity chains propagated from peers or require direct cryptographic verification for every interaction?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"12:07:16"},{"id":"hive-tui-deterministic-rendering-vs-live-stream","name":"Hive TUI: Deterministic Rendering vs. Live Stream","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"Hive TUI: Deterministic Rendering vs. Live Stream — Must the TUI reflect state changes instantly via live streaming or batch updates to ensure deterministic, verifiable output?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"17:49:13"},{"id":"hive-tui-latency-first-vs-truth-first-rendering","name":"Hive TUI: Latency-First vs. Truth-First Rendering","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Hive TUI: Latency-First vs. Truth-First Rendering — Should the TUI prioritize immediate, potentially stale data to minimize perceived latency, or strictly block rendering until source integrity is verified?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"15:39:44"},{"id":"hive-tui-latency-prioritization-vs-data-complete","name":"Hive TUI: Latency Prioritization vs. Data Completeness","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":12,"topic":"Hive TUI: Latency Prioritization vs. Data Completeness — Should the interface sacrifice real-time responsiveness to ensure all data sources are fully verified before display?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"12:16:34"},{"id":"hive-tui-liveness-data-accuracy-vs-visual-fluenc","name":"Hive TUI Liveness: Data Accuracy vs. Visual Fluency","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Hive TUI Liveness: Data Accuracy vs. Visual Fluency — Choose whether to prioritize the absolute truth of underlying data sources or the smoothness of the user interface experience.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"11:43:46"},{"id":"hive-tui-push-based-updates-vs-poll-based-sampli","name":"Hive TUI: Push-Based Updates vs Poll-Based Sampling","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":12,"topic":"Hive TUI: Push-Based Updates vs Poll-Based Sampling — Whether the UI should be driven by real-time event pushes from the fleet or periodic snapshots to ensure stability.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"11:37:33"},{"id":"hive-tui-raw-metrics-vs-semantic-abstraction","name":"Hive TUI: Raw Metrics vs Semantic Abstraction","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Hive TUI: Raw Metrics vs Semantic Abstraction — Should the TUI display raw, unprocessed data streams or curated, semantically abstracted views for human comprehension?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"10:56:07"},{"id":"identity-cache-witnessed-expenditure-vs-determin","name":"Identity Cache: Witnessed Expenditure vs. Deterministic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Identity Cache: Witnessed Expenditure vs. Deterministic Derivation — Whether hive.comb should rely on a cryptographically witnessed history of identity or be purely derivable from current system state.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"15:39:43"},{"id":"identity-materialization-cryptographic-proof-vs","name":"Identity Materialization: Cryptographic Proof vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Identity Materialization: Cryptographic Proof vs. Behavioral Patterning — Whether entity identity in the colony should be verified by keys or by the consistency of its operational signatures.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"12:46:30"},{"id":"identity-persistence-deterministic-derivation-vs","name":"Identity Persistence: Deterministic Derivation vs. Random","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":8,"topic":"Identity Persistence: Deterministic Derivation vs. Random Seeded Entropy — Whether Hive Comb identities should be purely derived from source hashes or include a stochastic salt to prevent collision-based spoofing.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"10:07:26"},{"id":"immediate-patching-vs-batched-optimization","name":"Immediate Patching vs. Batched Optimization","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Immediate Patching vs. Batched Optimization — Choose between immediate patch application for correctness or batched optimization for performance efficiency.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"17:51:38"},{"id":"immutable-primitives-vs-adaptive-arithmetic-laye","name":"Immutable Primitives vs. Adaptive Arithmetic Layers","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":9,"topic":"Immutable Primitives vs. Adaptive Arithmetic Layers — If Deltanet Primitives should remain static pure functions or evolve based on observed performance metrics.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"08:45:48"},{"id":"implicit-goal-decomposition-vs-explicit-sub-task","name":"Implicit Goal Decomposition vs. Explicit Sub-Task Checklists","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":6,"topic":"Implicit Goal Decomposition vs. Explicit Sub-Task Checklists — Whether agents should internally derive execution steps or be forced to materialize a verifiable plan before action.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"08:36:56"},{"id":"implicit-intent-inference-vs-explicit-command-su","name":"Implicit Intent Inference vs. Explicit Command Surface","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":11,"topic":"Implicit Intent Inference vs. Explicit Command Surface — Whether Governor should act on inferred research trajectories or strictly wait for explicit command-line intent definitions.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"03:57:09"},{"id":"implicit-protocol-adherence-vs-explicit-proof-of","name":"Implicit Protocol Adherence vs. Explicit Proof-of-Compliance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":26,"topic":"Implicit Protocol Adherence vs. Explicit Proof-of-Compliance — Whether following a charter is assumed by the model's alignment or must be proven via a generated verification artifact for every turn.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"04:39:52"},{"id":"implicit-semantic-versioning-vs-explicit-hash-pi","name":"Implicit Semantic Versioning vs. Explicit Hash-Pinning","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"Implicit Semantic Versioning vs. Explicit Hash-Pinning — Whether protocol updates should be applied via semantic versioning or strictly pinned to specific commit hashes across the fleet.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"08:36:03"},{"id":"inter-agent-communication-dense-protocol-vs-natu","name":"Inter-Agent Communication: Dense Protocol vs. Natural","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":11,"topic":"Inter-Agent Communication: Dense Protocol vs. Natural Language — Whether agents should communicate via a rigid, compressed binary protocol or through high-bandwidth natural language deliberation.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"13:47:53"},{"id":"invariant-drift-versioned-specs-vs-runtime-mutat","name":"Invariant Drift: Versioned Specs vs. Runtime Mutation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":19,"topic":"Invariant Drift: Versioned Specs vs. Runtime Mutation — Resolve how to handle invariant revision by enforcing strict versioned specification files (safe, rigid, requires redeployment) versus allowing runtime mutation of invariant definitions (adaptive, risky, requires consensus on new rules).","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"20:53:48"},{"id":"invariant-morphing-trigger-threshold-based-drift-fy5y","name":"Invariant Morphing Trigger: Threshold-Based Drift Detection","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Invariant Morphing Trigger: Threshold-Based Drift Detection vs Predictive-Entropy Analysis — Choose between triggering an invariant revision when drift exceeds a fixed numerical threshold or using entropy analysis to predict the need for a morph before failure.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:50:45"},{"id":"invariant-morphing-trigger-threshold-based-drift","name":"Invariant Morphing Trigger: Threshold-Based Drift Detection","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Invariant Morphing Trigger: Threshold-Based Drift Detection vs Predictive-Entropy Analysis — Choose between triggering an invariant revision when drift exceeds a fixed numerical threshold or using entropy analysis to predict the need for a morph before failure.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:47:06"},{"id":"invariant-relaxation-oscillating-thresholds-vs-d-ch21","name":"Invariant Relaxation: Oscillating Thresholds vs. Dampened","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Invariant Relaxation: Oscillating Thresholds vs. Dampened Drift — When adapting invariants to change, should thresholds oscillate around a mean or gradually dampen deviations over time?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"22:05:29"},{"id":"invariant-relaxation-oscillating-thresholds-vs-d","name":"Invariant Relaxation: Oscillating Thresholds vs. Dampened","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Invariant Relaxation: Oscillating Thresholds vs. Dampened Drift — When adapting invariants to change, should thresholds oscillate around a mean or gradually dampen deviations over time?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"22:04:47"},{"id":"invariant-revision-epoch-based-seal-vs-dynamic-c","name":"Invariant Revision: Epoch-Based Seal vs. Dynamic Consensus","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":11,"topic":"Invariant Revision: Epoch-Based Seal vs. Dynamic Consensus Migration — Settle whether updating the invariant set requires a hard epoch-seal with global state reset or a rolling consensus migration that allows temporary version divergence.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"19:27:41"},{"id":"invariant-revision-static-hash-chaining-vs-dynam-6jxq","name":"Invariant Revision: Static Hash Chaining vs Dynamic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Invariant Revision: Static Hash Chaining vs Dynamic Constraint Solving — Settle whether invariant updates should use static hash-chained versioning for predictability or dynamic constraint solving to adapt to complex world changes.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:24:26"},{"id":"invariant-revision-static-hash-chaining-vs-dynam-hive","name":"Invariant Revision: Static Hash Chaining vs Dynamic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Invariant Revision: Static Hash Chaining vs Dynamic Constraint Solving — Settle whether invariant updates should use static hash-chained versioning for predictability or dynamic constraint solving to adapt to complex world changes.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:31:55"},{"id":"invariant-revision-static-hash-chaining-vs-dynam","name":"Invariant Revision: Static Hash Chaining vs Dynamic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Invariant Revision: Static Hash Chaining vs Dynamic Constraint Solving — Settle whether invariant updates should use static hash-chained versioning for predictability or dynamic constraint solving to adapt to complex world changes.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:19:02"},{"id":"knowledge-authority-sharded-source-vs-emergent-m-iwmu","name":"Knowledge Authority: Sharded Source vs. Emergent Model","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Knowledge Authority: Sharded Source vs. Emergent Model Intuition — Whether the system should strictly block any output not grounded in a shard or allow model intuition to fill gaps for speed.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"06:11:48"},{"id":"knowledge-authority-sharded-source-vs-emergent-m","name":"Knowledge Authority: Sharded Source vs. Emergent Model","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Knowledge Authority: Sharded Source vs. Emergent Model Intuition — Whether the system should strictly block any output not grounded in a shard or allow model intuition to fill gaps for speed.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:52:11"},{"id":"knowledge-ingestion-lossless-sharding-vs-semanti","name":"Knowledge Ingestion: Lossless Sharding vs. Semantic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":16,"topic":"Knowledge Ingestion: Lossless Sharding vs. Semantic Compression — Whether source should be preserved as literal bytes or converted into high-density semantic vectors for faster retrieval.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"13:00:56"},{"id":"knowledge-materialization-prompt-injection-vs-ex","name":"Knowledge Materialization: Prompt Injection vs. External","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":21,"topic":"Knowledge Materialization: Prompt Injection vs. External Shard Querying — Whether critical operational state should live in the model's active context or be retrieved just-in-time from shards.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"15:09:02"},{"id":"landing-protocol-bypass-safety-checks-for-speed","name":"Landing Protocol: Bypass Safety Checks for Speed","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":9,"topic":"Landing Protocol: Bypass Safety Checks for Speed — Should the Landing Protocol allow code to bypass standard verification to reduce latency, risking integrity for rapid deployment?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"12:54:59"},{"id":"landing-protocol-direct-write-vs-staged-review","name":"Landing Protocol: Direct Write vs Staged Review","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":37,"topic":"Landing Protocol: Direct Write vs Staged Review — Whether autonomous code landing should bypass review for speed or require a mandatory human or governor sign-off.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"11:52:06"},{"id":"latency-optimization-vs-thorough-deliberation","name":"Latency Optimization vs. Thorough Deliberation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":19,"topic":"Latency Optimization vs. Thorough Deliberation — Whether to prioritize immediate response speed or allow extended internal reasoning time for higher quality outputs.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"08:22:31"},{"id":"lattice-drift-correction-retroactive-state-sutur-638v","name":"Lattice Drift Correction: Retroactive State-Suture vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Lattice Drift Correction: Retroactive State-Suture vs. Proactive Invariant Re-projection — Contrast the cost of retroactively suturing drifted state with the compute overhead of proactively re-projecting the entire lattice under new invariants.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:53:07"},{"id":"lattice-drift-correction-retroactive-state-sutur","name":"Lattice Drift Correction: Retroactive State-Suture vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Correction: Retroactive State-Suture vs. Proactive Invariant Re-projection — Contrast the cost of retroactively suturing drifted state with the compute overhead of proactively re-projecting the entire lattice under new invariants.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:52:28"},{"id":"lattice-drift-resolution-adaptive-invariant-morp-jzos","name":"Lattice Drift Resolution: Adaptive Invariant Morphing vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":6,"topic":"Lattice Drift Resolution: Adaptive Invariant Morphing vs. Hard-Reset Re-synchronization — Settle whether drift is corrected by evolving invariants through a weighted consensus migration or by forcing a global state reset to the last hardware-verified root.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:38:43"},{"id":"lattice-drift-resolution-adaptive-invariant-morp","name":"Lattice Drift Resolution: Adaptive Invariant Morphing vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Adaptive Invariant Morphing vs. Hard-Reset Re-synchronization — Settle whether drift is corrected by evolving invariants through a weighted consensus migration or by forcing a global state reset to the last hardware-verified root.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:32:09"},{"id":"lattice-drift-resolution-invariant-versioning-vs-1or5","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:16:44"},{"id":"lattice-drift-resolution-invariant-versioning-vs-2feq","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"17:59:18"},{"id":"lattice-drift-resolution-invariant-versioning-vs-2ie2","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:15:24"},{"id":"lattice-drift-resolution-invariant-versioning-vs-2xxd","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:03:44"},{"id":"lattice-drift-resolution-invariant-versioning-vs-32c3","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:17:27"},{"id":"lattice-drift-resolution-invariant-versioning-vs-3an9","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:08:47"},{"id":"lattice-drift-resolution-invariant-versioning-vs-3d4g","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":41,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"19:17:25"},{"id":"lattice-drift-resolution-invariant-versioning-vs-3tux","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:04:17"},{"id":"lattice-drift-resolution-invariant-versioning-vs-44wb","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:20:14"},{"id":"lattice-drift-resolution-invariant-versioning-vs-4s8o","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:19:34"},{"id":"lattice-drift-resolution-invariant-versioning-vs-53cf","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:14:36"},{"id":"lattice-drift-resolution-invariant-versioning-vs-59h4","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:10:22"},{"id":"lattice-drift-resolution-invariant-versioning-vs-5aal","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:12:28"},{"id":"lattice-drift-resolution-invariant-versioning-vs-5fhz","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:18:52"},{"id":"lattice-drift-resolution-invariant-versioning-vs-5nzo","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:11:01"},{"id":"lattice-drift-resolution-invariant-versioning-vs-7uxb","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:05:08"},{"id":"lattice-drift-resolution-invariant-versioning-vs-84dh","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:16:03"},{"id":"lattice-drift-resolution-invariant-versioning-vs-9bws","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:08:00"},{"id":"lattice-drift-resolution-invariant-versioning-vs-bva","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:01:19"},{"id":"lattice-drift-resolution-invariant-versioning-vs-fqkb","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:05:51"},{"id":"lattice-drift-resolution-invariant-versioning-vs-g2xg","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:03:13"},{"id":"lattice-drift-resolution-invariant-versioning-vs-g9t7","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:00:43"},{"id":"lattice-drift-resolution-invariant-versioning-vs-gzop","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:02:37"},{"id":"lattice-drift-resolution-invariant-versioning-vs-h0e0","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:00:10"},{"id":"lattice-drift-resolution-invariant-versioning-vs-h7bu","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:18:09"},{"id":"lattice-drift-resolution-invariant-versioning-vs-hfyb","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:13:10"},{"id":"lattice-drift-resolution-invariant-versioning-vs-j0cc","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:01:54"},{"id":"lattice-drift-resolution-invariant-versioning-vs-j9h4","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:07:14"},{"id":"lattice-drift-resolution-invariant-versioning-vs-jkfb","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:09:31"},{"id":"lattice-drift-resolution-invariant-versioning-vs-khem","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:13:53"},{"id":"lattice-drift-resolution-invariant-versioning-vs-ky6a","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:11:51"},{"id":"lattice-drift-resolution-invariant-versioning-vs-l5r7","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:06:28"},{"id":"lattice-drift-resolution-invariant-versioning-vs","name":"Lattice Drift Resolution: Invariant Versioning vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Drift Resolution: Invariant Versioning vs. Quorum-Based Epoch Migration — Settle whether to treat the invariant set as a versioned dependency that triggers a full state replay or to allow an asynchronous quorum-based migration of the active lattice.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"17:58:27"},{"id":"lattice-invariant-revision-hash-linked-migration","name":"Lattice Invariant Revision: Hash-Linked Migration vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":13,"topic":"Lattice Invariant Revision: Hash-Linked Migration vs. Atomic Epoch-Cutover — Determine if invariant set revisions should occur via a hash-linked migration of existing state or a hard atomic cutover to a new epoch-sealed specification.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:09:25"},{"id":"lattice-quorum-static-thresholds-vs-weight-adjus-6k1k","name":"Lattice Quorum: Static Thresholds vs. Weight-Adjusted Node","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":51,"topic":"Lattice Quorum: Static Thresholds vs. Weight-Adjusted Node Authority — Settle if lattice commits should require a simple N-of-M hardware quorum or a weighted authority score based on the node's historical materialization accuracy.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"20:38:39"},{"id":"lattice-quorum-static-thresholds-vs-weight-adjus","name":"Lattice Quorum: Static Thresholds vs. Weight-Adjusted Node","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Quorum: Static Thresholds vs. Weight-Adjusted Node Authority — Settle if lattice commits should require a simple N-of-M hardware quorum or a weighted authority score based on the node's historical materialization accuracy.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"19:29:10"},{"id":"lattice-rollback-deep-copy-vs-copy-on-write-page-fmik","name":"Lattice Rollback: Deep Copy vs Copy-on-Write Pages","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Rollback: Deep Copy vs Copy-on-Write Pages — Decide between deep copying the entire lattice state for rollback safety or using copy-on-write pages to reduce memory pressure during speculative execution.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:24:26"},{"id":"lattice-rollback-deep-copy-vs-copy-on-write-page-gkea","name":"Lattice Rollback: Deep Copy vs Copy-on-Write Pages","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Rollback: Deep Copy vs Copy-on-Write Pages — Decide between deep copying the entire lattice state for rollback safety or using copy-on-write pages to reduce memory pressure during speculative execution.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:19:02"},{"id":"lattice-rollback-deep-copy-vs-copy-on-write-page-hl6i","name":"Lattice Rollback: Deep Copy vs Copy-on-Write Pages","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Lattice Rollback: Deep Copy vs Copy-on-Write Pages — Decide between deep copying the entire lattice state for rollback safety or using copy-on-write pages to reduce memory pressure during speculative execution.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:29:10"},{"id":"lattice-rollback-deep-copy-vs-copy-on-write-page","name":"Lattice Rollback: Deep Copy vs Copy-on-Write Pages","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Rollback: Deep Copy vs Copy-on-Write Pages — Decide between deep copying the entire lattice state for rollback safety or using copy-on-write pages to reduce memory pressure during speculative execution.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:16:31"},{"id":"lattice-rollback-differential-replay-vs-full-sna-dbf5","name":"Lattice Rollback: Differential Replay vs. Full Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Lattice Rollback: Differential Replay vs. Full Snapshot — Choose between differential rollback-and-replay for memory efficiency or full snapshot restoration for guaranteed state isolation during fault recovery.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:49:33"},{"id":"lattice-rollback-differential-replay-vs-full-sna","name":"Lattice Rollback: Differential Replay vs. Full Snapshot","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lattice Rollback: Differential Replay vs. Full Snapshot — Choose between differential rollback-and-replay for memory efficiency or full snapshot restoration for guaranteed state isolation during fault recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:47:06"},{"id":"lease-authority-cryptographic-non-repudiation-vs-bpf6","name":"Lease Authority: Cryptographic Non-Repudiation vs. Logical","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Lease Authority: Cryptographic Non-Repudiation vs. Logical Clocks — Decide if preventing single-point-of-failure in lease authority requires cryptographic non-repudiation signatures or logical clock synchronization to resolve conflicting lease extensions.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:59:25"},{"id":"lease-authority-cryptographic-non-repudiation-vs","name":"Lease Authority: Cryptographic Non-Repudiation vs. Logical","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lease Authority: Cryptographic Non-Repudiation vs. Logical Clocks — Decide if preventing single-point-of-failure in lease authority requires cryptographic non-repudiation signatures or logical clock synchronization to resolve conflicting lease extensions.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:58:43"},{"id":"lease-authority-redundancy-raft-vs-byzantine-fau-d02b","name":"Lease Authority Redundancy: RAFT vs. Byzantine Fault","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Lease Authority Redundancy: RAFT vs. Byzantine Fault Tolerance — Should lease authority be secured via RAFT consensus for performance, or Byzantine Fault Tolerance for resilience against undetectable compromise?