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The Confidence Trap happens when you mistake a model’s authoritative tone for accuracy. In our April 2026 analysis of 1,324 turns between OpenAI and Anthropic, we found 99.1% signal detection. Yet, 0
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The Confidence Trap occurs when we mistake an LLM’s authoritative tone for accuracy. In our April 2026 audit of 1,324 turns across OpenAI and Anthropic, we found models often hallucinated when sounding most certain
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