The Confidence Trap happens when a model sounds authoritative while...

https://web-wiki.win/index.php/The_Anatomy_of_the_Suprmind_Dataset:_Beyond_the_Download

The Confidence Trap happens when a model sounds authoritative while hallucinating. Relying on one LLM is dangerous; you need multi-model review to spot the gaps. In our April 2026 audit of OpenAI and Anthropic, we processed 1,324 turns. While we hit 99