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

https://fast-wiki.win/index.php/Why_is_Gemini%E2%80%99s_Catch_Ratio_0.26_So_Low_in_This_Dataset%3F

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