Why does AI make things up, and how do you check its answers?
AI makes things up because a language model generates the most likely continuation of text, not a checked fact. When it lacks the information, it still produces a fluent answer, and that answer can be wrong. This is called hallucination. Check AI answers by giving it your real data or documents, asking where each figure comes from, and verifying names, numbers, dates and quotes against the source.