Not All Flips Are Conformity: Decomposing Stance Convergence in Multi-Agent LLM Debate

Xiqi Hao, Zengqing Wu, Yu-Xuan Qiu +4

Multi-agent debate (MAD) is a promising strategy for improving LLM reasoning, but when agents converge on a shared answer, it is unclear whether that convergence reflects genuine d…