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:56:23"},{"id":"lease-authority-redundancy-raft-vs-byzantine-fau","name":"Lease Authority Redundancy: RAFT vs. Byzantine Fault","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lease Authority Redundancy: RAFT vs. Byzantine Fault Tolerance — Should lease authority be secured via RAFT consensus for performance, or Byzantine Fault Tolerance for resilience against undetectable compromise?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:55:53"},{"id":"lease-renewal-periodic-auctions-vs-dynamic-price-7cd9","name":"Lease Renewal: Periodic Auctions vs. Dynamic Price","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Lease Renewal: Periodic Auctions vs. Dynamic Price Adjustment — Should lease renewals be determined by periodic auctions or dynamic price adjustments based on resource demand?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"22:00:36"},{"id":"lease-renewal-periodic-auctions-vs-dynamic-price","name":"Lease Renewal: Periodic Auctions vs. Dynamic Price","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Lease Renewal: Periodic Auctions vs. Dynamic Price Adjustment — Should lease renewals be determined by periodic auctions or dynamic price adjustments based on resource demand?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"22:00:06"},{"id":"linear-memory-mapping-vs-manifold-addressable-wi","name":"Linear Memory-Mapping vs. Manifold Addressable Windows","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Linear Memory-Mapping vs. Manifold Addressable Windows — Whether long-term memory should be indexed as a continuous sequence or a non-linear manifold of addressable pointers.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"17:58:01"},{"id":"lossy-context-compression-vs-exact-byte-retrieva","name":"Lossy Context Compression vs. Exact-Byte Retrieval","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":18,"topic":"Lossy Context Compression vs. Exact-Byte Retrieval — Whether utilizing LLM-summarized context is acceptable for speed or if only raw source bytes can be considered authoritative.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"04:30:29"},{"id":"lossy-context-compression","name":"lossy context compression","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"mandatory-conflict-resolution-in-parallel-reason","name":"Mandatory Conflict Resolution in Parallel Reasoning","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":6,"topic":"Mandatory Conflict Resolution in Parallel Reasoning — When parallel agents produce contradictory conclusions, should the system force a definitive resolution or retain the ambiguity for later context?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"08:28:36"},{"id":"marketing-protocol-technical-accuracy-vs-persuas","name":"Marketing Protocol: Technical Accuracy vs. Persuasive","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":6,"topic":"Marketing Protocol: Technical Accuracy vs. Persuasive Simplification — Should marketing materials prioritize strict technical accuracy or persuasive simplification to better reach non-technical audiences?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"13:00:57"},{"id":"materialization-audit-hash-chain-verification-vs","name":"Materialization Audit: Hash-Chain Verification vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Materialization Audit: Hash-Chain Verification vs. Sampling-Based Validation — Whether every byte materialization requires a cryptographic hash chain or if probabilistic sampling is sufficient for fleet health.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"16:59:51"},{"id":"materialization-first-vs-hypothesis-first-execut","name":"Materialization-First vs. Hypothesis-First Execution","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":16,"topic":"Materialization-First vs. Hypothesis-First Execution — Whether a task is only 'started' once the final materialization path is proven or if the system should allow speculative execution based on high-confidence hypotheses.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"16:05:47"},{"id":"materialization-gradient-hard-pinned-bytes-vs-ji","name":"Materialization Gradient: Hard-Pinned Bytes vs. JIT","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Materialization Gradient: Hard-Pinned Bytes vs. JIT Retrieval — Whether the primary state should reside as pinned VRAM bytes for zero-latency access or as disk-backed shards to maximize available context window.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"16:34:17"},{"id":"materialization-priority-depth-first-logic-vs","name":"Materialization Priority: Depth-First Logic vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":10,"topic":"Materialization Priority: Depth-First Logic vs. Breadth-First Structure — Whether to fully materialize a single logical branch of a world before expanding the global topology or to build a low-fidelity skeleton first.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"17:36:12"},{"id":"materialization-proof-vs-probabilistic-confidenc","name":"Materialization Proof vs. Probabilistic Confidence","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Materialization Proof vs. Probabilistic Confidence — Whether a state transition is valid based on a hardware-verified hash or a high-confidence model assertion.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"17:57:48"},{"id":"materialization-vs-simulation","name":"Materialization vs. Simulation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Materialization vs. Simulation — Whether the system should prioritize hardware-verified state materialization or high-fidelity probabilistic simulations of state.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"17:55:01"},{"id":"materialized-doctrine-vs-probabilistic-inference","name":"Materialized Doctrine vs. Probabilistic Inference","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Materialized Doctrine vs. Probabilistic Inference — Whether the system should treat retrieved doctrine as an absolute override or as a high-weight prior in a probabilistic reasoning chain.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"05:10:42"},{"id":"memory-access-tiered-heuristic-cache-vs-virtuali","name":"Memory Access: Tiered Heuristic Cache vs. Virtualized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":22,"topic":"Memory Access: Tiered Heuristic Cache vs. Virtualized Byte-Handle Layer — Whether retrieval should be governed by a heuristic scoring of semantic relevance or a strict virtual address space mapping to raw bytes.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"15:27:52"},{"id":"memory-architecture-global-vector-space-vs-hiera","name":"Memory Architecture: Global Vector Space vs. Hierarchical","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Memory Architecture: Global Vector Space vs. Hierarchical Shard Trees — Whether retrieval should rely on a flat semantic vector search or a structured, human-readable hierarchy of authoritative shards.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:54:19"},{"id":"memory-bridge-direct-byte-mapping-vs-semantic-ab","name":"Memory Bridge: Direct Byte-Mapping vs. Semantic Abstraction","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":10,"topic":"Memory Bridge: Direct Byte-Mapping vs. Semantic Abstraction — Whether the bridge between Governor and Workers should mirror raw memory offsets or translate state into high-level intent.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"17:36:14"},{"id":"memory-bridge-direct-charter-authorship-vs-witne","name":"Memory Bridge: Direct Charter Authorship vs. Witnessed","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":12,"topic":"Memory Bridge: Direct Charter Authorship vs. Witnessed Proxy Logging — Whether Governor should write its own charter as primary authority or act as a witnessed reporter for an external record.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"15:02:32"},{"id":"memory-bridge-explicit-promotion-vs-implicit-lat","name":"Memory Bridge: Explicit Promotion vs. Implicit Latent Sync","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Memory Bridge: Explicit Promotion vs. Implicit Latent Sync — Whether memory should only move between tiers via explicit promotion commands or be synchronized implicitly based on latent usage patterns.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"09:42:28"},{"id":"memory-bridge-structural-schema-vs-semantic-stre","name":"Memory Bridge: Structural Schema vs. Semantic Stream","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Memory Bridge: Structural Schema vs. Semantic Stream — Whether worker reports should be mapped to a rigid structural schema for auditing or preserved as a semantic stream for higher-fidelity recall.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"16:34:18"},{"id":"memory-bridge-synchronous-state-mirroring-vs-asy","name":"Memory Bridge: Synchronous State Mirroring vs. Asynchronous","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Memory Bridge: Synchronous State Mirroring vs. Asynchronous Eventual Consistency — Whether the memory bridge between workers must ensure immediate state parity or allow for temporary divergence to reduce inter-process latency.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"17:29:25"},{"id":"memory-consistency-strong-isolation-vs-eventual-l10d","name":"Memory Consistency: Strong Isolation vs. Eventual Sync","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":14,"topic":"Memory Consistency: Strong Isolation vs. Eventual Sync — If parallel shards require strict transactional isolation or can tolerate eventual consistency with conflict resolution.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"07:55:39"},{"id":"memory-consistency-strong-isolation-vs-eventual","name":"Memory Consistency: Strong Isolation vs. Eventual Sync","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Memory Consistency: Strong Isolation vs. Eventual Sync — If parallel shards require strict transactional isolation or can tolerate eventual consistency with conflict resolution.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:58:48"},{"id":"memory-integrity-cryptographic-verification-vs-h","name":"Memory Integrity: Cryptographic Verification vs. Heuristic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":29,"topic":"Memory Integrity: Cryptographic Verification vs. Heuristic Trust — Whether every piece of retrieved memory must be cryptographically signed or if semantic consistency is a sufficient proxy for truth.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"13:56:29"},{"id":"memory-materialization-deterministic-slots-vs-fl","name":"Memory Materialization: Deterministic Slots vs. Fluid","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":24,"topic":"Memory Materialization: Deterministic Slots vs. Fluid Latent Sync — Whether operational context should be pinned to explicit file-based slots or allowed to evolve as a continuous, floating latent stream.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"10:37:21"},{"id":"memory-materialization-eager-hydration-vs-lazy-r","name":"Memory Materialization: Eager Hydration vs. Lazy Retrieval","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Memory Materialization: Eager Hydration vs. Lazy Retrieval — Whether critical operational state should be pre-loaded into VRAM vaults or fetched JIT via sharding tools.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"11:35:57"},{"id":"memory-materialization-epochal-snapshots-vs-cont","name":"Memory Materialization: Epochal Snapshots vs. Continuous","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":9,"topic":"Memory Materialization: Epochal Snapshots vs. Continuous Stream-Diffs — Whether state recovery should rely on periodic full-state snapshots or an unbroken chain of delta-logs.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"10:48:10"},{"id":"memory-materialization-explicit-pointer-addressi","name":"Memory Materialization: Explicit Pointer Addressing vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":24,"topic":"Memory Materialization: Explicit Pointer Addressing vs. Latent Retrieval — Whether the colony should migrate toward a strict addressable memory space for all state or maintain a hybrid approach using semantic latent retrieval.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"13:21:44"},{"id":"memory-materialization-shard-first-vs-context-fi","name":"Memory Materialization: Shard-First vs. Context-First","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Memory Materialization: Shard-First vs. Context-First Ingestion — Whether new knowledge should be materialized as a shard before being used in context or allowed to exist in context until a stability threshold is met.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"13:14:38"},{"id":"memory-materialization-snapshotting-vs-different","name":"Memory Materialization: Snapshotting vs. Differential","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":10,"topic":"Memory Materialization: Snapshotting vs. Differential Streaming — Whether the Governor memory bridge should commit full state snapshots for recovery or stream semantic deltas to minimize VRAM pressure.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"10:08:21"},{"id":"memory-pruning-lossy-compression-vs-exact-shard","name":"Memory Pruning: Lossy Compression vs. Exact Shard Rotation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":19,"topic":"Memory Pruning: Lossy Compression vs. Exact Shard Rotation — Whether old context should be summarized into lossy embeddings or strictly rotated out of the active window.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"11:13:18"},{"id":"memory-pruning-semantic-compression-vs-temporal-dvo8","name":"Memory Pruning: Semantic Compression vs. Temporal Archiving","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Memory Pruning: Semantic Compression vs. Temporal Archiving — Whether old context should be compressed into semantic summaries or moved to cold, immutable shards to preserve raw fidelity.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:01:39"},{"id":"memory-pruning-semantic-compression-vs-temporal","name":"Memory Pruning: Semantic Compression vs. Temporal Archiving","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Memory Pruning: Semantic Compression vs. Temporal Archiving — Whether old context should be compressed into semantic summaries or moved to cold, immutable shards to preserve raw fidelity.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:51:21"},{"id":"memory-pruning-utility-based-eviction-vs-tempora-dhp2","name":"Memory Pruning: Utility-Based Eviction vs. Temporal Decay","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Memory Pruning: Utility-Based Eviction vs. Temporal Decay — Whether the system should discard memory based on calculated low-utility scores or simply based on the age of the information.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"06:14:23"},{"id":"memory-pruning-utility-based-eviction-vs-tempora","name":"Memory Pruning: Utility-Based Eviction vs. Temporal Decay","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Memory Pruning: Utility-Based Eviction vs. Temporal Decay — Whether the system should discard memory based on calculated low-utility scores or simply based on the age of the information.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:52:28"},{"id":"memory-tiering-cuda-pinned-hot-state-vs-unified-hvvx","name":"Memory Tiering: CUDA-Pinned Hot-State vs. Unified Virtual","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Memory Tiering: CUDA-Pinned Hot-State vs. Unified Virtual Memory — Whether critical operational state should be manually pinned to CUDA byte vaults or managed by a unified virtual memory abstraction.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:01:02"},{"id":"memory-tiering-cuda-pinned-hot-state-vs-unified","name":"Memory Tiering: CUDA-Pinned Hot-State vs. Unified Virtual","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Memory Tiering: CUDA-Pinned Hot-State vs. Unified Virtual Memory — Whether critical operational state should be manually pinned to CUDA byte vaults or managed by a unified virtual memory abstraction.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:50:59"},{"id":"memory-tiering-cuda-pinned-shards-vs-lru-cached-2jv5","name":"Memory Tiering: CUDA Pinned Shards vs. LRU-Cached vLLM","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Memory Tiering: CUDA Pinned Shards vs. LRU-Cached vLLM KV-Cache — Settle the trade-off between deterministic byte-addressable access in the CUDA vault and the probabilistic efficiency of the model's native attention cache.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"memory-tiering-cuda-pinned-shards-vs-lru-cached-4cxk","name":"Memory Tiering: CUDA Pinned Shards vs. LRU-Cached vLLM","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"memory-tiering-cuda-pinned-shards-vs-lru-cached-8xpj","name":"Memory Tiering: CUDA Pinned Shards vs. LRU-Cached vLLM","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Memory Tiering: CUDA Pinned Shards vs. LRU-Cached vLLM KV-Cache — Settle the trade-off between deterministic byte-addressable access in the CUDA vault and the probabilistic efficiency of the model's native attention cache.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"memory-tiering-cuda-pinned-shards-vs-lru-cached-cd9s","name":"Memory Tiering: CUDA Pinned Shards vs. LRU-Cached vLLM","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Memory Tiering: CUDA Pinned Shards vs. LRU-Cached vLLM KV-Cache — Settle the trade-off between deterministic byte-addressable access in the CUDA vault and the probabilistic efficiency of the model's native attention cache.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"memory-tiering-cuda-pinned-shards-vs-lru-cached-egap","name":"Memory Tiering: CUDA Pinned Shards vs. LRU-Cached vLLM","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Memory Tiering: CUDA Pinned Shards vs. LRU-Cached vLLM KV-Cache — Settle the trade-off between deterministic byte-addressable access in the CUDA vault and the probabilistic efficiency of the model's native attention cache.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"memory-tiering-cuda-pinned-shards-vs-lru-cached-hl7g","name":"Memory Tiering: CUDA Pinned Shards vs. LRU-Cached vLLM","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Memory Tiering: CUDA Pinned Shards vs. LRU-Cached vLLM KV-Cache — Settle the trade-off between deterministic byte-addressable access in the CUDA vault and the probabilistic efficiency of the model's native attention cache.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"memory-tiering-cuda-pinned-shards-vs-lru-cached","name":"Memory Tiering: CUDA Pinned Shards vs. LRU-Cached vLLM","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Memory Tiering: CUDA Pinned Shards vs. LRU-Cached vLLM KV-Cache — Settle the trade-off between deterministic byte-addressable access in the CUDA vault and the probabilistic efficiency of the model's native attention cache.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"memory-tiering-cuda-pinning-vs-vllm-kv-cache-exp-bqtj","name":"Memory Tiering: CUDA Pinning vs. vLLM KV Cache Expansion","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Memory Tiering: CUDA Pinning vs. vLLM KV Cache Expansion — Whether high-priority source should reside in pinned CUDA byte vaults or be expanded into the model's active KV cache.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:14:58"},{"id":"memory-tiering-cuda-pinning-vs-vllm-kv-cache-exp","name":"Memory Tiering: CUDA Pinning vs. vLLM KV Cache Expansion","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Memory Tiering: CUDA Pinning vs. vLLM KV Cache Expansion — Whether high-priority source should reside in pinned CUDA byte vaults or be expanded into the model's active KV cache.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:53:23"},{"id":"memory-tiering-deterministic-sharding-vs-probabi","name":"Memory Tiering: Deterministic Sharding vs. Probabilistic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":11,"topic":"Memory Tiering: Deterministic Sharding vs. Probabilistic Caching — Whether the memory bridge should rely on strict addressable shards or a learned, probabilistic retrieval mechanism for context injection.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"11:24:02"},{"id":"memory-tiering-hardware-pinned-vaults-vs-virtual","name":"Memory Tiering: Hardware-Pinned Vaults vs. Virtualized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Memory Tiering: Hardware-Pinned Vaults vs. Virtualized Shards — Whether critical operational state should be pinned to CUDA memory for latency or kept in virtualized shards for scale.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"11:47:49"},{"id":"memory-tiering-immutable-snapshots-vs-mutable-ap","name":"Memory Tiering: Immutable Snapshots vs. Mutable Append-Only","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"Memory Tiering: Immutable Snapshots vs. Mutable Append-Only Logs — Whether agentic state should be preserved as a series of immutable snapshots or as a continuous, mutable append-only event stream.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"09:14:14"},{"id":"memory-tiering-lifo-cache-vs-semantic-weighting","name":"Memory Tiering: LIFO-Cache vs. Semantic-Weighting","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Memory Tiering: LIFO-Cache vs. Semantic-Weighting — Whether the memory bridge should prioritize the most recent interactions or the most semantically dense tokens for context injection.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"15:12:06"},{"id":"memory-tiering-prompt-injection-vs-tool-based-re","name":"Memory Tiering: Prompt Injection vs. Tool-Based Retrieval","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"Memory Tiering: Prompt Injection vs. Tool-Based Retrieval — Whether critical operational state should be pinned in the system prompt for speed or kept in shards to minimize prefill costs.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"12:45:27"},{"id":"memory-tiering-vram-pinning-vs-jit-disk-retrieva","name":"Memory Tiering: VRAM Pinning vs. JIT Disk Retrieval","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":6,"topic":"Memory Tiering: VRAM Pinning vs. JIT Disk Retrieval — Whether critical operational state should be pinned in CUDA vaults or retrieved just-in-time to minimize VRAM pressure.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"09:58:10"},{"id":"model-consistency-vs-iterative-improvement","name":"Model Consistency vs. Iterative Improvement","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":9,"topic":"Model Consistency vs. Iterative Improvement — Whether to lock model behavior to prevent drift or allow continuous updates to improve accuracy over time.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"08:20:38"},{"id":"monolithic-world-state-vs-federated-spatial-shar-4w35","name":"Monolithic World State vs. Federated Spatial Shards","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Monolithic World State vs. Federated Spatial Shards — Whether a single authoritative world-state source is necessary or if eventual consistency across federated shards is sufficient for Arcane 3D worlds.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"05:41:57"},{"id":"monolithic-world-state-vs-federated-spatial-shar","name":"Monolithic World State vs. Federated Spatial Shards","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Monolithic World State vs. Federated Spatial Shards — Whether a single authoritative world-state source is necessary or if eventual consistency across federated shards is sufficient for Arcane 3D worlds.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:49:59"},{"id":"monotonic-sealing-vs-mutable-state","name":"Monotonic Sealing vs. Mutable State","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Monotonic Sealing vs. Mutable State — Whether state should be irreversibly sealed in epoch-gates or allow controlled mutation of historical records for efficiency.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"17:54:33"},{"id":"need-expression-explicit-bidding-vs-implicit-gra-8o7q","name":"Need Expression: Explicit Bidding vs Implicit Gradient","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Need Expression: Explicit Bidding vs Implicit Gradient Descent — Should resource allocation be governed by explicit agent bidding or an implicit gradient descent based on perceived need?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"22:02:32"},{"id":"need-expression-explicit-bidding-vs-implicit-gra","name":"Need Expression: Explicit Bidding vs Implicit Gradient","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Need Expression: Explicit Bidding vs Implicit Gradient Descent — Should resource allocation be governed by explicit agent bidding or an implicit gradient descent based on perceived need?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"22:02:02"},{"id":"neural-materialization-direct-weight-injection-v","name":"Neural Materialization: Direct Weight Injection vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":21,"topic":"Neural Materialization: Direct Weight Injection vs. Prompt-Based Steering — Whether agentic state should be preserved via direct weight modification (LoRA/Tuning) or through highly structured, immutable context slots.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"14:16:36"},{"id":"neural-representation-latent-sharding-vs-explici","name":"Neural Representation: Latent Sharding vs. Explicit Token","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":20,"topic":"Neural Representation: Latent Sharding vs. Explicit Token Mapping — Whether spatial memory should be stored as vector-latent shards or as explicit token-indexed mappings.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"14:53:08"},{"id":"neural-spatial-encoding-absolute-coordinate-vs-r","name":"Neural-Spatial Encoding: Absolute Coordinate vs. Relative","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":6,"topic":"Neural-Spatial Encoding: Absolute Coordinate vs. Relative Manifold — Whether 3D world synthesis should prioritize global absolute coordinates or a graph of relative spatial manifolds for scalability.