Hallucination

An output that appears well formed but contains an unsupported claim, an incorrect fact, or an invented reference. It follows from the model's probabilistic objective, which predicts plausible continuation rather than internally verifying facts. Grounding, tool validation, and abstention reduce the risk; none replaces use-case-specific evaluation.