When AI Sounds Certain But Is Wrong: Why “Zero Hallucination” Is a Myth and What You Can Do About It

https://extra-wiki.win/index.php/AI_that_exposes_where_confidence_breaks_down

Why teams keep treating AI as an infallible source of facts People assume a crisp, confident sentence equals correctness. That assumption is the core problem