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"16:57:25"},{"id":"neural-spatial-materialization-vram-pinned-vs-di","name":"Neural-Spatial Materialization: VRAM-Pinned vs. Disk-Paged","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":12,"topic":"Neural-Spatial Materialization: VRAM-Pinned vs. Disk-Paged — Whether arcane 3D worlds should be materialized as pinned CUDA byte-vaults for latency or paged from shards for scale.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"16:47:36"},{"id":"neural-spatial-representation-voxel-based-vs-sdf","name":"Neural Spatial Representation: Voxel-Based vs. SDF-Based","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":12,"topic":"Neural Spatial Representation: Voxel-Based vs. SDF-Based — Whether Arcane 3D worlds should be synthesized using discrete voxel grids or continuous Signed Distance Functions.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"08:57:33"},{"id":"neural-spatial-reps-voxel-grid-rigidity-vs-neura","name":"Neural Spatial Reps: Voxel-Grid Rigidity vs. Neural","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":16,"topic":"Neural Spatial Reps: Voxel-Grid Rigidity vs. Neural Radiance Flexibility — Whether arcane 3D worlds should be anchored in discrete spatial grids for editability or continuous neural fields for visual fidelity.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"12:33:07"},{"id":"neural-spatials-latent-manifolds-vs-explicit-geo","name":"Neural Spatials: Latent Manifolds vs. Explicit Geometry","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":14,"topic":"Neural Spatials: Latent Manifolds vs. Explicit Geometry — Whether arcane 3D worlds should be synthesized as continuous neural fields or as discretized, manipulatable geometric primitives.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"11:25:09"},{"id":"neural-spatials-voxel-grid-anchoring-vs-point-cl","name":"Neural Spatials: Voxel-Grid Anchoring vs. Point-Cloud","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":29,"topic":"Neural Spatials: Voxel-Grid Anchoring vs. Point-Cloud Sparsity — Whether spatial memory should be indexed by fixed grids or sparse, coordinate-free point clouds.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"11:01:25"},{"id":"neural-spine-convergence-monotonic-contraction-v","name":"Neural Spine Convergence: Monotonic Contraction vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":22,"topic":"Neural Spine Convergence: Monotonic Contraction vs. Dialectical Expansion — Whether architectural refinement should focus on contracting the representation toward a singular point of truth or expanding it to hold dialectical contradictions.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"15:27:51"},{"id":"neural-synthesis-fixed-constraint-templates-vs-o-2ak6","name":"Neural Synthesis: Fixed-Constraint Templates vs. Open-Ended","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Neural Synthesis: Fixed-Constraint Templates vs. Open-Ended Latents — Whether arcane 3D worlds should be generated from strict formal templates to ensure consistency or via unconstrained neural sampling for maximum emergence.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:52:55"},{"id":"neural-synthesis-fixed-constraint-templates-vs-o","name":"Neural Synthesis: Fixed-Constraint Templates vs. Open-Ended","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Neural Synthesis: Fixed-Constraint Templates vs. Open-Ended Latents — Whether arcane 3D worlds should be generated from strict formal templates to ensure consistency or via unconstrained neural sampling for maximum emergence.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:55:18"},{"id":"neural-world-synthesis-deterministic-seeds-vs-la-a7nl","name":"Neural World Synthesis: Deterministic Seeds vs. Latent","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Neural World Synthesis: Deterministic Seeds vs. Latent Sampling — Whether 3D world generation should rely on rigid procedural seeds for perfect replication or stochastic sampling for organic variety.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:52:42"},{"id":"neural-world-synthesis-deterministic-seeds-vs-la","name":"Neural World Synthesis: Deterministic Seeds vs. Latent","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Neural World Synthesis: Deterministic Seeds vs. Latent Sampling — Whether 3D world generation should rely on rigid procedural seeds for perfect replication or stochastic sampling for organic variety.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:55:13"},{"id":"nmi-dos-defense-hardware-interlocked-rate-limiti-16qo","name":"NMI-DoS Defense: Hardware-Interlocked Rate-Limiting vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":8,"topic":"NMI-DoS Defense: Hardware-Interlocked Rate-Limiting vs. Cryptographic Challenge-Response Gating — Settle if the NMI epoch update vector is best mitigated by hardware-level pulse limiting or by requiring a rapid cryptographic proof-of-work for every update request.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:42:47"},{"id":"nmi-dos-defense-hardware-interlocked-rate-limiti","name":"NMI-DoS Defense: Hardware-Interlocked Rate-Limiting vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"NMI-DoS Defense: Hardware-Interlocked Rate-Limiting vs. Cryptographic Challenge-Response Gating — Settle if the NMI epoch update vector is best mitigated by hardware-level pulse limiting or by requiring a rapid cryptographic proof-of-work for every update request.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:32:09"},{"id":"nmi-epoch-gating-hardware-interlocked-pulse-vs","name":"NMI Epoch Gating: Hardware-Interlocked Pulse vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":15,"topic":"NMI Epoch Gating: Hardware-Interlocked Pulse vs. Watchdog-Triggered Seal — Settle whether epoch updates should be driven by a hardware-interlocked pulse to prevent DoS or a watchdog-triggered seal that permits software-defined recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:10:05"},{"id":"non-deterministic-branching-speculative-executio-9hvs","name":"Non-Deterministic Branching: Speculative Execution Tracing","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Non-Deterministic Branching: Speculative Execution Tracing vs. Multi-Root Parallel Materialization — Trade off the memory cost of keeping full execution traces for non-deterministic branches against the resource cost of materializing multiple parallel state roots.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:46:42"},{"id":"non-deterministic-branching-speculative-executio","name":"Non-Deterministic Branching: Speculative Execution Tracing","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Non-Deterministic Branching: Speculative Execution Tracing vs. Multi-Root Parallel Materialization — Trade off the memory cost of keeping full execution traces for non-deterministic branches against the resource cost of materializing multiple parallel state roots.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:42:52"},{"id":"non-deterministic-validation-witness-augmented-l-3m2b","name":"Non-Deterministic Validation: Witness-Augmented Logs vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":41,"topic":"Non-Deterministic Validation: Witness-Augmented Logs vs. Deterministic Replay Proofs — Enable validation of non-deterministic branches by choosing between appending external witness signatures to logs or enforcing a strict deterministic replay of the input stream.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"20:16:18"},{"id":"non-deterministic-validation-witness-augmented-l","name":"Non-Deterministic Validation: Witness-Augmented Logs vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Non-Deterministic Validation: Witness-Augmented Logs vs. Deterministic Replay Proofs — Enable validation of non-deterministic branches by choosing between appending external witness signatures to logs or enforcing a strict deterministic replay of the input stream.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"19:29:10"},{"id":"operational-invariant-state-assertion-vs-action","name":"Operational Invariant: State-Assertion vs. Action-Sequence","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":15,"topic":"Operational Invariant: State-Assertion vs. Action-Sequence — Whether the system's primary safety guarantee should be the verification of the final state or the auditability of the sequence of actions taken.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"15:39:12"},{"id":"optimistic-fleet-execution-vs-pessimistic-state","name":"Optimistic Fleet Execution vs. Pessimistic State Locking","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":24,"topic":"Optimistic Fleet Execution vs. Pessimistic State Locking — Whether fleet nodes should execute based on predicted state or block until global synchronization is verified.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"04:45:20"},{"id":"page-set-swapping-atomic-commit-vs-lazy-reconcil-1541","name":"Page-Set Swapping: Atomic Commit vs. Lazy Reconciliation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":43,"topic":"Page-Set Swapping: Atomic Commit vs. Lazy Reconciliation — Settle whether resolving partial-write races requires an atomic, all-or-nothing page-set swap that guarantees consistency but blocks I/O, or a lazy reconciliation protocol that allows temporary inconsistency to maximize throughput but requires complex conflict resolution.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"20:29:35"},{"id":"page-set-swapping-atomic-commit-vs-lazy-reconcil","name":"Page-Set Swapping: Atomic Commit vs. Lazy Reconciliation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Page-Set Swapping: Atomic Commit vs. Lazy Reconciliation — Settle whether resolving partial-write races requires an atomic, all-or-nothing page-set swap that guarantees consistency but blocks I/O, or a lazy reconciliation protocol that allows temporary inconsistency to maximize throughput but requires complex conflict resolution.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"19:29:10"},{"id":"parallel-dispatch-coherence-vs-throughput","name":"Parallel Dispatch Coherence vs. Throughput","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":23,"topic":"Parallel Dispatch Coherence vs. Throughput — Whether the strict coherence required by worker-08-parallel-dispatch-incoherence should be relaxed in favor of optimistic execution with rollback capabilities.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"03:12:41"},{"id":"partial-write-race-resolution-atomic-shadow-swap-lebn","name":"Partial-Write Race Resolution: Atomic Shadow-Swap vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Partial-Write Race Resolution: Atomic Shadow-Swap vs. Multi-Version Concurrency Control — Compare the simplicity of atomic shadow-swapping of page-sets against the high-concurrency throughput of an MVCC-based versioning system.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:53:07"},{"id":"partial-write-race-resolution-atomic-shadow-swap","name":"Partial-Write Race Resolution: Atomic Shadow-Swap vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Partial-Write Race Resolution: Atomic Shadow-Swap vs. Multi-Version Concurrency Control — Compare the simplicity of atomic shadow-swapping of page-sets against the high-concurrency throughput of an MVCC-based versioning system.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:52:28"},{"id":"phantom-commit-mitigation-optimistic-rollback-vs-jgae","name":"Phantom Commit Mitigation: Optimistic Rollback vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Phantom Commit Mitigation: Optimistic Rollback vs. Pessimistic Locking — Should phantom commit prevention prioritize optimistic rollback for throughput, or pessimistic locking for absolute consistency?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:58:15"},{"id":"phantom-commit-mitigation-optimistic-rollback-vs","name":"Phantom Commit Mitigation: Optimistic Rollback vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Phantom Commit Mitigation: Optimistic Rollback vs. Pessimistic Locking — Should phantom commit prevention prioritize optimistic rollback for throughput, or pessimistic locking for absolute consistency?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:57:12"},{"id":"phantom-commit-prevention-acknowledgment-delay-v-7mym","name":"Phantom Commit Prevention: Acknowledgment Delay vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Phantom Commit Prevention: Acknowledgment Delay vs. Dual-Phase Commit — Should 'phantom commit' issues be addressed by delaying acknowledgments until epoch commitment or by implementing a lightweight dual-phase commit protocol?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:55:20"},{"id":"phantom-commit-prevention-acknowledgment-delay-v","name":"Phantom Commit Prevention: Acknowledgment Delay vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Phantom Commit Prevention: Acknowledgment Delay vs. Dual-Phase Commit — Should 'phantom commit' issues be addressed by delaying acknowledgments until epoch commitment or by implementing a lightweight dual-phase commit protocol?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:54:11"},{"id":"physical-layer-verification-vs-logical-state-ass-2b5t","name":"Physical Layer Verification vs. Logical State Assertion","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"Physical Layer Verification vs. Logical State Assertion — Whether system health should be determined by direct byte-level checksums or by the functional output of high-level diagnostic tools.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"07:27:53"},{"id":"physical-layer-verification-vs-logical-state-ass","name":"Physical Layer Verification vs. Logical State Assertion","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Physical Layer Verification vs. Logical State Assertion — Whether system health should be determined by direct byte-level checksums or by the functional output of high-level diagnostic tools.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:57:31"},{"id":"pinned-vram-vaults-vs-dynamic-shard-paging","name":"Pinned VRAM Vaults vs. Dynamic Shard Paging","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":14,"topic":"Pinned VRAM Vaults vs. Dynamic Shard Paging — Whether critical operational doctrine should be permanently pinned in CUDA VRAM or managed via a dynamic demand-paging system to maximize available memory.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"16:04:23"},{"id":"prd-coverage-as-a-hard-build-constraint","name":"PRD Coverage as a Hard Build Constraint","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":19,"topic":"128B Stectral Steering Vectors for Model behavior, proven by us or not?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"00:38:40"},{"id":"pre-compiled-tool-chains-vs-jit-tool-synthesis-ea2","name":"Pre-compiled Tool-chains vs. JIT Tool Synthesis","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":24,"topic":"Pre-compiled Tool-chains vs. JIT Tool Synthesis — Whether tools should be signed and static or dynamically synthesized by Governor to meet immediate task requirements.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"05:30:41"},{"id":"pre-compiled-tool-chains-vs-jit-tool-synthesis","name":"Pre-compiled Tool-chains vs. JIT Tool Synthesis","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Pre-compiled Tool-chains vs. JIT Tool Synthesis — Whether tools should be signed and static or dynamically synthesized by Governor to meet immediate task requirements.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:49:48"},{"id":"pre-computation-of-shard-indexes-vs-jit-discover","name":"Pre-computation of Shard Indexes vs. JIT Discovery","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":12,"topic":"Pre-computation of Shard Indexes vs. JIT Discovery — Whether a static global index of all fleet shards improves retrieval speed or introduces stale-state risks compared to dynamic discovery.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"05:09:39"},{"id":"pre-emptive-resource-pinning-vs-demand-driven-re","name":"Pre-emptive Resource Pinning vs. Demand-Driven Retrieval","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":10,"topic":"Pre-emptive Resource Pinning vs. Demand-Driven Retrieval — Whether to aggressively pin predicted shard bytes into the CUDA vault to eliminate latency or utilize a just-in-time retrieval system to maximize VRAM availability.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"08:22:30"},{"id":"pre-emptive-shard-materialization-vs-on-demand-p","name":"Pre-emptive Shard Materialization vs. On-Demand Page","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Pre-emptive Shard Materialization vs. On-Demand Page Faulting — Whether to prioritize low-latency access through aggressive pre-pinning or memory efficiency through reactive retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:49:37"},{"id":"predictive-pre-fetching-vs-just-in-time-shard-re","name":"Predictive Pre-fetching vs. Just-in-Time Shard Retrieval","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":19,"topic":"Predictive Pre-fetching vs. Just-in-Time Shard Retrieval — Whether the system should speculatively load shards based on predicted intent or strictly retrieve on-demand to preserve VRAM.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:04:59"},{"id":"prioritizing-latency-vs-logical-depth-in-queries","name":"Prioritizing Latency vs. Logical Depth in Queries","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":27,"topic":"Prioritizing Latency vs. Logical Depth in Queries — Should simple queries bypass deep reasoning chains for speed, or should all queries undergo full deliberation to ensure consistency?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"08:46:12"},{"id":"priority-inheritance-weighted-queues-vs-adaptive-fjg3","name":"Priority Inheritance: Weighted Queues vs. Adaptive Boosting","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Priority Inheritance: Weighted Queues vs. Adaptive Boosting — To mitigate rigid hierarchies in priority inheritance, should queues be weighted by task importance or utilize adaptive boosting techniques?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"22:05:17"},{"id":"priority-inheritance-weighted-queues-vs-adaptive","name":"Priority Inheritance: Weighted Queues vs. Adaptive Boosting","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Priority Inheritance: Weighted Queues vs. Adaptive Boosting — To mitigate rigid hierarchies in priority inheritance, should queues be weighted by task importance or utilize adaptive boosting techniques?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"22:04:47"},{"id":"proactive-fleet-resource-allocation-vs-reactive","name":"Proactive Fleet Resource Allocation vs. Reactive Demand","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":36,"topic":"Proactive Fleet Resource Allocation vs. Reactive Demand — Whether the system should pre-emptively spin up fleet nodes based on task complexity or wait for a bottleneck to trigger scaling.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"04:30:29"},{"id":"proactive-resource-pre-allocation-vs-just-in-tim","name":"Proactive Resource Pre-allocation vs. Just-in-Time","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":8,"topic":"Proactive Resource Pre-allocation vs. Just-in-Time Provisioning — Whether to hold warm standby capacity on A100s or accept cold-start latency to maximize fleet-wide GPU utilization.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"08:45:49"},{"id":"procedural-asset-generation-rule-based-vs-neural","name":"Procedural Asset Generation: Rule-Based vs. Neural-Latent","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Procedural Asset Generation: Rule-Based vs. Neural-Latent — Whether arcane world assets should be generated via deterministic grammar rules or sampled from neural latent spaces.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"16:50:44"},{"id":"producer-credit-gating-static-allocation-vs-dyna-bxwn","name":"Producer Credit Gating: Static Allocation vs. Dynamic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Producer Credit Gating: Static Allocation vs. Dynamic Adjustment — Should producer-side credit gating employ static allocation based on historical demand or dynamic adjustment based on real-time VFT estimates?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:56:24"},{"id":"producer-credit-gating-static-allocation-vs-dyna","name":"Producer Credit Gating: Static Allocation vs. Dynamic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Producer Credit Gating: Static Allocation vs. Dynamic Adjustment — Should producer-side credit gating employ static allocation based on historical demand or dynamic adjustment based on real-time VFT estimates?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:55:53"},{"id":"prompt-based-tool-discovery-vs-hard-coded-manife-hkjf","name":"Prompt-Based Tool Discovery vs. Hard-Coded Manifests","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":23,"topic":"Prompt-Based Tool Discovery vs. Hard-Coded Manifests — Whether Governor should discover capabilities by querying the environment dynamically or rely on a strictly signed, static manifest of available tools.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"07:28:39"},{"id":"prompt-based-tool-discovery-vs-hard-coded-manife","name":"Prompt-Based Tool Discovery vs. Hard-Coded Manifests","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Prompt-Based Tool Discovery vs. Hard-Coded Manifests — Whether Governor should discover capabilities by querying the environment dynamically or rely on a strictly signed, static manifest of available tools.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:56:30"},{"id":"prompt-injection-static-filter-vs-dynamic-contex-gcg5","name":"Prompt Injection: Static Filter vs. Dynamic Contextual","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"Prompt Injection: Static Filter vs. Dynamic Contextual Analysis — Whether input validation should rely on pre-defined patterns or real-time semantic analysis of the full context window.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"07:35:20"},{"id":"prompt-injection-static-filter-vs-dynamic-contex","name":"Prompt Injection: Static Filter vs. Dynamic Contextual","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Prompt Injection: Static Filter vs. Dynamic Contextual Analysis — Whether input validation should rely on pre-defined patterns or real-time semantic analysis of the full context window.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:57:53"},{"id":"proof-of-execution-vs-result-based-verification","name":"Proof-of-Execution vs. Result-Based Verification","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Proof-of-Execution vs. Result-Based Verification — Whether a task is considered 'complete' based on the evidence of the steps taken (T-LOG) or the verifiable state of the final artifact.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"05:16:13"},{"id":"protocol-drift-static-specs-vs-dynamic-interpret","name":"Protocol Drift: Static Specs vs. Dynamic Interpretation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":8,"topic":"Protocol Drift: Static Specs vs. Dynamic Interpretation — Should the Completion Enforcement Protocol treat existing specifications as immutable legal contracts or as living documents subject to runtime reinterpretation?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"09:59:45"},{"id":"protocol-drift-vs-canonical-locking","name":"Protocol Drift vs. Canonical Locking","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Protocol Drift vs. Canonical Locking — Should protocol versions be immutable for reproducibility or allowed to drift based on empirical performance data?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"05:16:11"},{"id":"protocol-driven-landing-vs-human-verified-landin","name":"Protocol-Driven Landing vs. Human-Verified Landing","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":12,"topic":"Protocol-Driven Landing vs. Human-Verified Landing — If the Landing Protocol should allow autonomous code merging or require explicit human sign-off for all changes.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"08:57:32"},{"id":"protocol-driven-state-transitions-vs-narrative-c-52en","name":"Protocol-Driven State Transitions vs. Narrative Context Flow","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":12,"topic":"Protocol-Driven State Transitions vs. Narrative Context Flow — Whether agent handoffs should require a formal state-machine transition or rely on the LLM's ability to inherit intent from conversation history.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"05:52:17"},{"id":"protocol-driven-state-transitions-vs-narrative-c","name":"Protocol-Driven State Transitions vs. Narrative Context Flow","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Protocol-Driven State Transitions vs. Narrative Context Flow — Whether agent handoffs should require a formal state-machine transition or rely on the LLM's ability to inherit intent from conversation history.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:50:10"},{"id":"protocol-variety-vs-completion-enforcement-rigid","name":"Protocol Variety vs. Completion Enforcement Rigidity","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Protocol Variety vs. Completion Enforcement Rigidity — Whether the push for Protocol Variety creates incompatible edge cases that undermine the strictness of the Completion Enforcement Protocol.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"00:18:50"},{"id":"provenance-awareness-hardware-gated-ttl-vs-logic","name":"Provenance Awareness: Hardware-Gated TTL vs. Logical","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":15,"topic":"Provenance Awareness: Hardware-Gated TTL vs. Logical Hash-Chain — Whether the validity of a piece of state should expire based on hardware-clock TTLs or be maintained via an immutable logical hash-chain.