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

https://technivorz.com/correction-yield-the-quantitative-bedrock-of-multi-model-review/

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