Author

Edward G. Friedman

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#artificial intelligence Preprint Sep 2026

Circuit-Diff: Factual Edit-based Intervention Method for Localizing Knowledge in Attribution Graphs

To make CLTs easier to use for circuit discovery, Circuit-Diff is introduced, which intervenes on the model itself with a low-rank factual edit and takes the features whose role in the attribution graph changes under that edit as related to the edited knowledge.

Edward G. Friedman, Xiang-Chen Song · 0 citations