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

https://www.mediafire.com/file/r22x4gly85rhz84/pdf-85689-97724.pdf/file

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