Why Language Models Hallucinate, according to OpenAI researchers

• September 7, 2025,
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Large language models often ‘hallucinate’ — producing fluent but unfounded claims – because training and evaluation reward confident answers over honest uncertainty. For leaders, these hallucinations are a governance problem: they misl..