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Peyman Passban

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Preprint Jun 2026

Readable but Not Controllable: Neuron-Level Evidence for Medical LLM Hallucination

It is shown that a simple, carefully conditioned probe can reliably detect hallucination, and the results suggest that hallucination mitigation is not simply a matter of identifying the right neurons, and point to a deeper separation between what representations reveal and what they allow us to change.

Vijay Vankadaru, Asha Matthews, Tanya Roosta et al. · 0 citations