The "Confidence Trap" occurs when models sound authoritative while...

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

The "Confidence Trap" occurs when models sound authoritative while hallucinating, causing dangerous gaps in high-stakes workflows. Relying on one output is risky. In April 2026, we processed 1,324 turns across OpenAI and Anthropic, achieving 99