How Do I Stop an LLM From Guessing When It Is Unsure?

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I’ve spent twelve years building QA programs for enterprise knowledge products. If there is one thing I’ve learned, it’s that the "hallucination problem" is not a bug—it’s a feature of probabilistic next-token prediction