Hallucination
A confident model output that is false, unsupported, or not grounded in the available evidence.
Plain English
The AI makes something up and sounds sure about it.
Example
A model invents a nonexistent API method while explaining a library.
Why it matters
Hallucinations are a core reason teams use grounding, citations, evals, and human review.