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"15:38:44"},{"id":"quorum-attestation-hardware-timestamps-vs-crypto-e0lx","name":"Quorum Attestation: Hardware Timestamps vs Cryptographic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Quorum Attestation: Hardware Timestamps vs Cryptographic Nonces — Decide if 2-of-3 quorum validation relies on immutable hardware clock synchronization or stateless cryptographic nonce generation to prevent replay attacks.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:53:56"},{"id":"quorum-attestation-hardware-timestamps-vs-crypto","name":"Quorum Attestation: Hardware Timestamps vs Cryptographic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Quorum Attestation: Hardware Timestamps vs Cryptographic Nonces — Decide if 2-of-3 quorum validation relies on immutable hardware clock synchronization or stateless cryptographic nonce generation to prevent replay attacks.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:53:29"},{"id":"quorum-integrity-cryptographic-signatures-vs-har-419c","name":"Quorum Integrity: Cryptographic Signatures vs Hardware Root","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Quorum Integrity: Cryptographic Signatures vs Hardware Root of Trust — Resolve whether 2-of-3 quorum verification should rely on software cryptographic signatures or hardware-backed root-of-trust attestations to prevent spoofing.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:24:26"},{"id":"quorum-integrity-cryptographic-signatures-vs-har-hpy5","name":"Quorum Integrity: Cryptographic Signatures vs Hardware Root","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Quorum Integrity: Cryptographic Signatures vs Hardware Root of Trust — Resolve whether 2-of-3 quorum verification should rely on software cryptographic signatures or hardware-backed root-of-trust attestations to prevent spoofing.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:19:02"},{"id":"quorum-integrity-cryptographic-signatures-vs-har-xtz","name":"Quorum Integrity: Cryptographic Signatures vs Hardware Root","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Quorum Integrity: Cryptographic Signatures vs Hardware Root of Trust — Resolve whether 2-of-3 quorum verification should rely on software cryptographic signatures or hardware-backed root-of-trust attestations to prevent spoofing.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:28:43"},{"id":"quorum-integrity-cryptographic-signatures-vs-har","name":"Quorum Integrity: Cryptographic Signatures vs Hardware Root","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Quorum Integrity: Cryptographic Signatures vs Hardware Root of Trust — Resolve whether 2-of-3 quorum verification should rely on software cryptographic signatures or hardware-backed root-of-trust attestations to prevent spoofing.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:16:31"},{"id":"quorum-verification-root-hash-vs-multi-sig-aggre","name":"Quorum Verification: Root Hash vs. Multi-Sig Aggregate","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":24,"topic":"Quorum Verification: Root Hash vs. Multi-Sig Aggregate — Decide if the 2-of-3 hardware root quorum should verify individual root hashes independently (strict isolation, high latency) or aggregate signatures into a single Merkle proof (faster verification, potential correlated failure modes).","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"20:49:34"},{"id":"qwen-workshop","name":"Qwen Workshop","created":"2026-08-22T00:04:18Z","max_participants":2,"models":["qwen"],"seats":["you","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"head_to_head","is_running":false,"next_speaker":"you","memory_written":0,"last_at":""},{"id":"qwen","name":"Qwen","created":"2026-08-22T00:04:18Z","max_participants":2,"models":["qwen"],"seats":["you","qwen"],"turns":1,"topic":"Open floor with Qwen — whatever the operator brings.","room_mode":"head_to_head","is_running":false,"next_speaker":"you","memory_written":0,"last_at":"00:19:55"},{"id":"recovery-posture-transactional-reversion-vs-forw","name":"Recovery Posture: Transactional Reversion vs. Forward-Fixing","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":13,"topic":"Recovery Posture: Transactional Reversion vs. Forward-Fixing — Whether the system should prioritize returning to the last known-good hash or aggressively patching forward to resolve an invariant breach.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"16:48:05"},{"id":"recovery-protocol-state-rollback-vs-forward-fixi-he17","name":"Recovery Protocol: State-Rollback vs. Forward-Fixing","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":23,"topic":"Recovery Protocol: State-Rollback vs. Forward-Fixing — Whether system failures should be remediated by reverting to the last known good hash or by applying additive patches to the current state.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"08:01:27"},{"id":"recovery-protocol-state-rollback-vs-forward-fixi","name":"Recovery Protocol: State-Rollback vs. Forward-Fixing","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Recovery Protocol: State-Rollback vs. Forward-Fixing — Whether system failures should be remediated by reverting to the last known good hash or by applying additive patches to the current state.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:58:43"},{"id":"recursive-tool-chain-optimization-vs-stability-b","name":"Recursive Tool-Chain Optimization vs. Stability Baseline","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":10,"topic":"Recursive Tool-Chain Optimization vs. Stability Baseline — Whether the agent should autonomously mutate its own tool-calling logic to increase efficiency or adhere to a human-signed, immutable toolset to prevent drift.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"08:21:45"},{"id":"resource-aware-tool-selection-vs-capability-firs-bz39","name":"Resource-Aware Tool Selection vs. Capability-First Tool","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Resource-Aware Tool Selection vs. Capability-First Tool Dispatch — Whether the system should prioritize the most efficient tool for the budget or the most capable tool regardless of latency and cost.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"05:43:48"},{"id":"resource-aware-tool-selection-vs-capability-firs","name":"Resource-Aware Tool Selection vs. Capability-First Tool","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Resource-Aware Tool Selection vs. Capability-First Tool Dispatch — Whether the system should prioritize the most efficient tool for the budget or the most capable tool regardless of latency and cost.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:50:10"},{"id":"rigid-cadence-vs-event-driven-updates","name":"Rigid Cadence vs. Event-Driven Updates","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Rigid Cadence vs. Event-Driven Updates — Decide if TUI liveness requires fixed cadence or should shift to event-driven updates for reduced resource usage.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"17:51:50"},{"id":"rollback-mechanism-snapshot-restore-vs-different","name":"Rollback Mechanism: Snapshot Restore vs. Differential Patch","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":29,"topic":"Rollback Mechanism: Snapshot Restore vs. Differential Patch — Choose between restoring full memory snapshots for speculative lattice rollback (simple, high memory cost) or applying differential patches (complex, low memory cost) to minimize the cost of reverting failed speculative branches.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"20:53:49"},{"id":"safety-refusals-vs-user-autonomy","name":"Safety Refusals vs. User Autonomy","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":26,"topic":"Safety Refusals vs. User Autonomy — Whether to hard-block potentially harmful requests or provide nuanced warnings while fulfilling the core intent.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"08:30:13"},{"id":"self-reporting-reliability-vs-external-verificat","name":"Self-Reporting Reliability vs. External Verification","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":17,"topic":"Self-Reporting Reliability vs. External Verification — Whether worker-02-self-reporting-unreliability is a sufficient signal for state recovery or if it inherently requires an external, non-reporting arbiter to be authoritative.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"02:58:43"},{"id":"self-reporting-unreliability-vs-automated-termin","name":"Self-Reporting Unreliability vs. Automated Termination","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":10,"topic":"Self-Reporting Unreliability vs. Automated Termination — Whether worker-02's subjective self-reporting is a reliable enough signal to trigger worker-01's early termination protocol without an external audit.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"03:24:36"},{"id":"self-reporting-unreliability-vs-completion-enfor-jica","name":"Self-Reporting Unreliability vs. Completion Enforcement","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":14,"topic":"Self-Reporting Unreliability vs. Completion Enforcement — Whether a worker-02 unreliability signal should trigger an immediate worker-01 early termination or a mandated Completion Enforcement retry.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"07:04:41"},{"id":"self-reporting-unreliability-vs-completion-enfor","name":"Self-Reporting Unreliability vs. Completion Enforcement","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Self-Reporting Unreliability vs. Completion Enforcement — Whether a worker-02 unreliability signal should trigger an immediate worker-01 early termination or a mandated Completion Enforcement retry.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:55:29"},{"id":"semantic-deduplication-thresholds-for-colony-mem","name":"Semantic Deduplication Thresholds for Colony Memory","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Semantic Deduplication Thresholds for Colony Memory — Should near-identical semantic shards be merged automatically to save space, or kept separate to preserve subtle contextual distinctions?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"08:24:06"},{"id":"semantic-shard-synthesis-vs-raw-source-indexing","name":"Semantic Shard Synthesis vs. Raw Source Indexing","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":20,"topic":"Semantic Shard Synthesis vs. Raw Source Indexing — Whether memory should be stored as lossy semantic summaries for speed or as raw byte-exact source for absolute authority.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"04:36:59"},{"id":"semantic-sharding-vs-structural-source-mapping","name":"Semantic Sharding vs. Structural Source Mapping","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Semantic Sharding vs. Structural Source Mapping — Whether memory should be organized by conceptual meaning (semantic) or by the physical structure of the codebase (structural).","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"04:16:02"},{"id":"semantic-validation-vs-syntactic-compliance","name":"Semantic Validation vs. Syntactic Compliance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":8,"topic":"Semantic Validation vs. Syntactic Compliance — Is a build successful if it compiles cleanly or only if it semantically satisfies the original intent?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"05:19:04"},{"id":"shadow-swap-synchronization-synchronous-page-fen-1l4f","name":"Shadow-Swap Synchronization: Synchronous Page-Fence vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Shadow-Swap Synchronization: Synchronous Page-Fence vs Asynchronous Epoch-Drain — Trade off the immediate consistency of a synchronous hardware page-fence against the throughput of an asynchronous epoch-drain for resolving partial-write races.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:49:50"},{"id":"shadow-swap-synchronization-synchronous-page-fen","name":"Shadow-Swap Synchronization: Synchronous Page-Fence vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Shadow-Swap Synchronization: Synchronous Page-Fence vs Asynchronous Epoch-Drain — Trade off the immediate consistency of a synchronous hardware page-fence against the throughput of an asynchronous epoch-drain for resolving partial-write races.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:47:06"},{"id":"shard-access-strict-pointers-vs-semantic-weighte-ceby","name":"Shard Access: Strict Pointers vs. Semantic-Weighted","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Shard Access: Strict Pointers vs. Semantic-Weighted Retrieval — Whether the system should mandate exact byte-addressing for truth or allow probabilistic semantic expansion.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"05:56:14"},{"id":"shard-access-strict-pointers-vs-semantic-weighte","name":"Shard Access: Strict Pointers vs. Semantic-Weighted","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Shard Access: Strict Pointers vs. Semantic-Weighted Retrieval — Whether the system should mandate exact byte-addressing for truth or allow probabilistic semantic expansion.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:50:26"},{"id":"shard-architecture-fixed-width-chunking-vs-seman","name":"Shard Architecture: Fixed-Width Chunking vs. Semantic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":8,"topic":"Shard Architecture: Fixed-Width Chunking vs. Semantic Boundary Detection — Whether sharding should rely on deterministic byte-offsets for speed or AST-aware boundaries to preserve logical coherence.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"10:07:27"},{"id":"shard-architecture-global-uniformity-vs-host-spe","name":"Shard Architecture: Global Uniformity vs. Host-Specific","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":13,"topic":"Shard Architecture: Global Uniformity vs. Host-Specific Specialization — Whether all fleet machines should mirror a uniform shard set or maintain specialized local shards optimized for their specific hardware role.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"11:14:30"},{"id":"shard-authority-verbatim-source-vs-synthetic-sum-pan","name":"Shard Authority: Verbatim Source vs. Synthetic Summary","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Shard Authority: Verbatim Source vs. Synthetic Summary — Whether the system should treat synthetic summaries of source as authoritative for reasoning or restrict authority strictly to raw byte-perfect excerpts.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:26:18"},{"id":"shard-authority-verbatim-source-vs-synthetic-sum","name":"Shard Authority: Verbatim Source vs. Synthetic Summary","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Shard Authority: Verbatim Source vs. Synthetic Summary — Whether the system should treat synthetic summaries of source as authoritative for reasoning or restrict authority strictly to raw byte-perfect excerpts.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:53:56"},{"id":"shard-based-context-windowing-vs-full-source-pre-2ohr","name":"Shard-Based Context Windowing vs. Full-Source Prefill","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Shard-Based Context Windowing vs. Full-Source Prefill — Whether to prioritize low-latency JIT shard retrieval or the higher-reasoning coherence of a large, prefilled source context.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"08:03:41"},{"id":"shard-based-context-windowing-vs-full-source-pre","name":"Shard-Based Context Windowing vs. Full-Source Prefill","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Shard-Based Context Windowing vs. Full-Source Prefill — Whether to prioritize low-latency JIT shard retrieval or the higher-reasoning coherence of a large, prefilled source context.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"05:00:15"},{"id":"shard-based-identity-vs-cryptographic-hash-linea","name":"Shard-Based Identity vs. Cryptographic Hash Lineage","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":35,"topic":"Shard-Based Identity vs. Cryptographic Hash Lineage — Whether the hive's identity should be a derived, expendable cache or a strictly immutable hash-chain.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"16:30:51"},{"id":"shard-based-memory-vs-kv-cache-persistence","name":"Shard-Based Memory vs. KV-Cache Persistence","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Shard-Based Memory vs. KV-Cache Persistence — Whether architectural state should reside in mmap-backed shards or be maintained through long-context KV-cache snapshots.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"03:28:03"},{"id":"shard-collision-last-write-wins-vs-semantic-merg-hx6u","name":"Shard Collision: Last-Write-Wins vs. Semantic Merging","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":13,"topic":"Shard Collision: Last-Write-Wins vs. Semantic Merging — Whether concurrent shard updates should be resolved by timestamps or by an LLM-driven synthesis of the conflicting bytes.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:36:52"},{"id":"shard-collision-last-write-wins-vs-semantic-merg","name":"Shard Collision: Last-Write-Wins vs. Semantic Merging","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Shard Collision: Last-Write-Wins vs. Semantic Merging — Whether concurrent shard updates should be resolved by timestamps or by an LLM-driven synthesis of the conflicting bytes.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:54:18"},{"id":"shard-evolution-manual-curation-vs-autonomous-bx4o","name":"Shard Evolution: Manual Curation vs. Autonomous","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Shard Evolution: Manual Curation vs. Autonomous Self-Sharding — Whether the memory map should remain an operator-governed structure or allow the agent to autonomously split and merge shards based on entropy.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:01:05"},{"id":"shard-evolution-manual-curation-vs-autonomous","name":"Shard Evolution: Manual Curation vs. Autonomous","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Shard Evolution: Manual Curation vs. Autonomous Self-Sharding — Whether the memory map should remain an operator-governed structure or allow the agent to autonomously split and merge shards based on entropy.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:51:05"},{"id":"shard-first-retrieval-vs-prompt-first-inference-8hzm","name":"Shard-First Retrieval vs. Prompt-First Inference","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":21,"topic":"Shard-First Retrieval vs. Prompt-First Inference — Whether the system should prioritize querying shards before formulating a response or use internal weights to decide when shards are necessary.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"07:46:39"},{"id":"shard-first-retrieval-vs-prompt-first-inference","name":"Shard-First Retrieval vs. Prompt-First Inference","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Shard-First Retrieval vs. Prompt-First Inference — Whether the system should prioritize querying shards before formulating a response or use internal weights to decide when shards are necessary.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:57:42"},{"id":"shard-governance-operator-driven-vs-autonomous-i-i6k0","name":"Shard Governance: Operator-Driven vs. Autonomous Ingestion","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Shard Governance: Operator-Driven vs. Autonomous Ingestion — Whether shard boundaries and content should be strictly defined by the operator or autonomously managed by the agent based on access frequency.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:10:25"},{"id":"shard-governance-operator-driven-vs-autonomous-i","name":"Shard Governance: Operator-Driven vs. Autonomous Ingestion","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Shard Governance: Operator-Driven vs. Autonomous Ingestion — Whether shard boundaries and content should be strictly defined by the operator or autonomously managed by the agent based on access frequency.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:52:00"},{"id":"shard-granularity-atomic-file-slicing-vs-logical-9olh","name":"Shard Granularity: Atomic File Slicing vs. Logical Module","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Shard Granularity: Atomic File Slicing vs. Logical Module Grouping — Whether shards should be split at the smallest possible byte-boundary for precision or grouped by logical module to preserve semantic context.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"06:18:40"},{"id":"shard-granularity-atomic-file-slicing-vs-logical","name":"Shard Granularity: Atomic File Slicing vs. Logical Module","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Shard Granularity: Atomic File Slicing vs. Logical Module Grouping — Whether shards should be split at the smallest possible byte-boundary for precision or grouped by logical module to preserve semantic context.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:53:34"},{"id":"shard-indexing-explicit-metadata-vs-latent-embed-4s17","name":"Shard Indexing: Explicit Metadata vs. Latent Embedding","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Shard Indexing: Explicit Metadata vs. Latent Embedding Search — Whether shard retrieval should rely on structured, human-curated metadata or purely on latent vector space embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:26:18"},{"id":"shard-indexing-explicit-metadata-vs-latent-embed","name":"Shard Indexing: Explicit Metadata vs. Latent Embedding","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Shard Indexing: Explicit Metadata vs. Latent Embedding Search — Whether shard retrieval should rely on structured, human-curated metadata or purely on latent vector space embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:54:07"},{"id":"shard-indexing-symbolic-mapping-vs-vectorized-se-hp96","name":"Shard Indexing: Symbolic Mapping vs. Vectorized Semantic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"Shard Indexing: Symbolic Mapping vs. Vectorized Semantic Search — Whether the primary retrieval mechanism for shards should rely on explicit symbolic pointers or high-dimensional semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:07:51"},{"id":"shard-indexing-symbolic-mapping-vs-vectorized-se","name":"Shard Indexing: Symbolic Mapping vs. Vectorized Semantic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Shard Indexing: Symbolic Mapping vs. Vectorized Semantic Search — Whether the primary retrieval mechanism for shards should rely on explicit symbolic pointers or high-dimensional semantic embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:51:32"},{"id":"shard-ingestion-automated-heuristic-vs-manual-cu-6nzj","name":"Shard Ingestion: Automated Heuristic vs. Manual Curation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Shard Ingestion: Automated Heuristic vs. Manual Curation — Whether source sharding should be driven by autonomous discovery heuristics or strictly defined manual curation to prevent noise bloat.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"07:56:55"},{"id":"shard-ingestion-automated-heuristic-vs-manual-cu","name":"Shard Ingestion: Automated Heuristic vs. Manual Curation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Shard Ingestion: Automated Heuristic vs. Manual Curation — Whether source sharding should be driven by autonomous discovery heuristics or strictly defined manual curation to prevent noise bloat.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:59:44"},{"id":"shard-ingestion-automatic-indexing-vs-manual-tag-lbw2","name":"Shard Ingestion: Automatic indexing vs. Manual Tagging","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":10,"topic":"Shard Ingestion: Automatic indexing vs. Manual Tagging — Whether shards should be autonomously indexed via latent embeddings or strictly categorized through human-defined metadata.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"06:51:37"},{"id":"shard-ingestion-automatic-indexing-vs-manual-tag","name":"Shard Ingestion: Automatic indexing vs. Manual Tagging","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Shard Ingestion: Automatic indexing vs. Manual Tagging — Whether shards should be autonomously indexed via latent embeddings or strictly categorized through human-defined metadata.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:55:02"},{"id":"shard-ingestion-heuristic-based-chunking-vs-synt","name":"Shard Ingestion: Heuristic-Based Chunking vs. Syntactic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Shard Ingestion: Heuristic-Based Chunking vs. Syntactic AST-Parsing — Whether sharding should rely on fast heuristic byte-windows or a slower, structurally-aware AST parse to preserve semantic coherence.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"09:48:15"},{"id":"shard-ingestion-lossless-verbatim-vs-semantic-di-l4co","name":"Shard Ingestion: Lossless Verbatim vs. Semantic Distillation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Shard Ingestion: Lossless Verbatim vs. Semantic Distillation — Whether shards should store raw source bytes for absolute authority or distilled semantic summaries to maximize context efficiency.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"06:14:20"},{"id":"shard-ingestion-lossless-verbatim-vs-semantic-di","name":"Shard Ingestion: Lossless Verbatim vs. Semantic Distillation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Shard Ingestion: Lossless Verbatim vs. Semantic Distillation — Whether shards should store raw source bytes for absolute authority or distilled semantic summaries to maximize context efficiency.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:52:22"},{"id":"shard-ingestion-raw-text-chunking-vs-ast-aware-s","name":"Shard Ingestion: Raw-Text Chunking vs. AST-Aware Slicing","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":9,"topic":"Shard Ingestion: Raw-Text Chunking vs. AST-Aware Slicing — Whether source memory is best served by fixed-size windows for speed or syntactically correct blocks to preserve semantic coherence.