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News/Reference Feature Atlases for Mechanistic Auditing of Language Models
arxiv
PublishedJuly 28, 2026 at 4:00 AM

Reference Feature Atlases for Mechanistic Auditing of Language Models

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arXiv:2607.22570v1 Announce Type: new Abstract: Auditing a new language model usually means relearning and reinterpreting its internal features from scratch. We propose a reference feature atlas: a sparse feature library trained once on a reference panel and reused for new targets, which attach by f

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