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

https://technivorz.com/correction-yield-the-quantitative-bedrock-of-multi-model-review/

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