evidence boundary
unknowntheoretical
An evidence atom is an inspectable support unit. It is not a finding by itself; it supports or challenges a finding through review.
frontiers / frontier
Evidence atom
back to sourcesevidence boundary
unknownAn evidence atom is an inspectable support unit. It is not a finding by itself; it supports or challenges a finding through review.
finding binding
boundContextual decomposition for transformers (CD-T) explains contribution of input feature combinations without model modification, predicting that CD-T scales to attribution of sub-circuit interactions (e.g., cross-layer attention) with <20% computational overhead compared to activation patching.
inspect finding →
source binding
source-boundvs_40006cec800a3ba9
inspect source →
review context
unverified1 reviewable changes and 0 evaluation records target this atom or its bound objects.
Evidence statement
Contextual decomposition for transformers (CD-T) explains contribution of input feature combinations without model modification, predicting that CD-T scales to attribution of sub-circuit interactions (e.g., cross-layer attention) with <20% computational overhead compared to activation patching.
extraction method
manual_curation
support relation
unknown
condition refs
vcnd_87ddcb8c28d37d6f
Caveats
events
vev_0a8f50d87e202293finding.assertedManual finding added to frontier state
reviewer:will-blair · 2026-05-29
reviewable changes
vpr_5f008439a8be9d6dfinding.addManual finding added to frontier state
applied · reviewer:will-blair · 2026-05-29
evaluations
No evaluation rows are attached.