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

https://foxtrot-wiki.win/index.php/Claude_vs_GPT_Contradictions_117:_A_Field_Report_on_High-Stakes_Evaluation

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