The Confidence Trap occurs when teams rely blindly on high-confidence LLM...

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The Confidence Trap occurs when teams rely blindly on high-confidence LLM outputs, missing subtle, critical errors. In our April 2026 audit of 1,324 turns, we found that cross-verifying OpenAI with Anthropic significantly improves reliability