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Hallucination

A confident, fluent, wrong answer.

how it works · the vocabulary

confabulation

A language model predicts plausible text, and a plausible falsehood scores as well as the truth unless something anchors it. Retrieval, tools and citation reduce it; no amount of prompting removes it. The practical rule is to make the model quote a source rather than trust it to recall one.

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AgentAgent memoryAlignmentAutoregressiveBM25ChunkingCold startComputer use