Post-Training Recipe, More Than Model Family, Shapes Multi-Agent LLM Conversational Behavior

Luyang Zhang, Jialu Wang, Fei Xue +1

Multi-LLM systems use multiple language models to deliberate, judge each other's outputs, or coordinate as agents. Their value depends on the models producing measurably different…