The "Confidence Trap" happens when we trust a model’s polished tone despite...

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The "Confidence Trap" happens when we trust a model’s polished tone despite subtle factual errors. During our April 2026 audit of 1,324 turns, we found that comparing OpenAI against Anthropic is essential. Multi-model review achieved 99