The Confidence Trap occurs when we trust a model’s output simply because it...

https://xeon-wiki.win/index.php/Claude_vs_GPT_Contradictions_(117)_with_55_Critical:_What_Does_That_Imply%3F

The Confidence Trap occurs when we trust a model’s output simply because it sounds authoritative. In regulated workflows, this is dangerous. Our April 2026 field report confirms why multi-model review is essential