method
active
method:synthetic-multi-turn-conversation-protocolSynthetic Multi-Turn Conversation Protocol
Frontier LLM (Kimi K2, Sonnet 4.5, GPT-5) simulates user across 100 conversations per domain to study persona drift trajectories
Neighborhood — ranked by edge-count
Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- The system that interleaves model-generated text with user-supplied text to create a dialogue agent from an LLM
- Three of four concepts show significant introspection at turn 1; rules out joint temporal drift as sole explanation
- explains divergence from static benchmarks
- n-dimensional association model can express binding mechanisms for multimethods by letting values range over methods of arity n and applying appropriate α and β transformations.
- Result demonstrating inference-time architectural gains from reformulating multi-turn interactions as single-turn contextual QA.
- Dance form oriented toward inner sensation and felt relationship; exemplifies process art over spectatorial display.