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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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