The Confidence Trap occurs when models sound certain while providing inaccurate...

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The Confidence Trap occurs when models sound certain while providing inaccurate data. In our April 2026 audit of 4,820 turns, relying on one engine left dangerous gaps. By cross-referencing Claude 3.5 and GPT-4o, we reached 99