The Confidence Trap occurs when a single LLM’s output feels definitive despite...

https://victor-wiki.win/index.php/Why_does_GPT_only_have_339_unique_insights_in_this_dataset%3F

The Confidence Trap occurs when a single LLM’s output feels definitive despite being wrong. In our April 2026 analysis of 1,324 turns, we found that relying on one model blinds you to silent errors. By cross-referencing Anthropic’s Claude 3