The "Confidence Trap" occurs when we trust a model’s polished output blindly....

https://atavi.com/share/xtbh7uz1ta8im

The "Confidence Trap" occurs when we trust a model’s polished output blindly. In our April 2026 audit of 1,324 turns, single-model workflows proved risky. By comparing OpenAI and Anthropic, we achieved 99