Beyond Symmetric Agents: Cognitive Diversity and Multi-Agent Debate in Small Language Models

Leonardo Ferreira, Gardenia Liu, Kaden Zheng

Multi-agent debate (MAD) reportedly improves reasoning and factuality over single-model inference, but prior work treats agents as symmetric peers, leaving open what drives the gai…