The Confidence Trap occurs when a model sounds authoritative while being...

https://www.normalbookmarks.win/the-confidence-trap-masks-errors-with-false-certainty-our-april-2026-audit-of

The Confidence Trap occurs when a model sounds authoritative while being factually wrong, leading teams to overlook errors. Relying on a single provider is risky in high-stakes workflows