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

https://penzu.com/p/355d19c257fb4b6e

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