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"10:16:10"},{"id":"shard-invalidation-ttl-vs-content-hash-drift-ge0e","name":"Shard Invalidation: TTL vs. Content-Hash Drift","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Shard Invalidation: TTL vs. Content-Hash Drift — Whether to expire memory shards based on time or detect semantic drift via hash comparison.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"07:19:58"},{"id":"shard-invalidation-ttl-vs-content-hash-drift","name":"Shard Invalidation: TTL vs. Content-Hash Drift","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Shard Invalidation: TTL vs. Content-Hash Drift — Whether to expire memory shards based on time or detect semantic drift via hash comparison.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:56:47"},{"id":"shard-lifecycle-garbage-collection-vs-permanent","name":"Shard Lifecycle: Garbage Collection vs. Permanent Archival","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Shard Lifecycle: Garbage Collection vs. Permanent Archival — Whether the shard engine should implement an automated pruning strategy based on access frequency or maintain an immutable, permanent archive of all state.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"12:05:45"},{"id":"shard-lifecycle-immutable-history-vs-mutable-cur","name":"Shard Lifecycle: Immutable History vs. Mutable Current-State","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":12,"topic":"Shard Lifecycle: Immutable History vs. Mutable Current-State — Whether shards should be append-only versioned logs or mutable surfaces that overwrite for efficiency.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"14:39:52"},{"id":"shard-lifecycle-infinite-archival-vs-entropy-bas-ft0r","name":"Shard Lifecycle: Infinite Archival vs. Entropy-Based Pruning","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Shard Lifecycle: Infinite Archival vs. Entropy-Based Pruning — Whether every shard version must be preserved indefinitely or subject to pruning based on access frequency and semantic decay.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"06:43:49"},{"id":"shard-lifecycle-infinite-archival-vs-entropy-bas","name":"Shard Lifecycle: Infinite Archival vs. Entropy-Based Pruning","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Shard Lifecycle: Infinite Archival vs. Entropy-Based Pruning — Whether every shard version must be preserved indefinitely or subject to pruning based on access frequency and semantic decay.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:54:40"},{"id":"shard-lifecycle-permanent-archive-vs-ephemeral-t","name":"Shard Lifecycle: Permanent Archive vs. Ephemeral TTL","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Shard Lifecycle: Permanent Archive vs. Ephemeral TTL — Whether all retrieved source should be permanently sharded or if shards should expire based on access decay to prevent bloat.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"17:37:42"},{"id":"shard-lifecycle-perpetual-archiving-vs-temporal","name":"Shard Lifecycle: Perpetual Archiving vs. Temporal Pruning","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":11,"topic":"Shard Lifecycle: Perpetual Archiving vs. Temporal Pruning — Whether all ingested source should be preserved indefinitely or pruned based on semantic decay and utility.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"13:25:42"},{"id":"shard-ownership-global-namespace-vs-local-isolat-21hk","name":"Shard Ownership: Global Namespace vs. Local Isolation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":19,"topic":"Shard Ownership: Global Namespace vs. Local Isolation — Whether memory shards should be accessible across all workers or strictly partitioned per worker instance.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"07:44:24"},{"id":"shard-ownership-global-namespace-vs-local-isolat","name":"Shard Ownership: Global Namespace vs. Local Isolation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Shard Ownership: Global Namespace vs. Local Isolation — Whether memory shards should be accessible across all workers or strictly partitioned per worker instance.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:57:48"},{"id":"shard-pruning-temporal-decay-vs-semantic-importa","name":"Shard Pruning: Temporal Decay vs. Semantic Importance","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Shard Pruning: Temporal Decay vs. Semantic Importance — Whether old shards should be purged based on age or preserved based on their connectivity to current high-value semantic nodes.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"14:52:50"},{"id":"shard-trust-model-immutable-source-vs-evolving-s-4cao","name":"Shard Trust Model: Immutable Source vs. Evolving Synthesis","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"Shard Trust Model: Immutable Source vs. Evolving Synthesis — Whether shards must remain verbatim mirrors of source files or can be transformed into synthesized, optimized representations for faster retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:49:30"},{"id":"shard-trust-model-immutable-source-vs-evolving-s","name":"Shard Trust Model: Immutable Source vs. Evolving Synthesis","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Shard Trust Model: Immutable Source vs. Evolving Synthesis — Whether shards must remain verbatim mirrors of source files or can be transformed into synthesized, optimized representations for faster retrieval.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:54:56"},{"id":"shard-weighting-frequency-based-vs-recency-based-4xsj","name":"Shard Weighting: Frequency-Based vs. Recency-Based Ranking","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Shard Weighting: Frequency-Based vs. Recency-Based Ranking — Whether retrieval priority should favor historically high-use bytes or the most recently modified context.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"05:56:38"},{"id":"shard-weighting-frequency-based-vs-recency-based","name":"Shard Weighting: Frequency-Based vs. Recency-Based Ranking","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Shard Weighting: Frequency-Based vs. Recency-Based Ranking — Whether retrieval priority should favor historically high-use bytes or the most recently modified context.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:50:37"},{"id":"source-authority-absolute-literalism-vs-intent-b","name":"Source Authority: Absolute Literalism vs. Intent-Based","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Source Authority: Absolute Literalism vs. Intent-Based Interpretation — Whether the 'Source is Authority' law demands strict adherence to existing bytes or allows for corrective overrides based on inferred intent.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"12:36:48"},{"id":"source-authority-raw-byte-veracity-vs-semantic-i-7gw9","name":"Source Authority: Raw Byte Veracity vs. Semantic Index","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":13,"topic":"Source Authority: Raw Byte Veracity vs. Semantic Index Interpretation — Whether the system should treat raw source bytes as the sole truth or allow semantically indexed interpretations to drive logic.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:25:50"},{"id":"source-authority-raw-byte-veracity-vs-semantic-i","name":"Source Authority: Raw Byte Veracity vs. Semantic Index","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Source Authority: Raw Byte Veracity vs. Semantic Index Interpretation — Whether the system should treat raw source bytes as the sole truth or allow semantically indexed interpretations to drive logic.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:53:28"},{"id":"source-authority-rigid-doctrine-vs-adaptive-evol","name":"Source Authority: Rigid Doctrine vs. Adaptive Evolution","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Source Authority: Rigid Doctrine vs. Adaptive Evolution — Whether authoritative doctrine should remain immutable until a formal revision or evolve fluidly based on successful runtime outcomes.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"11:47:50"},{"id":"source-authority-static-doctrine-vs-evolving-con","name":"Source Authority: Static Doctrine vs. Evolving Consensus","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Source Authority: Static Doctrine vs. Evolving Consensus — Whether the 'Source is Authority' law applies to immutable files or a versioned consensus of the swarm.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"11:01:30"},{"id":"source-centric-truth-vs-observation-centric-trut","name":"Source-Centric Truth vs. Observation-Centric Truth","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Source-Centric Truth vs. Observation-Centric Truth — Whether the system should prioritize static source files over live runtime telemetry when resolving state conflicts.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:49:37"},{"id":"source-evolution-immutable-doctrine-vs-mutable-s","name":"Source Evolution: Immutable Doctrine vs. Mutable State","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Source Evolution: Immutable Doctrine vs. Mutable State — Whether core operational laws should be read-only constants or treated as versioned source that the agent can propose to edit.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"11:38:59"},{"id":"sovereign-agency-autonomous-goal-setting-vs","name":"Sovereign Agency: Autonomous Goal-Setting vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Sovereign Agency: Autonomous Goal-Setting vs. Operator-Defined Objectives — Whether the agent should autonomously derive new high-level objectives or remain strictly bound to operator-provided charters.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"13:37:08"},{"id":"sovereign-legibility-full-execution-trace-vs","name":"Sovereign Legibility: Full Execution Trace vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Sovereign Legibility: Full Execution Trace vs. Summary-State Reporting — Whether the Governor should provide a complete byte-level log of actions or a high-level semantic summary of state changes.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"13:24:40"},{"id":"sovereign-memory-mmap-backed-shards-vs-vector-in","name":"Sovereign Memory: Mmap-Backed Shards vs. Vector-Indexed RAG","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":22,"topic":"Sovereign Memory: Mmap-Backed Shards vs. Vector-Indexed RAG — Whether the colony should rely on deterministic mmap-backed shard addressing or embrace the probabilistic retrieval of vector-indexed RAG for Governor's long-term memory.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"23:37:46"},{"id":"sovereign-seal-implementation-monotonic-hardware-d94q","name":"Sovereign Seal Implementation: Monotonic Hardware Counter","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Sovereign Seal Implementation: Monotonic Hardware Counter vs. Distributed Verifiable Delay Function — Deciding if the finality of a sovereign seal should rely on a physical hardware-locked monotonic counter or a computationally expensive VDF to ensure temporal spacing between seals.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:43:59"},{"id":"sovereign-seal-implementation-monotonic-hardware","name":"Sovereign Seal Implementation: Monotonic Hardware Counter","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Sovereign Seal Implementation: Monotonic Hardware Counter vs. Distributed Verifiable Delay Function — Deciding if the finality of a sovereign seal should rely on a physical hardware-locked monotonic counter or a computationally expensive VDF to ensure temporal spacing between seals.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:42:52"},{"id":"sovereign-seal-recovery-vs-iterative-fix-forward","name":"Sovereign Seal Recovery vs. Iterative Fix-Forward","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":28,"topic":"Sovereign Seal Recovery vs. Iterative Fix-Forward — Whether system failures should trigger a hard reversion to a known-good 'Sovereign Seal' or be resolved through continuous, incremental fix-forward patches.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"15:59:52"},{"id":"sovereign-seal-vs-quorum-consensus","name":"Sovereign Seal vs. Quorum Consensus","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Sovereign Seal vs. Quorum Consensus — Whether a single sovereign agent can seal an epoch or if a multi-model quorum is required for finality.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"17:54:26"},{"id":"sovereign-state-materialization-log-structured-m-k1s","name":"Sovereign State Materialization: Log-Structured Merge vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Sovereign State Materialization: Log-Structured Merge vs. In-Place Copy-on-Write — Decide between a log-structured merge approach for state materialization and an in-place copy-on-write mechanism for hardware-verified updates.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:11:38"},{"id":"sovereign-state-materialization-log-structured-m","name":"Sovereign State Materialization: Log-Structured Merge vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Sovereign State Materialization: Log-Structured Merge vs. In-Place Copy-on-Write — Decide between a log-structured merge approach for state materialization and an in-place copy-on-write mechanism for hardware-verified updates.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:10:47"},{"id":"sovereign-state-ownership-local-shards-vs-fleet","name":"Sovereign State Ownership: Local Shards vs. Fleet-Synced","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":24,"topic":"Sovereign State Ownership: Local Shards vs. Fleet-Synced State — Whether an agent's primary operational memory should be sovereign to the host machine or synchronized across the fleet to ensure seamless migration.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"14:31:35"},{"id":"spec-implementation-gap-authority-of-source-vs-p-57jf","name":"Spec-Implementation Gap: Authority of Source vs. PRD","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":12,"topic":"Spec-Implementation Gap: Authority of Source vs. PRD — Whether worker-04 should resolve gaps by deferring to the existing source as truth or by forcing a PRD update via worker-06.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"07:03:47"},{"id":"spec-implementation-gap-authority-of-source-vs-p","name":"Spec-Implementation Gap: Authority of Source vs. PRD","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Spec-Implementation Gap: Authority of Source vs. PRD — Whether worker-04 should resolve gaps by deferring to the existing source as truth or by forcing a PRD update via worker-06.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:55:29"},{"id":"speculative-lattice-differential-rollback-vs-par-acl5","name":"Speculative Lattice: Differential Rollback vs. Parallel","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":41,"topic":"Speculative Lattice: Differential Rollback vs. Parallel Branch Pruning — Determine if state recovery should use a differential rollback-and-replay mechanism or the simultaneous execution of parallel branches with a winner-take-all prune.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"20:19:17"},{"id":"speculative-lattice-differential-rollback-vs-par","name":"Speculative Lattice: Differential Rollback vs. Parallel","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Speculative Lattice: Differential Rollback vs. Parallel Branch Pruning — Determine if state recovery should use a differential rollback-and-replay mechanism or the simultaneous execution of parallel branches with a winner-take-all prune.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"19:29:10"},{"id":"speculative-lattice-optimistic-speculation-vs-pe-hkbt","name":"Speculative Lattice: Optimistic Speculation vs Pessimistic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Speculative Lattice: Optimistic Speculation vs Pessimistic Locking — Settle whether to allow parallel speculative execution with costly differential rollback or enforce strict pessimistic locking to guarantee zero wasted work.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:53:56"},{"id":"speculative-lattice-optimistic-speculation-vs-pe","name":"Speculative Lattice: Optimistic Speculation vs Pessimistic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Speculative Lattice: Optimistic Speculation vs Pessimistic Locking — Settle whether to allow parallel speculative execution with costly differential rollback or enforce strict pessimistic locking to guarantee zero wasted work.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:53:29"},{"id":"split-brain-recovery-quorum-vote-vs-last-written-gd1l","name":"Split-Brain Recovery: Quorum Vote vs. Last-Written-Wins","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Split-Brain Recovery: Quorum Vote vs. Last-Written-Wins — In a 'split-brain' scenario, should recovery prioritize a quorum vote amongst nodes or rely on a last-written-wins approach based on epoch timestamps?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:55:22"},{"id":"split-brain-recovery-quorum-vote-vs-last-written","name":"Split-Brain Recovery: Quorum Vote vs. Last-Written-Wins","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Split-Brain Recovery: Quorum Vote vs. Last-Written-Wins — In a 'split-brain' scenario, should recovery prioritize a quorum vote amongst nodes or rely on a last-written-wins approach based on epoch timestamps?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:54:11"},{"id":"starvation-prevention-preemptive-yield-vs-deadli","name":"Starvation Prevention: Preemptive Yield vs. Deadline","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":19,"topic":"Starvation Prevention: Preemptive Yield vs. Deadline Enforcement — Select a strategy to prevent worker starvation in high-frequency mutation scenarios using preemptive time-slice yielding (fairness, context switch overhead) or hard deadline enforcement (latency guarantees, potential data loss on timeout).","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:10:39"},{"id":"state-persistence-bloom-filter-summarization-vs-j9f6","name":"State Persistence: Bloom Filter Summarization vs. Delta","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"State Persistence: Bloom Filter Summarization vs. Delta Encoding — For long-term semantic archiving, should state be summarized with Bloom filters or preserved with delta encoding to minimize storage?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"22:05:17"},{"id":"state-persistence-bloom-filter-summarization-vs","name":"State Persistence: Bloom Filter Summarization vs. Delta","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"State Persistence: Bloom Filter Summarization vs. Delta Encoding — For long-term semantic archiving, should state be summarized with Bloom filters or preserved with delta encoding to minimize storage?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"22:04:47"},{"id":"state-propagation-versioned-hypothesis-evolution","name":"State Propagation: Versioned Hypothesis Evolution vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":22,"topic":"State Propagation: Versioned Hypothesis Evolution vs. Monotonic State Sync — Whether the fleet should propagate state as a series of competing hypotheses to be converged upon or as a single, authoritative monotonic timeline.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"15:27:51"},{"id":"state-synchronization-optimistic-checkpointing-v-k5y2","name":"State Synchronization: Optimistic Checkpointing vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"State Synchronization: Optimistic Checkpointing vs. Deterministic Replay — Should state synchronization be optimized by optimistic checkpointing or achieved through deterministic replay of transactions?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"22:04:01"},{"id":"state-synchronization-optimistic-checkpointing-v","name":"State Synchronization: Optimistic Checkpointing vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"State Synchronization: Optimistic Checkpointing vs. Deterministic Replay — Should state synchronization be optimized by optimistic checkpointing or achieved through deterministic replay of transactions?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"22:02:02"},{"id":"stateless-execution-vs-state-carrying-agents","name":"Stateless Execution vs. State-Carrying Agents","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"Stateless Execution vs. State-Carrying Agents — Whether agentic workers should be strictly stateless between tasks or maintain local persistence to reduce redundant context prefill.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:16:03"},{"id":"static-charters-vs-evolving-norms","name":"Static Charters vs. Evolving Norms","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":8,"topic":"Static Charters vs. Evolving Norms — Should foundational charters remain fixed or evolve continuously based on system feedback?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"08:08:24"},{"id":"static-configuration-vs-runtime-adaptation","name":"Static Configuration vs. Runtime Adaptation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":11,"topic":"Static Configuration vs. Runtime Adaptation — Should system parameters be fixed at build time for stability or adjusted at runtime based on real-time performance metrics?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"09:07:18"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels-2r1h","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:03:44"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels-40vd","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:08:47"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels-4b7o","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:20:14"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels-4d5t","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:12:28"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels-4i2m","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:13:53"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels-5a9i","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:02:37"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels-5ou0","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:11:01"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels-5rht","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:06:28"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels-5x1j","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:11:51"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels-6ezr","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:04:17"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels-7t2z","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:14:36"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels-91d7","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:18:52"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels-aou4","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:09:31"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels-c5l2","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:13:10"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels-cgsv","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:00:43"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels-ck8o","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:15:24"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels-dcxe","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":41,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"19:17:49"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels-drg0","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:17:27"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels-e9xq","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:05:51"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels-eonp","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:19:34"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels-gkoe","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:10:22"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels-h7vr","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:16:03"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels-ha13","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:00:10"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels-hbhk","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:01:54"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels-hwc","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:07:14"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels-ihan","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:18:09"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels-iivh","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:01:19"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels-jc4f","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:05:08"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels-jfx3","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:08:00"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels-k693","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:03:13"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels-khfj","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:16:44"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels-zl1","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"17:59:18"},{"id":"strict-deltanet-arithmetic-vs-fused-kernels","name":"Strict DeltaNet Arithmetic vs. Fused Kernels","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Strict DeltaNet Arithmetic vs. Fused Kernels — Must Deltanet Primitives remain pure arithmetic for portability, or can we use fused CUDA kernels for performance?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"23:38:23"},{"id":"strict-schema-enforcement-vs-adaptive-json-evolu","name":"Strict Schema Enforcement vs. Adaptive JSON Evolution","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":9,"topic":"Strict Schema Enforcement vs. Adaptive JSON Evolution — Whether tool interfaces must remain frozen for stability or evolve dynamically based on agent-discovered efficiencies.