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    <title>Hallucinations on jamesm.blog</title>
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      <title>AI Hallucinations: Understanding and Mitigating False Outputs</title>
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      <description>What hallucinations actually are, why the word is a slightly misleading import from psychiatry, why no model will ever stop producing them entirely, and the small set of techniques that genuinely move the dial on false outputs in production.</description>
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