Falling for the Confidence Trap—where a single LLM sounds authoritative while...

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

Falling for the Confidence Trap—where a single LLM sounds authoritative while missing the mark—is a persistent risk in high-stakes workflows. In our April 2026 audit of 1,542 test turns, relying on one model led to a 0.7% silent error rate