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) among large language models (LLMs) is often judged by answer changes and convergence, yet these outcomes alone cannot establish that peers improved the ans…