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

https://www.mediafire.com/file/r22x4gly85rhz84/pdf-85689-97724.pdf/file

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