Researchers have found the cause of hallucinations in LLMs, H-Neurons: On the Existence, Impact, and Origin of Hallucination-Associated Neurons in LLMs

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https://arxiv.org/abs/2512.01797

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So, their approach can be used to flag likely hallucinated output and warn the user?

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