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

https://mega-wiki.win/index.php/The_Anatomy_of_Trust:_Citing_the_Suprmind_April_2026_Edition

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