Minority Sentinel: When to Overturn Majority Voting in Multi-Agent LLM Debates

Chuan He, Zebin Chen, Zhengyi Yang +5

Multi-Agent Debate (MAD) with Majority Voting is a dominant paradigm for improving LLM reasoning, yet its effectiveness rests on the Condorcet Jury Theorem's assumption of independ…