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

https://hectorraaz187.lowescouponn.com/the-mechanics-of-variable-peer-panels-beyond-simple-ensembling

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