The Confidence Trap occurs when we trust a model’s output simply because it...

https://wool-wiki.win/index.php/The_High-Stakes_Audit:_Why_Your_Ensemble%E2%80%99s_3,484_Insights_Aren%27t_All_%22Truth%22

The Confidence Trap occurs when we trust a model’s output simply because it sounds certain, which is dangerous in high-stakes workflows. Our April 2026 audit of 1,324 turns shows why multi-model review is essential. By cross-checking Claude 3