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Michelangelo Naim

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#artificial intelligence Preprint Oct 2026

Slaying the Hydra: Interaction-Aware Circuit Discovery in Language Models

Localizing behavior to individual components of a language model is a central goal of mechanistic interpretability. However, scoring components one at a time misses context-dependent effects: a primary component can inhibit the activation of a backup, leading to issues with ranking components. Actual causality studies...

Sankaran Vaidyanathan, R. Urbaniak, Emily Bunnapradist et al. · 0 citations

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