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

https://quebeck-wiki.win/index.php/Why_is_Gemini%E2%80%99s_Catch_Ratio_0.26_So_Low_in_This_Dataset%3F

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