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

https://www.mediafire.com/file/r22x4gly85rhz84/pdf-85689-97724.pdf/file

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