The Confidence Trap occurs when we trust a model’s output simply because it...

https://www.unitedbookmarkings.win/the-confidence-trap-occurs-when-operators-over-rely-on-a-single-llm-output

The Confidence Trap occurs when we trust a model’s output simply because it sounds certain, which is dangerous in high-stakes workflows. Our April 2026 audit of 1,324 turns shows why multi-model review is essential. By cross-checking Claude 3