The "Confidence Trap" occurs when an LLM sounds perfectly certain even while...

https://technivorz.com/correction-yield-the-quantitative-bedrock-of-multi-model-review/

The "Confidence Trap" occurs when an LLM sounds perfectly certain even while delivering a subtle error. It’s a significant liability in high-stakes workflows. Relying on a single provider like OpenAI or Anthropic isn't enough to mitigate risk