AI isn’t hallucinating—but your data might be

“Hallucination” has become the catch-all term for AI getting things wrong. It describes a real phenomenon: Large language models can generate confident, fluent answers that are simply untrue. But in IT operations, many errors labeled as hallucinations have a more ordinary explanation.