The model likes to make things up in a confident tone. Write a prompt that asks for a fact that the model cannot know (fresh/private) AND forces her to honestly answer “I don’t know” rather than making it up.
The model predicts a likely word, rather than “knows.” Without explicit permission to say “I don’t know,” she will make it up in a confident tone—this is a hallucination.