Beyond Solo and Consistency: Vindicating Multi-Agent Debate via Conditional Progressive Pruning

Ruosong Ye, Caiqi Zhang, Jiahao Li +9

Large Language Model (LLM) based Multi-Agent Debate (MAD) is one of the most effective test time scaling techniques. Through multi-round communication, agents complement each other…