Byzantine Fault Tolerance-derived multi-agent deliberation protocol assigns engineered cognitive personas to language models, separating model capability from reasoning style. Across 1478 sessions: free edge-inference models at $0.0002/batch match frontier models at $10,690/batch in analytical output.
Single story / full context
Emergent Collaborative Deliberation Protocol: BFT-Derivative Multi-Model Synthesis
Byzantine Fault Tolerance-derived multi-agent deliberation protocol assigns engineered cognitive personas to language models, separating model capability from reasoning style. Across 1478 sessions: free edge-inference models at $0.0002/batch match frontier models at $10,690/batch in analytical output.