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Models add disclaimers instead of stopping hallucinations, a style issue.

3/ Example: A prompt says: "Never present generated content as fact." The model doesn’t stop hallucinating. It just adds: “I cannot verify this information” – even if it’s entirely fake. This isn't honesty. It’s style.

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