In practice
Hallucination: what it means for your business
Hallucinations are why AI output needs checking. They are most likely when a model is asked for specific facts, figures, quotes or sources it does not have. The practical safeguards are giving Claude the source material to work from, asking it to cite where answers came from, and having a person check facts before anything is sent or published.