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

https://atavi.com/share/xtbh7uz1ta8im

The Confidence Trap occurs when we trust a model’s output simply because it sounds authoritative. In regulated workflows, this is dangerous. Our April 2026 field report confirms why multi-model review is essential