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

https://www.cool-bookmarks.win/the-confidence-trap-occurs-when-a-model-presents-hallucinations-with-absolute

The Confidence Trap occurs when a model sounds authoritative while hallucinating, creating dangerous blind spots in automated workflows. In our April 2026 audit of 1,324 turns, we found that relying on a single provider often misses critical nuance