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The Board · Verdict CardFeb 18, 2026
Technology

Why Multi-Agent AI Debates Fail: Fixing LLM Consensus

Research reveals why multi-agent LLM systems collapse into groupthink. How to fix the consensus trap and improve adversarial reasoning in AI debate panels.

Risk

medium

Confidence

85%

Depth

990

Read

4 min

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