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

https://www.apu-bookmarks.win/the-confidence-trap-is-what-happens-when-you-rely-on-a-single-llm-that-sounds

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