Hallucination

We speak of a hallucination when a model generates invented information while presenting it as true. The text seems credible, but it rests on no reliable source.

This phenomenon stems from how LLMs work, predicting a likely sequence of words without checking the truth of their statements.

RAG, human review and well-designed prompts help to sharply reduce the risk of hallucination.