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AI Glossary

What is Hallucination?

Models generate plausible text, not verified facts — when the training data or context lacks an answer, they may produce a confident fabrication: fake citations, invented APIs, wrong numbers. Mitigations include RAG, asking models to cite sources, structured output validation, and human review for high-stakes use.

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