The Confidence Trap occurs when a model sounds authoritative despite being...

https://hectorssuperjournals.wordpress.com/2026/04/26/does-contradicted-mean-the-ai-is-wrong/

The Confidence Trap occurs when a model sounds authoritative despite being wrong, leading operators to trust hallucinated output