Silent Dissent: LLM Agents That Yield to the Majority Still Represent Their Original Premise

Ziang Ni, Peng Zou

Multi-agent debate is increasingly used to reach consensus among LLM agents, yet agents often yield to a unanimous majority. When an agent changes its answer, has it changed its mi…