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

https://travispyuj085.raidersfanteamshop.com/defining-the-severity-scale-engineering-trust-in-llm-decision-support

The "Confidence Trap" occurs when a model sounds authoritative while hallucinating, masking errors behind high-conviction prose. In high-stakes workflows, relying on a single output is a liability