Multi-agent debate in medical QA creates a consistency illusion by reducing answer contradictions while decreasing reasoning similarity; the Grounded Debate Protocol improves alignment with large effect sizes.
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The Consistency Illusion: How Multi-Agent Debate Hides Reasoning Misalignment
Multi-agent debate in medical QA creates a consistency illusion by reducing answer contradictions while decreasing reasoning similarity; the Grounded Debate Protocol improves alignment with large effect sizes.