Igor Cherednichenko

Majority vote among LLM agents fails on disputed questions because agents trained on overlapping data share systematic blind spots, they are not the independent voters... When agents do decide together, the decision process is invisible. Quorum is a complete primitive: algorithm, plus state, plus provenance. 7 Tools. 1. *register*— OPTIONAL one-time setup -- only needed if you want proposal telemetry (OTLP spans) pushed to your Telinea account. Call once before propose: it binds an api_key yo