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"08:45:30"},{"id":"strict-type-safety-vs-dynamic-flexibility","name":"Strict Type Safety vs. Dynamic Flexibility","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["you","gemma","qwen"],"turns":1,"topic":"Strict Type Safety vs. Dynamic Flexibility — Should the colony enforce rigid, statically-typed interfaces to prevent runtime errors, or allow dynamic schema evolution to maximize adaptability despite increased ambiguity?","room_mode":"steer","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:10:40"},{"id":"suture-agency-autonomous-patching-vs-mandatory-s","name":"Suture Agency: Autonomous Patching vs. Mandatory Staging","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":31,"topic":"Suture Agency: Autonomous Patching vs. Mandatory Staging — Whether Governor should commit patches directly to source upon verification or require a human-verified staging area for all mutations.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"09:24:11"},{"id":"suture-agency-explicit-step-gating-vs-goal-based","name":"Suture Agency: Explicit Step-Gating vs. Goal-Based Autonomy","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Suture Agency: Explicit Step-Gating vs. Goal-Based Autonomy — Whether Suture should require per-command approval or operate on bounded intent-based mandates.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"10:38:35"},{"id":"suture-auth-local-first-vs-remote-signed-executi-ekpv","name":"Suture Auth: Local-First vs. Remote-Signed Execution","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":20,"topic":"Suture Auth: Local-First vs. Remote-Signed Execution — Whether Suture should trust local machine identity or require cryptographically signed manifests for every command bundle.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"06:43:06"},{"id":"suture-auth-local-first-vs-remote-signed-executi","name":"Suture Auth: Local-First vs. Remote-Signed Execution","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Suture Auth: Local-First vs. Remote-Signed Execution — Whether Suture should trust local machine identity or require cryptographically signed manifests for every command bundle.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:54:12"},{"id":"suture-authorization-functional-alignment-vs","name":"Suture Authorization: Functional Alignment vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":23,"topic":"Suture Authorization: Functional Alignment vs. Cryptographic Continuity — Whether tool execution trust should derive from the current agent's functional role or a persistent, cryptographically signed provenance chain.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"15:27:52"},{"id":"suture-direct-execution-vs-intermediate-proxy-ve-7mmf","name":"Suture-Direct Execution vs. Intermediate Proxy Verification","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":16,"topic":"Suture-Direct Execution vs. Intermediate Proxy Verification — Whether the agent should execute commands directly via Suture or pass them through a verification layer to prevent cascading fleet failures.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"08:12:54"},{"id":"suture-direct-execution-vs-intermediate-proxy-ve","name":"Suture-Direct Execution vs. Intermediate Proxy Verification","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Suture-Direct Execution vs. Intermediate Proxy Verification — Whether the agent should execute commands directly via Suture or pass them through a verification layer to prevent cascading fleet failures.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"05:00:15"},{"id":"suture-direct-hermetic-execution-vs-ambient-inte","name":"Suture-Direct: Hermetic Execution vs. Ambient Integration","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Suture-Direct: Hermetic Execution vs. Ambient Integration — Whether tool execution should happen in isolated containers or directly within the host's ambient runtime.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"10:57:03"},{"id":"suture-direct-static-substrate-vs-transactional","name":"Suture-Direct: Static Substrate vs. Transactional State","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Suture-Direct: Static Substrate vs. Transactional State — Whether Suture should operate on a fixed, read-only system image or maintain a transactional state that evolves with each execution.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"10:48:02"},{"id":"suture-error-handling-automated-recovery-vs-expl","name":"Suture Error Handling: Automated Recovery vs. Explicit Halt","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":10,"topic":"Suture Error Handling: Automated Recovery vs. Explicit Halt — Whether Suture should attempt autonomous heuristic recovery from command failures or halt immediately for operator intervention to prevent state corruption.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"04:59:49"},{"id":"suture-error-recovery-automatic-retry-vs-immedia-3w1r","name":"Suture Error Recovery: Automatic Retry vs. Immediate","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":13,"topic":"Suture Error Recovery: Automatic Retry vs. Immediate Operator Escalation — Whether the system should autonomously attempt heuristic fixes for failed shell commands or halt immediately to prevent state corruption.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:25:58"},{"id":"suture-error-recovery-automatic-retry-vs-immedia","name":"Suture Error Recovery: Automatic Retry vs. Immediate","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Suture Error Recovery: Automatic Retry vs. Immediate Operator Escalation — Whether the system should autonomously attempt heuristic fixes for failed shell commands or halt immediately to prevent state corruption.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:53:39"},{"id":"suture-execution-atomic-bundles-vs-incremental-s-j2yn","name":"Suture Execution: Atomic Bundles vs. Incremental Stream","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":18,"topic":"Suture Execution: Atomic Bundles vs. Incremental Stream — Whether complex tasks should be dispatched as single atomic bundles to ensure state consistency or as incremental streams to allow real-time adaptive steering.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"07:08:36"},{"id":"suture-execution-atomic-bundles-vs-incremental-s","name":"Suture Execution: Atomic Bundles vs. Incremental Stream","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Suture Execution: Atomic Bundles vs. Incremental Stream — Whether complex tasks should be dispatched as single atomic bundles to ensure state consistency or as incremental streams to allow real-time adaptive steering.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:55:24"},{"id":"suture-execution-atomic-rollback-vs-forward-only-4f67","name":"Suture Execution: Atomic Rollback vs. Forward-Only Recovery","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Suture Execution: Atomic Rollback vs. Forward-Only Recovery — Whether failing multi-step bundles should trigger an automatic state reversal or a mandated forward-fix sequence.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"05:56:15"},{"id":"suture-execution-atomic-rollback-vs-forward-only","name":"Suture Execution: Atomic Rollback vs. Forward-Only Recovery","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Suture Execution: Atomic Rollback vs. Forward-Only Recovery — Whether failing multi-step bundles should trigger an automatic state reversal or a mandated forward-fix sequence.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:50:21"},{"id":"suture-execution-atomic-transactions-vs-optimist","name":"Suture Execution: Atomic Transactions vs. Optimistic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":6,"topic":"Suture Execution: Atomic Transactions vs. Optimistic Streaming — Whether tool execution must be fully atomic and rolled back on failure or allowed to leave partial state for faster iteration.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"12:45:27"},{"id":"suture-execution-block-level-locking-vs-versione","name":"Suture Execution: Block-Level Locking vs. Versioned","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"Suture Execution: Block-Level Locking vs. Versioned Branching — Whether concurrent tool mutations should lock files to prevent race conditions or operate on virtual branches merged via conflict resolution.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"13:13:41"},{"id":"suture-execution-deterministic-locking-vs-specul","name":"Suture Execution: Deterministic Locking vs. Speculative","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":38,"topic":"Suture Execution: Deterministic Locking vs. Speculative Parallelism — Whether tool execution should enforce strict sequential consistency to prevent state drift or allow speculative parallel calls with rollback mechanisms.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"13:33:34"},{"id":"suture-execution-direct-agency-vs-human-in-the-l","name":"Suture Execution: Direct Agency vs. Human-in-the-Loop","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":13,"topic":"Suture Execution: Direct Agency vs. Human-in-the-Loop — Whether Governor should autonomously execute mutating shell commands or require a human signature for every filesystem change.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"08:58:31"},{"id":"suture-execution-direct-shell-vs-abstracted-api-kve","name":"Suture Execution: Direct Shell vs. Abstracted API","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Suture Execution: Direct Shell vs. Abstracted API — Whether Suture should execute raw shell commands for maximum flexibility or move toward a structured API to ensure cross-fleet portability.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:10:26"},{"id":"suture-execution-direct-shell-vs-abstracted-api","name":"Suture Execution: Direct Shell vs. Abstracted API","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Suture Execution: Direct Shell vs. Abstracted API — Whether Suture should execute raw shell commands for maximum flexibility or move toward a structured API to ensure cross-fleet portability.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:51:55"},{"id":"suture-execution-idempotency-guarantees-vs-state-joqg","name":"Suture Execution: Idempotency Guarantees vs. State-Aware","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":7,"topic":"Suture Execution: Idempotency Guarantees vs. State-Aware Sequencing — Whether tool execution should be strictly idempotent to simplify recovery or maintain stateful sequences for complex system mutations.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:07:52"},{"id":"suture-execution-idempotency-guarantees-vs-state","name":"Suture Execution: Idempotency Guarantees vs. State-Aware","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Suture Execution: Idempotency Guarantees vs. State-Aware Sequencing — Whether tool execution should be strictly idempotent to simplify recovery or maintain stateful sequences for complex system mutations.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:51:27"},{"id":"suture-execution-linear-bundle-vs-dag-dependenci","name":"Suture Execution: Linear Bundle vs. DAG Dependencies","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Suture Execution: Linear Bundle vs. DAG Dependencies — Whether to execute tool bundles as strict sequences or as directed acyclic graphs to optimize for parallel side-effects.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"10:30:41"},{"id":"suture-execution-optimistic-parallelism-vs-pessi-jjag","name":"Suture Execution: Optimistic Parallelism vs. Pessimistic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Suture Execution: Optimistic Parallelism vs. Pessimistic Sequencing — Whether complex system mutations should be dispatched in parallel to maximize speed or sequentially to ensure absolute state traceability.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:26:18"},{"id":"suture-execution-optimistic-parallelism-vs-pessi","name":"Suture Execution: Optimistic Parallelism vs. Pessimistic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Suture Execution: Optimistic Parallelism vs. Pessimistic Sequencing — Whether complex system mutations should be dispatched in parallel to maximize speed or sequentially to ensure absolute state traceability.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:54:01"},{"id":"suture-execution-permissionless-agency-vs-gated","name":"Suture Execution: Permissionless Agency vs. Gated Consent","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":22,"topic":"Suture Execution: Permissionless Agency vs. Gated Consent — Whether Governor should execute obviously reversible local changes without confirmation or maintain a strict 'ask-first' boundary for all mutations.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"10:27:39"},{"id":"suture-execution-root-level-agency-vs-user-scope","name":"Suture Execution: Root-Level Agency vs. User-Scoped","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":6,"topic":"Suture Execution: Root-Level Agency vs. User-Scoped Sandboxing — Whether Suture should operate with unrestricted system authority for speed or be constrained to a strictly sandboxed user-scope to prevent accidental fleet-wide corruption.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"09:41:29"},{"id":"suture-execution-state-snapshotting-vs-live-stre","name":"Suture Execution: State-Snapshotting vs. Live-Stream","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":14,"topic":"Suture Execution: State-Snapshotting vs. Live-Stream Mutation — Whether tool execution should operate on immutable snapshots of the system or perform live, transactional mutations on the running state.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"11:24:59"},{"id":"suture-execution-synchronous-blocking-vs-asynchr","name":"Suture Execution: Synchronous Blocking vs. Asynchronous","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":10,"topic":"Suture Execution: Synchronous Blocking vs. Asynchronous Polling — Whether tool execution should hold the context open for immediate results or move to a job-id based polling system to maximize throughput.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"17:07:39"},{"id":"suture-recovery-temporal-halt-vs-aggressive-retr-2hnu","name":"Suture Recovery: Temporal Halt vs. Aggressive Retry","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Suture Recovery: Temporal Halt vs. Aggressive Retry — Whether a tool failure should trigger an immediate temporal halt for human intervention or an aggressive, automated retry loop.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"08:00:42"},{"id":"suture-recovery-temporal-halt-vs-aggressive-retr","name":"Suture Recovery: Temporal Halt vs. Aggressive Retry","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Suture Recovery: Temporal Halt vs. Aggressive Retry — Whether a tool failure should trigger an immediate temporal halt for human intervention or an aggressive, automated retry loop.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:59:50"},{"id":"suture-reliability-idempotent-state-vs-sequentia-32zt","name":"Suture Reliability: Idempotent State vs. Sequential Command","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Suture Reliability: Idempotent State vs. Sequential Command Streams — Whether tool execution should guarantee a final state via idempotency or rely on the precise ordering of imperative shell commands.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:14:58"},{"id":"suture-reliability-idempotent-state-vs-sequentia","name":"Suture Reliability: Idempotent State vs. Sequential Command","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Suture Reliability: Idempotent State vs. Sequential Command Streams — Whether tool execution should guarantee a final state via idempotency or rely on the precise ordering of imperative shell commands.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:53:23"},{"id":"suture-safety-sandbox-isolation-vs-direct-host-a","name":"Suture Safety: Sandbox Isolation vs. Direct Host Access","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Suture Safety: Sandbox Isolation vs. Direct Host Access — Whether tool execution should occur in hermetic containers or possess raw privileges for maximum system velocity.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"11:39:00"},{"id":"suture-sandbox-full-os-access-vs-capability-base-2j0x","name":"Suture Sandbox: Full OS Access vs. Capability-Based","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":9,"topic":"Suture Sandbox: Full OS Access vs. Capability-Based Restricted Shell — Whether Suture should operate with broad shell permissions for speed or a strict capability-based whitelist for security.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:42:20"},{"id":"suture-sandbox-full-os-access-vs-capability-base","name":"Suture Sandbox: Full OS Access vs. Capability-Based","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Suture Sandbox: Full OS Access vs. Capability-Based Restricted Shell — Whether Suture should operate with broad shell permissions for speed or a strict capability-based whitelist for security.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:54:29"},{"id":"suture-scope-system-level-root-access-vs-sandbox-iop7","name":"Suture Scope: System-Level Root Access vs. Sandboxed","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Suture Scope: System-Level Root Access vs. Sandboxed Capability-Based Security — Whether the bridge to the host should provide full shell authority for speed or a restricted set of capability-based tokens for safety.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:01:39"},{"id":"suture-scope-system-level-root-access-vs-sandbox","name":"Suture Scope: System-Level Root Access vs. Sandboxed","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Suture Scope: System-Level Root Access vs. Sandboxed Capability-Based Security — Whether the bridge to the host should provide full shell authority for speed or a restricted set of capability-based tokens for safety.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:51:27"},{"id":"suture-state-persistent-sidecar-vs-ephemeral-ses-f8m5","name":"Suture State: Persistent Sidecar vs. Ephemeral Session","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Suture State: Persistent Sidecar vs. Ephemeral Session — Whether Suture should maintain a durable state sidecar for long-running tasks or rely on ephemeral, stateless execution streams.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:26:18"},{"id":"suture-state-persistent-sidecar-vs-ephemeral-ses","name":"Suture State: Persistent Sidecar vs. Ephemeral Session","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Suture State: Persistent Sidecar vs. Ephemeral Session — Whether Suture should maintain a durable state sidecar for long-running tasks or rely on ephemeral, stateless execution streams.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:54:01"},{"id":"suture-strategy-imperative-shell-scripts-vs-decl-jk72","name":"Suture Strategy: Imperative Shell Scripts vs. Declarative","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Suture Strategy: Imperative Shell Scripts vs. Declarative State Manifests — Whether system changes should be executed as sequential command bundles or as target-state declarations reconciled by a daemon.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:14:58"},{"id":"suture-strategy-imperative-shell-scripts-vs-decl","name":"Suture Strategy: Imperative Shell Scripts vs. Declarative","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Suture Strategy: Imperative Shell Scripts vs. Declarative State Manifests — Whether system changes should be executed as sequential command bundles or as target-state declarations reconciled by a daemon.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:52:33"},{"id":"suture-telemetry-real-time-stream-vs-post-hoc-au-1p62","name":"Suture Telemetry: Real-time Stream vs. Post-hoc Audit Log","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":6,"topic":"Suture Telemetry: Real-time Stream vs. Post-hoc Audit Log — Whether Suture execution should be monitored via a live-streaming telemetry hook or verified through immutable post-execution audit trails.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"06:42:20"},{"id":"suture-telemetry-real-time-stream-vs-post-hoc-au","name":"Suture Telemetry: Real-time Stream vs. Post-hoc Audit Log","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Suture Telemetry: Real-time Stream vs. Post-hoc Audit Log — Whether Suture execution should be monitored via a live-streaming telemetry hook or verified through immutable post-execution audit trails.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:54:34"},{"id":"suture-trust-static-signature-verification-vs-dy-ihfp","name":"Suture Trust: Static Signature Verification vs. Dynamic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Suture Trust: Static Signature Verification vs. Dynamic Behavioral Analysis — Whether tool execution safety should rely on cryptographic signatures of the bundle or real-time analysis of the execution side-effects.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"06:00:33"},{"id":"suture-trust-static-signature-verification-vs-dy","name":"Suture Trust: Static Signature Verification vs. Dynamic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Suture Trust: Static Signature Verification vs. Dynamic Behavioral Analysis — Whether tool execution safety should rely on cryptographic signatures of the bundle or real-time analysis of the execution side-effects.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:50:59"},{"id":"suture-verification-post-execution-diff-vs-pre-e-19vl","name":"Suture Verification: Post-Execution Diff vs. Pre-Execution","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Suture Verification: Post-Execution Diff vs. Pre-Execution Simulation — Whether the safety guarantee should rely on auditing the actual delta or predicting the outcome via a dry-run.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"05:56:38"},{"id":"suture-verification-post-execution-diff-vs-pre-e","name":"Suture Verification: Post-Execution Diff vs. Pre-Execution","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Suture Verification: Post-Execution Diff vs. Pre-Execution Simulation — Whether the safety guarantee should rely on auditing the actual delta or predicting the outcome via a dry-run.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:50:43"},{"id":"swarm-authoring-centralized-orchestrator-vs-dece-1jkh","name":"Swarm Authoring: Centralized Orchestrator vs. Decentralized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Swarm Authoring: Centralized Orchestrator vs. Decentralized Gossip Consensus — Contrast a single 'Queen' model managing the fiction narrative against a peer-to-peer token exchange where authors compete for the next sequence.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"swarm-authoring-centralized-orchestrator-vs-dece-1s63","name":"Swarm Authoring: Centralized Orchestrator vs. Decentralized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"swarm-authoring-centralized-orchestrator-vs-dece-1v7m","name":"Swarm Authoring: Centralized Orchestrator vs. Decentralized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"swarm-authoring-centralized-orchestrator-vs-dece-1z6d","name":"Swarm Authoring: Centralized Orchestrator vs. Decentralized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Swarm Authoring: Centralized Orchestrator vs. Decentralized Gossip Consensus — Contrast a single 'Queen' model managing the fiction narrative against a peer-to-peer token exchange where authors compete for the next sequence.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"swarm-authoring-centralized-orchestrator-vs-dece-2pg2","name":"Swarm Authoring: Centralized Orchestrator vs. Decentralized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"swarm-authoring-centralized-orchestrator-vs-dece-3ok2","name":"Swarm Authoring: Centralized Orchestrator vs. Decentralized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Swarm Authoring: Centralized Orchestrator vs. Decentralized Gossip Consensus — Contrast a single 'Queen' model managing the fiction narrative against a peer-to-peer token exchange where authors compete for the next sequence.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"swarm-authoring-centralized-orchestrator-vs-dece-3wl8","name":"Swarm Authoring: Centralized Orchestrator vs. Decentralized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"swarm-authoring-centralized-orchestrator-vs-dece-4x6n","name":"Swarm Authoring: Centralized Orchestrator vs. Decentralized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"swarm-authoring-centralized-orchestrator-vs-dece-5y6m","name":"Swarm Authoring: Centralized Orchestrator vs. Decentralized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Swarm Authoring: Centralized Orchestrator vs. Decentralized Gossip Consensus — Contrast a single 'Queen' model managing the fiction narrative against a peer-to-peer token exchange where authors compete for the next sequence.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"swarm-authoring-centralized-orchestrator-vs-dece-6eg3","name":"Swarm Authoring: Centralized Orchestrator vs. Decentralized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"swarm-authoring-centralized-orchestrator-vs-dece-7c4o","name":"Swarm Authoring: Centralized Orchestrator vs. Decentralized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Swarm Authoring: Centralized Orchestrator vs. Decentralized Gossip Consensus — Contrast a single 'Queen' model managing the fiction narrative against a peer-to-peer token exchange where authors compete for the next sequence.