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Locator and citation
locator
title:Weight-sparse transformers have interpretable circuits (2024)
imported
2026-05-29T02:57:20.571986+00:00
extraction mode
manual_curation
authors
reviewer:will-blair
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theoretical · vf_7a690fac11e87c30
Weight-sparse transformers (<40% parameter density) develop interpretable, disentangled circuits that require fewer and more modular causal intervention points compared to dense models, predicting that sparse models allow subcircuit discovery 3-5× faster than dense equivalents.
events
vev_37eb8660a46505b8finding.assertedManual finding added to frontier state
reviewer:will-blair · 2026-05-29
reviewable changes
vpr_b07b6fa03b8b84a1finding.addManual finding added to frontier state
applied · reviewer:will-blair · 2026-05-29
evaluations
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