Web Retrieval Claims vs Reality: Why the "73-86% Reduction in Hallucinations" Number Breaks Down

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Web-augmented models often advertise a 73-86% drop in hallucinations - what the numbers actually say The marketing claim is simple: add web search to a language model and hallucinations fall by 73-86%