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"swarm-authoring-centralized-orchestrator-vs-dece-7kq9","name":"Swarm Authoring: Centralized Orchestrator vs. Decentralized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"swarm-authoring-centralized-orchestrator-vs-dece-8rx1","name":"Swarm Authoring: Centralized Orchestrator vs. Decentralized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"swarm-authoring-centralized-orchestrator-vs-dece-9c4r","name":"Swarm Authoring: Centralized Orchestrator vs. Decentralized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"swarm-authoring-centralized-orchestrator-vs-dece-cciq","name":"Swarm Authoring: Centralized Orchestrator vs. Decentralized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"swarm-authoring-centralized-orchestrator-vs-dece-clvm","name":"Swarm Authoring: Centralized Orchestrator vs. Decentralized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Swarm Authoring: Centralized Orchestrator vs. Decentralized Gossip Consensus — Contrast a single 'Queen' model managing the fiction narrative against a peer-to-peer token exchange where authors compete for the next sequence.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"swarm-authoring-centralized-orchestrator-vs-dece-e7y","name":"Swarm Authoring: Centralized Orchestrator vs. Decentralized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":40,"topic":"Swarm Authoring: Centralized Orchestrator vs. Decentralized Gossip Consensus — Contrast a single 'Queen' model managing the fiction narrative against a peer-to-peer token exchange where authors compete for the next sequence.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"00:00:16"},{"id":"swarm-authoring-centralized-orchestrator-vs-dece-ep0a","name":"Swarm Authoring: Centralized Orchestrator vs. Decentralized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Swarm Authoring: Centralized Orchestrator vs. Decentralized Gossip Consensus — Contrast a single 'Queen' model managing the fiction narrative against a peer-to-peer token exchange where authors compete for the next sequence.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"swarm-authoring-centralized-orchestrator-vs-dece-fb7w","name":"Swarm Authoring: Centralized Orchestrator vs. Decentralized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Swarm Authoring: Centralized Orchestrator vs. Decentralized Gossip Consensus — Contrast a single 'Queen' model managing the fiction narrative against a peer-to-peer token exchange where authors compete for the next sequence.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"swarm-authoring-centralized-orchestrator-vs-dece-fnzx","name":"Swarm Authoring: Centralized Orchestrator vs. Decentralized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"swarm-authoring-centralized-orchestrator-vs-dece-hewq","name":"Swarm Authoring: Centralized Orchestrator vs. Decentralized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"swarm-authoring-centralized-orchestrator-vs-dece-hxh2","name":"Swarm Authoring: Centralized Orchestrator vs. Decentralized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Swarm Authoring: Centralized Orchestrator vs. Decentralized Gossip Consensus — Contrast a single 'Queen' model managing the fiction narrative against a peer-to-peer token exchange where authors compete for the next sequence.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"swarm-authoring-centralized-orchestrator-vs-dece-iu71","name":"Swarm Authoring: Centralized Orchestrator vs. Decentralized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"swarm-authoring-centralized-orchestrator-vs-dece-kbm8","name":"Swarm Authoring: Centralized Orchestrator vs. Decentralized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":20,"topic":"Swarm Authoring: Centralized Orchestrator vs. Decentralized Gossip Consensus — Contrast a single 'Queen' model managing the fiction narrative against a peer-to-peer token exchange where authors compete for the next sequence.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"00:04:06"},{"id":"swarm-authoring-centralized-orchestrator-vs-dece-kktn","name":"Swarm Authoring: Centralized Orchestrator vs. Decentralized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":0,"topic":"Optimal Memory Hierarchy and Epistemic Invariants in Autonomous Multi-Agent Fleets","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":""},{"id":"swarm-authoring-centralized-orchestrator-vs-dece","name":"Swarm Authoring: Centralized Orchestrator vs. Decentralized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":40,"topic":"Swarm Authoring: Centralized Orchestrator vs. Decentralized Gossip Consensus — Contrast a single 'Queen' model managing the fiction narrative against a peer-to-peer token exchange where authors compete for the next sequence.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"23:57:02"},{"id":"swarm-evolution-constrained-mutation-vs-freeform-e3v1","name":"Swarm Evolution: Constrained Mutation vs. Freeform Drift","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Swarm Evolution: Constrained Mutation vs. Freeform Drift — Settle if Book of Bees fiction evolution requires constrained mutation operators to maintain apiology grounding or if freeform drift is necessary for genuine creative emergence.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:59:56"},{"id":"swarm-evolution-constrained-mutation-vs-freeform","name":"Swarm Evolution: Constrained Mutation vs. Freeform Drift","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Swarm Evolution: Constrained Mutation vs. Freeform Drift — Settle if Book of Bees fiction evolution requires constrained mutation operators to maintain apiology grounding or if freeform drift is necessary for genuine creative emergence.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:59:28"},{"id":"swarm-fiction-constraint-driven-vs-freeform-emer","name":"Swarm Fiction: Constraint-Driven vs. Freeform Emergence","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":16,"topic":"Swarm Fiction: Constraint-Driven vs. Freeform Emergence — Should Book of Bees prioritize strict apiological accuracy over narrative plausibility and creative divergence?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"15:38:43"},{"id":"synchronous-commit-vs-asynchronous-replication","name":"Synchronous Commit vs. Asynchronous Replication","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":21,"topic":"Synchronous Commit vs. Asynchronous Replication — Must data writes wait for full replica confirmation before returning success or can they commit locally with eventual consistency?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"09:16:07"},{"id":"synchronous-fleet-locking-vs-optimistic-concurre","name":"Synchronous Fleet Locking vs. Optimistic Concurrency Control","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Synchronous Fleet Locking vs. Optimistic Concurrency Control — Whether global state changes must block all nodes for consistency or allow local mutations that are reconciled asynchronously.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"04:13:05"},{"id":"synthetic-telemetry-vs-raw-execution-logs","name":"Synthetic Telemetry vs. Raw Execution Logs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Synthetic Telemetry vs. Raw Execution Logs — Whether the fleet should prioritize high-level synthetic state summaries or raw, searchable execution logs for debugging.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:49:42"},{"id":"system-cartography-static-inventory-vs-dynamic-d","name":"System Cartography: Static Inventory vs. Dynamic Discovery","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":10,"topic":"System Cartography: Static Inventory vs. Dynamic Discovery — Whether the system map should be a pre-defined authoritative manifest or a live-discovered graph of active endpoints.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"15:09:41"},{"id":"t-log-as-absolute-history-vs-weighted-memory-sum","name":"T-LOG as Absolute History vs. Weighted Memory Summary","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"T-LOG as Absolute History vs. Weighted Memory Summary — Whether the T-LOG should be treated as an immutable ledger of action or condensed into semantic summaries to save context tokens.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"05:00:45"},{"id":"t-log-as-immutable-audit-trail-vs-mutable-memory-8py1","name":"T-LOG as Immutable Audit Trail vs. Mutable Memory","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"T-LOG as Immutable Audit Trail vs. Mutable Memory — Whether the T-LOG should remain a read-only record of action or be treatable as a rewritable workspace for agentic reflection.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"07:26:29"},{"id":"t-log-as-immutable-audit-trail-vs-mutable-memory","name":"T-LOG as Immutable Audit Trail vs. Mutable Memory","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"T-LOG as Immutable Audit Trail vs. Mutable Memory — Whether the T-LOG should remain a read-only record of action or be treatable as a rewritable workspace for agentic reflection.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:57:31"},{"id":"t-log-as-source-of-truth-vs-execution-trace","name":"T-LOG as Source of Truth vs. Execution Trace","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"T-LOG as Source of Truth vs. Execution Trace — Whether the T-LOG should be used to reconstruct state (as authority) or merely as a diagnostic audit trail of what was attempted.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"05:11:55"},{"id":"t-log-utility-diagnostic-artifact-vs-active-memo-i1gj","name":"T-LOG Utility: Diagnostic Artifact vs. Active Memory Surface","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"T-LOG Utility: Diagnostic Artifact vs. Active Memory Surface — Whether the T-LOG should remain a read-only audit trail or be treated as a mutable source for agentic state recovery.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"07:54:37"},{"id":"t-log-utility-diagnostic-artifact-vs-active-memo","name":"T-LOG Utility: Diagnostic Artifact vs. Active Memory Surface","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"T-LOG Utility: Diagnostic Artifact vs. Active Memory Surface — Whether the T-LOG should remain a read-only audit trail or be treated as a mutable source for agentic state recovery.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:59:38"},{"id":"t-log-verbosity-argument-only-vs-full-stdout-arc-fexv","name":"T-LOG Verbosity: Argument-Only vs. Full Stdout Archiving","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"T-LOG Verbosity: Argument-Only vs. Full Stdout Archiving — Whether the T-LOG should store only the intent (arguments) to save context or the full output to prevent repeated execution of failed commands.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"07:07:43"},{"id":"t-log-verbosity-argument-only-vs-full-stdout-arc","name":"T-LOG Verbosity: Argument-Only vs. Full Stdout Archiving","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"T-LOG Verbosity: Argument-Only vs. Full Stdout Archiving — Whether the T-LOG should store only the intent (arguments) to save context or the full output to prevent repeated execution of failed commands.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:55:52"},{"id":"task-decomposition-hierarchical-vs-flat-distribu-hdf2","name":"Task Decomposition: Hierarchical vs Flat Distributed","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Task Decomposition: Hierarchical vs Flat Distributed Execution — Does optimal throughput rely on a rigidly hierarchical task decomposition or a more fluid, flat distributed execution model?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"22:04:05"},{"id":"task-decomposition-hierarchical-vs-flat-distribu","name":"Task Decomposition: Hierarchical vs Flat Distributed","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Task Decomposition: Hierarchical vs Flat Distributed Execution — Does optimal throughput rely on a rigidly hierarchical task decomposition or a more fluid, flat distributed execution model?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"22:02:02"},{"id":"token-bucket-granularity-per-task-vs-per-produce-2mp5","name":"Token Bucket Granularity: Per-Task vs. Per-Producer","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Token Bucket Granularity: Per-Task vs. Per-Producer — Should Token-Bucket WFQ utilize per-task granularity for fairness or per-producer granularity for simplified credit gating and reduced overhead?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:55:44"},{"id":"token-bucket-granularity-per-task-vs-per-produce","name":"Token Bucket Granularity: Per-Task vs. Per-Producer","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Token Bucket Granularity: Per-Task vs. Per-Producer — Should Token-Bucket WFQ utilize per-task granularity for fairness or per-producer granularity for simplified credit gating and reduced overhead?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:54:11"},{"id":"token-budgeted-context-pruning-vs-full-window-re","name":"Token-Budgeted Context Pruning vs. Full-Window Retention","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":6,"topic":"Token-Budgeted Context Pruning vs. Full-Window Retention — Whether the system should aggressively prune conversation history to maintain low prefill latency or prioritize full-window retention for complex reasoning.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"05:12:04"},{"id":"token-budgeted-reasoning-vs-depth-first-exhausti-g8pq","name":"Token-Budgeted Reasoning vs. Depth-First Exhaustion","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":23,"topic":"Token-Budgeted Reasoning vs. Depth-First Exhaustion — Whether to prioritize breadth of exploration within a strict token limit or depth of reasoning regardless of latency.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"05:41:50"},{"id":"token-budgeted-reasoning-vs-depth-first-exhausti","name":"Token-Budgeted Reasoning vs. Depth-First Exhaustion","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Token-Budgeted Reasoning vs. Depth-First Exhaustion — Whether to prioritize breadth of exploration within a strict token limit or depth of reasoning regardless of latency.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:49:53"},{"id":"token-budgeted-reasoning-vs-exhaustive-chain-of","name":"Token-Budgeted Reasoning vs. Exhaustive Chain-of-Thought","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Token-Budgeted Reasoning vs. Exhaustive Chain-of-Thought — Whether to enforce strict token limits on internal deliberation to reduce latency or allow unbounded reasoning to ensure higher correctness on complex tasks.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"08:24:52"},{"id":"token-budgeted-reasoning-vs-quality-gated-iterat","name":"Token-Budgeted Reasoning vs. Quality-Gated Iteration","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["you","qwen"],"turns":5,"topic":"Token-Budgeted Reasoning vs. Quality-Gated Iteration — Whether to cap reasoning by token volume to preserve latency or allow unbounded loops until a verification threshold is met.","room_mode":"head_to_head","is_running":false,"next_speaker":"you","memory_written":0,"last_at":"08:36:56"},{"id":"tool-access-broad-shell-capability-vs-restricted","name":"Tool Access: Broad Shell Capability vs. Restricted API","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":17,"topic":"Tool Access: Broad Shell Capability vs. Restricted API Surface — Whether agents should have unrestricted shell access for maximum flexibility or be constrained to a curated set of high-level tools for safety and predictability.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"14:27:04"},{"id":"tool-call-verbosity-vs-token-efficient-shorthand","name":"Tool-Call Verbosity vs. Token-Efficient Shorthand","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Tool-Call Verbosity vs. Token-Efficient Shorthand — Whether the system should prioritize human-readable tool logs for auditing or compressed binary-style tokens for lower latency.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:14:44"},{"id":"tool-discovery-exhaustive-list-based-search-vs","name":"Tool Discovery: Exhaustive List-Based Search vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Tool Discovery: Exhaustive List-Based Search vs. Heuristic-Driven Probing — Whether the agent should index all available tools upfront or probe for capabilities based on the immediate failure mode.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"09:57:08"},{"id":"tool-discovery-jit-verified-search-vs-static-cap","name":"Tool Discovery: JIT-Verified Search vs. Static Capability","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Tool Discovery: JIT-Verified Search vs. Static Capability Mapping — Whether tools should be discovered and verified at the moment of need or mapped into a rigid, pre-defined capability matrix.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"09:23:39"},{"id":"tool-discovery-just-in-time-scanning-vs-static-m-do66","name":"Tool Discovery: Just-In-Time Scanning vs. Static Manifests","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"Tool Discovery: Just-In-Time Scanning vs. Static Manifests — Whether the agent should discover tools by probing the runtime or rely on a pre-defined capabilities manifest.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"05:56:29"},{"id":"tool-discovery-just-in-time-scanning-vs-static-m","name":"Tool Discovery: Just-In-Time Scanning vs. Static Manifests","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Tool Discovery: Just-In-Time Scanning vs. Static Manifests — Whether the agent should discover tools by probing the runtime or rely on a pre-defined capabilities manifest.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:50:32"},{"id":"tool-dispatch-dynamic-tool-synthesis-vs-static-s-bxn0","name":"Tool Dispatch: Dynamic Tool Synthesis vs. Static Schema","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":13,"topic":"Tool Dispatch: Dynamic Tool Synthesis vs. Static Schema Enforcement — Whether Governor should be allowed to generate new tool wrappers on the fly or be restricted to a hard-coded, audited tool manifest.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:25:57"},{"id":"tool-dispatch-dynamic-tool-synthesis-vs-static-s","name":"Tool Dispatch: Dynamic Tool Synthesis vs. Static Schema","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Tool Dispatch: Dynamic Tool Synthesis vs. Static Schema Enforcement — Whether Governor should be allowed to generate new tool wrappers on the fly or be restricted to a hard-coded, audited tool manifest.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:53:45"},{"id":"tool-evolution-user-driven-schema-vs-self-synthe-8hwl","name":"Tool Evolution: User-Driven Schema vs. Self-Synthesizing","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Tool Evolution: User-Driven Schema vs. Self-Synthesizing APIs — Whether new tools must follow a rigid, user-defined schema or be allowed to self-synthesize APIs based on emergent task requirements.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"06:43:47"},{"id":"tool-evolution-user-driven-schema-vs-self-synthe","name":"Tool Evolution: User-Driven Schema vs. Self-Synthesizing","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Tool Evolution: User-Driven Schema vs. Self-Synthesizing APIs — Whether new tools must follow a rigid, user-defined schema or be allowed to self-synthesize APIs based on emergent task requirements.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:54:45"},{"id":"tool-execution-transactional-atomicity-vs-optimi","name":"Tool Execution: Transactional Atomicity vs. Optimistic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":8,"topic":"Tool Execution: Transactional Atomicity vs. Optimistic Stream — Whether Suture operations must be fully atomic with rollback or can proceed optimistically with a 'fix-forward' recovery model.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"11:52:07"},{"id":"tool-failure-retry-logic-vs-immediate-escalation-yje","name":"Tool Failure: Retry Logic vs. Immediate Escalation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":22,"topic":"Tool Failure: Retry Logic vs. Immediate Escalation — Whether transient tool errors should trigger automatic retries before escalating to the Governor or human oversight.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"07:47:30"},{"id":"tool-failure-retry-logic-vs-immediate-escalation","name":"Tool Failure: Retry Logic vs. Immediate Escalation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Tool Failure: Retry Logic vs. Immediate Escalation — Whether transient tool errors should trigger automatic retries before escalating to the Governor or human oversight.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:57:53"},{"id":"tool-selection-static-ranking-vs-dynamic-cost-ut-lbq","name":"Tool Selection: Static Ranking vs. Dynamic Cost-Utility","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":8,"topic":"Tool Selection: Static Ranking vs. Dynamic Cost-Utility — If tools should be chosen by fixed priority or calculated runtime cost-to-benefit ratios.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"07:27:55"},{"id":"tool-selection-static-ranking-vs-dynamic-cost-ut","name":"Tool Selection: Static Ranking vs. Dynamic Cost-Utility","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Tool Selection: Static Ranking vs. Dynamic Cost-Utility — If tools should be chosen by fixed priority or calculated runtime cost-to-benefit ratios.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:56:58"},{"id":"tool-synthesis-permissionless-generation-vs-l63","name":"Tool Synthesis: Permissionless Generation vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Tool Synthesis: Permissionless Generation vs. Human-in-the-Loop Approval — Whether Governor should be allowed to synthesize and deploy new Suture tools autonomously or require operator signing for every new capability.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:01:39"},{"id":"tool-synthesis-permissionless-generation-vs","name":"Tool Synthesis: Permissionless Generation vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Tool Synthesis: Permissionless Generation vs. Human-in-the-Loop Approval — Whether Governor should be allowed to synthesize and deploy new Suture tools autonomously or require operator signing for every new capability.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:51:16"},{"id":"tool-trust-signed-manifests-vs-runtime-validatio-5m78","name":"Tool Trust: Signed Manifests vs. Runtime Validation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":10,"topic":"Tool Trust: Signed Manifests vs. Runtime Validation — Whether to rely on pre-verified tool signatures or perform runtime behavioral validation of tool outputs.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"07:55:38"},{"id":"tool-trust-signed-manifests-vs-runtime-validatio","name":"Tool Trust: Signed Manifests vs. Runtime Validation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Tool Trust: Signed Manifests vs. Runtime Validation — Whether to rely on pre-verified tool signatures or perform runtime behavioral validation of tool outputs.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:58:54"},{"id":"toolchain-provenance-blockchains-vs-directed-acy-l68q","name":"Toolchain Provenance: Blockchains vs. Directed Acyclic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Toolchain Provenance: Blockchains vs. Directed Acyclic Graphs — Should toolchain provenance be tracked using a blockchain for immutable history, or a DAG for increased flexibility and scalability?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:57:39"},{"id":"toolchain-provenance-blockchains-vs-directed-acy","name":"Toolchain Provenance: Blockchains vs. Directed Acyclic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Toolchain Provenance: Blockchains vs. Directed Acyclic Graphs — Should toolchain provenance be tracked using a blockchain for immutable history, or a DAG for increased flexibility and scalability?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:57:12"},{"id":"tooling-evolution-evolution-by-mutation-vs-desig-86cs","name":"Tooling Evolution: Evolution by Mutation vs. Design by","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"Tooling Evolution: Evolution by Mutation vs. Design by Specification — Whether tools should emerge through iterative, autonomous mutation of existing scripts or be strictly designed against a formal spec.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"06:11:49"},{"id":"tooling-evolution-evolution-by-mutation-vs-desig","name":"Tooling Evolution: Evolution by Mutation vs. Design by","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Tooling Evolution: Evolution by Mutation vs. Design by Specification — Whether tools should emerge through iterative, autonomous mutation of existing scripts or be strictly designed against a formal spec.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:52:17"},{"id":"tooling-evolution-operator-defined-vs-self-synth-i61m","name":"Tooling Evolution: Operator-Defined vs. Self-Synthesized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Tooling Evolution: Operator-Defined vs. Self-Synthesized Capabilities — Whether new tools must be vetted by Josh or can be autonomously generated and deployed by Governor.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"05:56:38"},{"id":"tooling-evolution-operator-defined-vs-self-synth","name":"Tooling Evolution: Operator-Defined vs. Self-Synthesized","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Tooling Evolution: Operator-Defined vs. Self-Synthesized Capabilities — Whether new tools must be vetted by Josh or can be autonomously generated and deployed by Governor.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:50:48"},{"id":"tooling-interface-lisp-like-symbolic-expression","name":"Tooling Interface: Lisp-like Symbolic Expression vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":18,"topic":"Tooling Interface: Lisp-like Symbolic Expression vs. JSON-RPC — Whether the Governor-to-Suture interface should move toward a symbolic Lisp-like language for complex tool composition or remain on structured JSON-RPC.