The Confidence Trap happens when we assume a single LLM is always accurate. In...

https://list-wiki.win/index.php/The_Confidence_Trap:_Why_Your_Model_Isn%27t_Just_Lying_to_You%E2%80%94It%27s_Lying_to_Itself

The Confidence Trap happens when we assume a single LLM is always accurate. In our April 2026 audit of 1,324 turns, we saw that relying solely on OpenAI or Anthropic creates blind spots. Multi-model review is the fix: we reached 99