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Author

Vinay Kumar Sankarapu

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Preprint Jul 2026

Faithfulness to Refusal: A Causal Audit of Neuron Selectors

Two paired audits built on one-shot neuron-row zeroing show that rank-stability proxies miss the kinds of selector failures a direct causal audit can surface, and audit selectors at the language-modeling level.

Ananth Eswar, Pratinav Seth, Utsav Avaiya et al. · 1 citation