The "Confidence Trap" occurs when a model’s linguistic fluency masks factual...

https://list-wiki.win/index.php/Grok_Catch_Ratio_0.72:_Why_Your_Ensemble_is_Lying_to_You

The "Confidence Trap" occurs when a model’s linguistic fluency masks factual errors, causing users to trust incorrect outputs. In our April 2026 analysis of 1,324 turns, we found that single-model workflows hit 99