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

https://www.random-bookmarks.win/the-confidence-trap-occurs-when-we-assume-a-single-model-s-output-is-correct

The Confidence Trap occurs when a model sounds authoritative while hallucinating. In high-stakes work, you cannot trust a single LLM blindly. Our April 2026 audit of 1,324 turns proves this. By comparing Claude 3.5 and GPT-4, we observed 99