The "Confidence Trap" happens when we trust a model’s polished tone despite...

https://wiki-global.win/index.php/Confident_Contradictions:_The_Silent_Risk_in_Financial_AI_Outputs

The "Confidence Trap" happens when we trust a model’s polished tone despite subtle factual errors. During our April 2026 audit of 1,324 turns, we found that comparing OpenAI against Anthropic is essential. Multi-model review achieved 99