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

https://charliekzxa221.huicopper.com/grok-catch-ratio-0-72-decoding-resilience-in-multi-model-systems

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