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

https://www.start-bookmarks.win/the-confidence-trap-occurs-when-teams-over-rely-on-a-single-llm-blind-to

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