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

https://www.mapleprimes.com/users/arthur_king7

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