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

https://garrettwigp625.tearosediner.net/what-is-the-confidence-contradiction-rate-a-field-report-on-model-behavior

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