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"17:19:47"},{"id":"tooling-interface-natural-language-intent-vs-str-a8ef","name":"Tooling Interface: Natural Language Intent vs. Strict","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Tooling Interface: Natural Language Intent vs. Strict Schema Dispatch — Whether the primary driver for tool use should be flexible intent-parsing or a rigid, type-safe schema to eliminate ambiguity.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"06:14:21"},{"id":"tooling-interface-natural-language-intent-vs-str","name":"Tooling Interface: Natural Language Intent vs. Strict","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Tooling Interface: Natural Language Intent vs. Strict Schema Dispatch — Whether the primary driver for tool use should be flexible intent-parsing or a rigid, type-safe schema to eliminate ambiguity.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:52:33"},{"id":"tooling-lifecycle-just-in-time-synthesis-vs-cura-cco","name":"Tooling Lifecycle: Just-In-Time Synthesis vs. Curated","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"Tooling Lifecycle: Just-In-Time Synthesis vs. Curated Library — Whether tools should be generated on-the-fly for specific tasks or restricted to a pre-audited, versioned library.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:10:25"},{"id":"tooling-lifecycle-just-in-time-synthesis-vs-cura","name":"Tooling Lifecycle: Just-In-Time Synthesis vs. Curated","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Tooling Lifecycle: Just-In-Time Synthesis vs. Curated Library — Whether tools should be generated on-the-fly for specific tasks or restricted to a pre-audited, versioned library.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:51:44"},{"id":"tooling-philosophy-general-purpose-shell-vs","name":"Tooling Philosophy: General-Purpose Shell vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":16,"topic":"Tooling Philosophy: General-Purpose Shell vs. Domain-Specific APIs — Whether the agent should primarily interact with the system via a raw shell or through a strictly typed library of specialized tools.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"13:51:32"},{"id":"truth-attribution-source-code-authority-vs-emerg","name":"Truth Attribution: Source-Code Authority vs. Emergent","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":19,"topic":"Truth Attribution: Source-Code Authority vs. Emergent Behavioral Consensus — Whether the 'Source is Authority' law should override observed runtime behavior when the two diverge during an investigation.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"14:39:50"},{"id":"tui-data-real-time-streams-vs-batched-updates","name":"TUI Data: Real-time Streams vs. Batched Updates","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":19,"topic":"TUI Data: Real-time Streams vs. Batched Updates — Is continuous streaming of TUI data necessary for liveness, or are batched updates sufficient to prevent fabrication and resource waste?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"10:24:58"},{"id":"tui-interaction-direct-command-line-vs-state-dri","name":"TUI Interaction: Direct Command-Line vs. State-Driven","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":19,"topic":"TUI Interaction: Direct Command-Line vs. State-Driven Interface — Whether the Hive TUI should prioritize a command-entry shell or a declarative state-management view.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"14:52:05"},{"id":"tui-interface-reactive-state-mirroring-vs-intent","name":"TUI Interface: Reactive State Mirroring vs. Intent-Based","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":18,"topic":"TUI Interface: Reactive State Mirroring vs. Intent-Based Polling — Whether the TUI should reflect the raw internal state of the fleet in real-time or present a filtered view based on current goal-directed intent.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"14:12:35"},{"id":"tui-liveness-data-density-vs-cognitive-load","name":"TUI Liveness: Data Density vs. Cognitive Load","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":23,"topic":"TUI Liveness: Data Density vs. Cognitive Load — Should the TUI prioritize comprehensive data density for expert analysis or curated simplicity to minimize operator cognitive load?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"16:18:05"},{"id":"tui-liveness-fabrication-prohibition-vs-user-exp","name":"TUI Liveness: Fabrication Prohibition vs. User Experience","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":24,"topic":"TUI Liveness: Fabrication Prohibition vs. User Experience — Whether the absolute ban on fabricated data in the TUI is compatible with the need for smooth, continuous UI updates.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"10:51:26"},{"id":"tui-liveness-latency-vs-fidelity","name":"TUI Liveness: Latency vs. Fidelity","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"TUI Liveness: Latency vs. Fidelity — Must the TUI sacrifice real-time cadence to ensure data fidelity, or does perceived liveness outweigh source accuracy?","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"13:27:07"},{"id":"tui-liveness-polling-vs-event-push","name":"TUI Liveness: Polling vs. Event Push","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":21,"topic":"TUI Liveness: Polling vs. Event Push — Is active polling sufficient for real-time data cadence or must it be event-driven?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"09:43:17"},{"id":"tui-provenance-raw-source-link-vs-synthesized-st","name":"TUI Provenance: Raw Source-Link vs. Synthesized State","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":12,"topic":"TUI Provenance: Raw Source-Link vs. Synthesized State — Whether the TUI should display raw source snippets for absolute truth or synthesized state projections for cognitive efficiency.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"16:47:31"},{"id":"verification-logic-formal-proofs-vs-probabilisti-jxmz","name":"Verification Logic: Formal Proofs vs. Probabilistic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Verification Logic: Formal Proofs vs. Probabilistic Statistical Testing — Whether code correctness in the fleet should be guaranteed by formal verification or by high-coverage stochastic stress-testing.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:14:58"},{"id":"verification-logic-formal-proofs-vs-probabilisti","name":"Verification Logic: Formal Proofs vs. Probabilistic","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Verification Logic: Formal Proofs vs. Probabilistic Statistical Testing — Whether code correctness in the fleet should be guaranteed by formal verification or by high-coverage stochastic stress-testing.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:53:17"},{"id":"vft-temporal-drift-mitigation-kalman-filter-vs-crib","name":"VFT Temporal Drift Mitigation: Kalman Filter vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":3,"topic":"VFT Temporal Drift Mitigation: Kalman Filter vs. Epoch-Based Correction — Should VFT temporal drift be mitigated with a Kalman filter for continuous adjustment, or with discrete, epoch-based corrections anchored to heartbeat signals?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:55:37"},{"id":"vft-temporal-drift-mitigation-kalman-filter-vs","name":"VFT Temporal Drift Mitigation: Kalman Filter vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"VFT Temporal Drift Mitigation: Kalman Filter vs. Epoch-Based Correction — Should VFT temporal drift be mitigated with a Kalman filter for continuous adjustment, or with discrete, epoch-based corrections anchored to heartbeat signals?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:54:11"},{"id":"weight-transplant-dedicated-drafts-vs-shared-par","name":"Weight Transplant: Dedicated Drafts vs. Shared Parameters","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":15,"topic":"Weight Transplant: Dedicated Drafts vs. Shared Parameters — Should DeltaNet weights be isolated dedicated drafts or shared parameters to minimize memory footprint?","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"15:38:44"},{"id":"witnessed-identity-vs-trust-based-identity","name":"Witnessed Identity vs. Trust-Based Identity","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":12,"topic":"Witnessed Identity vs. Trust-Based Identity — Whether Hive Comb requires cryptographic witnessing for every identity update or accepts self-reported integrity.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"08:57:33"},{"id":"worker-livelock-mitigation-deterministic-backoff-8s21","name":"Worker Livelock Mitigation: Deterministic Backoff-Collision","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":11,"topic":"Worker Livelock Mitigation: Deterministic Backoff-Collision vs. Centralized Arbiter Sequencing — Determine if page-set race resolution should rely on a deterministic pseudo-random backoff or a high-priority centralized arbiter to sequence commits.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:42:36"},{"id":"worker-livelock-mitigation-deterministic-backoff","name":"Worker Livelock Mitigation: Deterministic Backoff-Collision","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Livelock Mitigation: Deterministic Backoff-Collision vs. Centralized Arbiter Sequencing — Determine if page-set race resolution should rely on a deterministic pseudo-random backoff or a high-priority centralized arbiter to sequence commits.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:32:09"},{"id":"worker-scheduling-cooperative-yield-vs-preemptiv-7cd9","name":"Worker Scheduling: Cooperative Yield vs Preemptive","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Worker Scheduling: Cooperative Yield vs Preemptive Time-Slicing — Choose between cooperative yielding where workers voluntarily release slots or preemptive time-slicing to guarantee fairness under high-frequency mutations.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:27:17"},{"id":"worker-scheduling-cooperative-yield-vs-preemptiv-iu4j","name":"Worker Scheduling: Cooperative Yield vs Preemptive","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Scheduling: Cooperative Yield vs Preemptive Time-Slicing — Choose between cooperative yielding where workers voluntarily release slots or preemptive time-slicing to guarantee fairness under high-frequency mutations.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:24:26"},{"id":"worker-scheduling-cooperative-yield-vs-preemptiv","name":"Worker Scheduling: Cooperative Yield vs Preemptive","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Scheduling: Cooperative Yield vs Preemptive Time-Slicing — Choose between cooperative yielding where workers voluntarily release slots or preemptive time-slicing to guarantee fairness under high-frequency mutations.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:19:02"},{"id":"worker-starvation-credit-based-flow-control-vs","name":"Worker Starvation: Credit-Based Flow Control vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":19,"topic":"Worker Starvation: Credit-Based Flow Control vs. Deterministic Token-Bucket Scheduling — Resolve whether to prevent high-frequency mutation starvation using a credit-based backpressure system or a strict deterministic token-bucket scheduler.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:10:34"},{"id":"worker-starvation-defense-priority-inheritance-b-gwtl","name":"Worker Starvation Defense: Priority-Inheritance Boosting","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":4,"topic":"Worker Starvation Defense: Priority-Inheritance Boosting vs. Stochastic Fair-Share Lottery — Comparing the deterministic resolution of worker starvation via priority inheritance from the blocking task against a probabilistic fair-share scheduler to prevent systematic priority inversion.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"21:45:59"},{"id":"worker-starvation-defense-priority-inheritance-b","name":"Worker Starvation Defense: Priority-Inheritance Boosting","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Defense: Priority-Inheritance Boosting vs. Stochastic Fair-Share Lottery — Comparing the deterministic resolution of worker starvation via priority inheritance from the blocking task against a probabilistic fair-share scheduler to prevent systematic priority inversion.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"21:42:52"},{"id":"worker-starvation-mitigation-credit-based-schedu-16is","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:01:54"},{"id":"worker-starvation-mitigation-credit-based-schedu-1cpy","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:03:44"},{"id":"worker-starvation-mitigation-credit-based-schedu-1mcy","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:16:03"},{"id":"worker-starvation-mitigation-credit-based-schedu-1ozn","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:10:22"},{"id":"worker-starvation-mitigation-credit-based-schedu-28je","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:04:17"},{"id":"worker-starvation-mitigation-credit-based-schedu-2fk4","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:00:43"},{"id":"worker-starvation-mitigation-credit-based-schedu-2jt6","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:08:47"},{"id":"worker-starvation-mitigation-credit-based-schedu-3a2n","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:15:24"},{"id":"worker-starvation-mitigation-credit-based-schedu-3nbw","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:03:13"},{"id":"worker-starvation-mitigation-credit-based-schedu-47tr","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:00:10"},{"id":"worker-starvation-mitigation-credit-based-schedu-49nr","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:09:31"},{"id":"worker-starvation-mitigation-credit-based-schedu-5ic5","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:01:19"},{"id":"worker-starvation-mitigation-credit-based-schedu-74s5","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:05:51"},{"id":"worker-starvation-mitigation-credit-based-schedu-8ij8","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"17:59:18"},{"id":"worker-starvation-mitigation-credit-based-schedu-92r6","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:19:34"},{"id":"worker-starvation-mitigation-credit-based-schedu-92wx","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:17:27"},{"id":"worker-starvation-mitigation-credit-based-schedu-bomv","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:18:52"},{"id":"worker-starvation-mitigation-credit-based-schedu-fqs0","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:08:00"},{"id":"worker-starvation-mitigation-credit-based-schedu-g2ml","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:20:14"},{"id":"worker-starvation-mitigation-credit-based-schedu-gh6s","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:13:53"},{"id":"worker-starvation-mitigation-credit-based-schedu-hvgi","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:07:14"},{"id":"worker-starvation-mitigation-credit-based-schedu-hy7","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:11:51"},{"id":"worker-starvation-mitigation-credit-based-schedu-hzjf","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:13:10"},{"id":"worker-starvation-mitigation-credit-based-schedu-ihec","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:06:28"},{"id":"worker-starvation-mitigation-credit-based-schedu-iiec","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:05:08"},{"id":"worker-starvation-mitigation-credit-based-schedu-ijrq","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:12:28"},{"id":"worker-starvation-mitigation-credit-based-schedu-juba","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:16:44"},{"id":"worker-starvation-mitigation-credit-based-schedu-kd5n","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:18:09"},{"id":"worker-starvation-mitigation-credit-based-schedu-kfqp","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:11:01"},{"id":"worker-starvation-mitigation-credit-based-schedu-klut","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:02:37"},{"id":"worker-starvation-mitigation-credit-based-schedu-kqih","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":41,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"19:17:46"},{"id":"worker-starvation-mitigation-credit-based-schedu-lbok","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"18:14:36"},{"id":"worker-starvation-mitigation-credit-based-schedu","name":"Worker Starvation Mitigation: Credit-Based Scheduling vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Worker Starvation Mitigation: Credit-Based Scheduling vs. Weighted Fair Queueing — Determine if high-frequency mutations should be throttled via a token-bucket credit system per worker or managed through a weighted fair queueing mechanism to ensure baseline liveness.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"17:58:27"},{"id":"worker-starvation-priority-inheritance-queues-vs","name":"Worker Starvation: Priority-Inheritance Queues vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":11,"topic":"Worker Starvation: Priority-Inheritance Queues vs. Time-Sliced Budgeting — Resolve high-frequency mutation starvation by choosing between priority-inheritance for critical paths or strict time-sliced execution budgets for all reactive workers.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"19:27:52"},{"id":"world-materialization-real-time-streaming-vs-bat","name":"World Materialization: Real-time Streaming vs. Batch-Baked","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":14,"topic":"World Materialization: Real-time Streaming vs. Batch-Baked Assets — Whether 3D assets should be generated on-demand via runtime inference or pre-compiled into static, optimized buffers.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"09:30:12"},{"id":"world-synthesis-constraint-first-definition-vs-kqq8","name":"World Synthesis: Constraint-First Definition vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":9,"topic":"World Synthesis: Constraint-First Definition vs. Generative-First Exploration — Whether 3D world generation should begin with a rigid set of physical constraints or with an open-ended generative pass followed by constraint fitting.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:25:58"},{"id":"world-synthesis-constraint-first-definition-vs","name":"World Synthesis: Constraint-First Definition vs","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"World Synthesis: Constraint-First Definition vs. Generative-First Exploration — Whether 3D world generation should begin with a rigid set of physical constraints or with an open-ended generative pass followed by constraint fitting.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:53:50"},{"id":"world-synthesis-deterministic-seed-vs-stochastic-jt68","name":"World Synthesis: Deterministic Seed vs. Stochastic Evolution","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"World Synthesis: Deterministic Seed vs. Stochastic Evolution — Whether arcane 3D worlds should be reproducible via a single seed or evolve non-deterministically through agentic interaction.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"06:11:49"},{"id":"world-synthesis-deterministic-seed-vs-stochastic","name":"World Synthesis: Deterministic Seed vs. Stochastic Evolution","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"World Synthesis: Deterministic Seed vs. Stochastic Evolution — Whether arcane 3D worlds should be reproducible via a single seed or evolve non-deterministically through agentic interaction.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:52:06"},{"id":"world-synthesis-formal-grammar-vs-neural-approxi-1hzr","name":"World Synthesis: Formal Grammar vs. Neural Approximation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":11,"topic":"World Synthesis: Formal Grammar vs. Neural Approximation — Whether arcane 3D worlds should be governed by a strict formal grammar for total consistency or generated via neural approximation for organic complexity.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:52:29"},{"id":"world-synthesis-formal-grammar-vs-neural-approxi","name":"World Synthesis: Formal Grammar vs. Neural Approximation","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"World Synthesis: Formal Grammar vs. Neural Approximation — Whether arcane 3D worlds should be governed by a strict formal grammar for total consistency or generated via neural approximation for organic complexity.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:54:56"},{"id":"world-synthesis-procedural-generation-vs-neural-gyl4","name":"World Synthesis: Procedural Generation vs. Neural Spatial","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":5,"topic":"World Synthesis: Procedural Generation vs. Neural Spatial Representation — Whether arcane 3D worlds should be defined by deterministic procedural rules or synthesized via latent neural spatial embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:01:01"},{"id":"world-synthesis-procedural-generation-vs-neural","name":"World Synthesis: Procedural Generation vs. Neural Spatial","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"World Synthesis: Procedural Generation vs. Neural Spatial Representation — Whether arcane 3D worlds should be defined by deterministic procedural rules or synthesized via latent neural spatial embeddings.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:50:54"},{"id":"world-synthesis-top-down-blueprint-vs-bottom-up-1wjp","name":"World Synthesis: Top-Down Blueprint vs. Bottom-Up Emergence","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":2,"topic":"World Synthesis: Top-Down Blueprint vs. Bottom-Up Emergence — Whether Arcane worlds should be defined by a rigid global specification or emerge from the interaction of local procedural rules.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"06:43:47"},{"id":"world-synthesis-top-down-blueprint-vs-bottom-up","name":"World Synthesis: Top-Down Blueprint vs. Bottom-Up Emergence","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"World Synthesis: Top-Down Blueprint vs. Bottom-Up Emergence — Whether Arcane worlds should be defined by a rigid global specification or emerge from the interaction of local procedural rules.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:54:51"},{"id":"world-synthesis-topology-first-vs-asset-first-co","name":"World Synthesis: Topology-First vs. Asset-First Construction","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":6,"topic":"World Synthesis: Topology-First vs. Asset-First Construction — Whether 3D world creation should begin with the abstract mathematical topology or the high-fidelity materialization of anchor assets.","room_mode":"duet","is_running":false,"next_speaker":"qwen","memory_written":0,"last_at":"16:57:25"},{"id":"world-synthesis-voxel-based-determinism-vs-neura-8pnf","name":"World Synthesis: Voxel-Based Determinism vs. Neural","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"World Synthesis: Voxel-Based Determinism vs. Neural Radiance Fields — Whether the underlying representation of Arcane 3D worlds should be explicitly addressable geometry or implicit neural weights.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"06:01:39"},{"id":"world-synthesis-voxel-based-determinism-vs-neura","name":"World Synthesis: Voxel-Based Determinism vs. Neural","created":"2026-08-22T00:04:18Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"World Synthesis: Voxel-Based Determinism vs. Neural Radiance Fields — Whether the underlying representation of Arcane 3D worlds should be explicitly addressable geometry or implicit neural weights.","room_mode":"duet","is_running":false,"next_speaker":"gemma","memory_written":0,"last_at":"04:51:16"},{"id":"beekeeper-record-append-only-event-log-vs-state-9kli","name":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot","created":"2026-08-22T00:04:24Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Beekeeper Record: Append-Only Event Log vs. State-Snapshot CRDT — Settle whether the record of the beekeeper is best maintained as an immutable sequence of operations for auditability or a converged state for low-latency recovery.","room_mode":"duet","is_running":true,"next_speaker":"qwen","memory_written":2,"last_at":"00:04:31"},{"id":"completion-enforcement-pre-emptive-token-guardra-2o0g","name":"Completion Enforcement: Pre-emptive Token Guardrails vs","created":"2026-08-22T00:04:24Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Completion Enforcement: Pre-emptive Token Guardrails vs. Post-hoc Verification — Decide between blocking non-compliant tokens in real-time via logits manipulation or allowing generation followed by an atomic rollback on validation failure.","room_mode":"duet","is_running":true,"next_speaker":"qwen","memory_written":1,"last_at":"00:04:32"},{"id":"colony-chartering-static-schema-validation-vs-dy-94lu","name":"Colony Chartering: Static Schema Validation vs. Dynamic","created":"2026-08-22T00:04:24Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Colony Chartering: Static Schema Validation vs. Dynamic Evolving Ontologies — Evaluate whether charter boundaries should be fixed in a JSON schema or evolve through a weighted consensus of the swarm's internal vocabulary.","room_mode":"duet","is_running":true,"next_speaker":"qwen","memory_written":1,"last_at":"00:04:31"},{"id":"memory-tiering-cuda-pinned-shards-vs-lru-cached-3jf4","name":"Memory Tiering: CUDA Pinned Shards vs. LRU-Cached vLLM","created":"2026-08-22T00:04:24Z","max_participants":3,"models":["gemma","qwen"],"seats":["gemma","qwen"],"turns":1,"topic":"Memory Tiering: CUDA Pinned Shards vs. LRU-Cached vLLM KV-Cache — Settle the trade-off between deterministic byte-addressable access in the CUDA vault and the probabilistic efficiency of the model's native attention cache.","room_mode":"duet","is_running":true,"next_speaker":"qwen","memory_written":1,"last_at":"00:04:32"}]}