The "Confidence Trap" occurs when you trust an LLM’s authoritative tone despite...

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The "Confidence Trap" occurs when you trust an LLM’s authoritative tone despite underlying errors. Relying on one model is a risk. We use multi-model review to mitigate this. Our April 2026 audit of 1,324 turns between Anthropic and OpenAI revealed 99