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Large Language Models

Hallucination

Large Language Models· Intermediate

Definition

When an AI model generates confident, fluent, but factually incorrect or fabricated information. Hallucinations arise from optimizing for plausible text rather than verified facts. Enterprise AI systems must implement grounding strategies (RAG, tool use, verification) to detect and mitigate hallucinations.

Tags

#factual-accuracy#grounding#RAG#reliability
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