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

https://suprmind.ai/hub/multi-model-ai-divergence-index/

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