record state
frontier-ownedReview status
This finding is part of accepted frontier state. Review events, reviewable changes, and proof state explain how it can change.
unreviewed
frontiers / frontier
Finding bundle
back to staterecord state
frontier-ownedThis finding is part of accepted frontier state. Review events, reviewable changes, and proof state explain how it can change.
finding statement
finding typeNo entity list is declared.
evidence
source-boundtheoretical · manual state transition
proof impact
packet context1 reviewable changes and 0 evaluation records are attached to this finding id.
Evidence and conditions
method
manual state transition
evidence type
theoretical
conditions
Provenance
source title
Weight-sparse transformers have interpretable circuits (2024)
authors
reviewer:will-blair
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.
vs_ad78c3c984009cfb · manual_curation
outgoing
No outgoing links.
incoming
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
No evaluation record targets this finding id.