The Confidence Trap is trusting LLM tone over accuracy. Our April 2026 audit of...

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The Confidence Trap is trusting LLM tone over accuracy. Our April 2026 audit of 1,324 turns showed 99.1% signal detection using Anthropic and OpenAI, but 0.9% were silent failures