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

https://www.easybookmarkings.win/the-confidence-trap-occurs-when-we-trust-an-llm-s-output-simply-because-it

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