The Confidence Trap occurs when we mistake a model’s tone for accuracy. In our...

https://www.pure-bookmark.win/the-confidence-trap-happens-when-you-mistake-a-model-s-authoritative-tone-for

The Confidence Trap occurs when we mistake a model’s tone for accuracy. In our April 2026 audit, we analyzed 2,840 turns across OpenAI and Anthropic. We found a 98.4% signal detection rate, but the 1