Multi-Agent Systems2 min read
Beyond Symmetric Agents: Cognitive Diversity and Multi-Agent Debate in Small Language Models
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 gains.
By Leonardo Ferreira, Gardenia Liu, Kaden ZhengarXiv - cs.AI
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Originally published by arXiv - cs.AI on Sep 30, 2026.
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