Hallucination

A hallucination is output that sounds confident and plausible but is false or unsupported, like an invented citation, a made-up statistic or a wrong date. Models generate likely-sounding text, and nothing in that process checks it against reality.

Grounding answers in retrieved sources, asking models to admit uncertainty and verifying claims all help.