Why language models sometimes state things that are not true

A chatbot can explain a concept beautifully and then, in the same answer, invent a book title, a date or a quotation that does not exist. These errors are often called hallucinations. Knowing why they happen helps you use these tools sensibly, especially for study, where accuracy matters.