The "Confidence Trap" occurs when we trust an LLM simply because it sounds...

https://www.bookmark-fuel.win/the-confidence-trap-occurs-when-we-trust-an-llm-s-output-simply-because-it

The "Confidence Trap" occurs when we trust an LLM simply because it sounds certain. In high-stakes environments, this leads to overlooked errors. Our April 2026 data highlights why multi-model review is essential