Intermediate Lesson 11 of 13

hallucination

When an AI model states something false with full confidence.

Language models generate text that sounds right, based on patterns. They do not check facts against a source unless they are built to. So they sometimes invent a figure, a quote or a reference that looks real but is wrong. This is called a hallucination. It is why important outputs still need checking.

Think of it as

Like a confident dinner guest who fills a gap in their memory with a plausible story, and tells it as if it were fact.

Example

Asked for sources on a legal question, a chat assistant lists three court cases with names and dates. One of them does not exist. A lawyer who files it without checking has a real problem.