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

https://www.runway-bookmarks.win/the-confidence-trap-happens-when-teams-mistake-model-fluency-for-accuracy-our

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