Why Do AI Models Hallucinate? Causes, Detection, and Mitigation

AI hallucination occurs when models produce fluent but unsupported or fabricated outputs, stemming from missing or ambiguous evidence and model decisions. Understanding hallucination requires separating model behavior from deployment context and distinguishing it from simple factual errors.