A hallucination is a false or invented answer presented by a language model with the same confidence as a correct one: nonexistent facts, references, or quotes. It stems from how the model works, predicting plausible text without verification, and requires human review.
Example
The model provides a scientific article with authors and a DOI that do not exist.