A hallucination is an output of a language model that seems plausible and confident but is false or made up: a nonexistent function, a fictitious source, an incorrect fact. It comes from how the model works, by predicting text. Any important information must therefore be verified.
Example
The model cites a library pandas.magic_clean() that does not exist.