The Confidence Trap is the dangerous tendency to trust a model’s output solely...

https://www.third-bookmarks.win/the-confidence-trap-occurs-when-llms-sound-certain-while-hallucinating-leading

The Confidence Trap is the dangerous tendency to trust a model’s output solely because its internal confidence score remains high. In high-stakes work, multi-model review is essential for validation