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Hallucination

What Hallucination means, how it works, and which tools and models on this site relate to it.

Definition

Hallucination is when a model produces fluent text that is not grounded in facts or in the provided context.

Mitigations include retrieval, citations, constrained decoding, tool use, and human review. No general-purpose model is guaranteed truthful.