The Confidence Trap is the risk of trusting one model implicitly. Even top...

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The Confidence Trap is the risk of trusting one model implicitly. Even top performers like OpenAI and Anthropic struggle with hallucinations. Our April 2026 audit of 1,324 turns found 99.1% signal detection, yet 0