The Confidence Trap masks errors with false certainty. Our April 2026 audit of...

https://www.demilked.com/author/angela-barker84/

The Confidence Trap masks errors with false certainty. Our April 2026 audit of 1,324 turns confirms that multi-model review is vital. By cross-referencing OpenAI and Anthropic outputs, we reached 99.1% signal detection with only 0.9% silent turns