source boundary
frontier-owneddeclared
A source record is provenance. It supports a finding only through evidence atoms, extraction spans, and reviewed finding bundles.
frontiers / frontier
Source record
back to sourcessource boundary
frontier-ownedA source record is provenance. It supports a finding only through evidence atoms, extraction spans, and reviewed finding bundles.
finding bindings
record contextFindings bound to this source through source ids, evidence atoms, provenance, or reviewed source-record slots.
evidence atoms
materializedEvidence atoms pin exact spans, measurements, selectors, or curation assertions to the source.
review context
inspectable1 reviewable changes and 0 evaluations are attached through this source or its findings.
Locator and citation
locator
title:Discovering Transformer Circuits via a Hybrid Attribution and Pruning Framework (2024)
imported
2026-05-29T02:57:20.482710+00:00
extraction mode
manual_curation
authors
reviewer:will-blair
Caveats
No source-specific caveats are recorded.
observational · vf_3cbd8304240a3219
Hybrid circuit discovery (combining Edge Attribution Patching with Edge Pruning) achieves 46% speedup over pure pruning while maintaining faithfulness, yet misses cooperative multi-head inhibition patterns that EAP alone cannot detect due to zero individual attribution scores.
events
vev_f0522cc4982bb4b2finding.assertedManual finding added to frontier state
reviewer:will-blair · 2026-05-29
reviewable changes
vpr_1241403e12eb35bdfinding.addManual finding added to frontier state
applied · reviewer:will-blair · 2026-05-29
evaluations
No evaluation rows are attached.