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
boundResidual stream activations show 30-50% higher seed consistency than individual attention head activations across model refits, suggesting residual-level features rather than head-specific circuits provide more robust ground truth for circuit discovery and universality claims.
inspect finding →
source binding
source-boundvs_bd3d16868b182c1d
inspect source →
review context
unverified1 reviewable changes and 0 evaluation records target this atom or its bound objects.
Evidence statement
Residual stream activations show 30-50% higher seed consistency than individual attention head activations across model refits, suggesting residual-level features rather than head-specific circuits provide more robust ground truth for circuit discovery and universality claims.
extraction method
manual_curation
support relation
unknown
condition refs
vcnd_7dec6d8368ff7cb9
Caveats
events
vev_b3ffb68e18e1115ffinding.assertedManual finding added to frontier state
reviewer:will-blair · 2026-05-29
reviewable changes
vpr_9dbf934c907e59d5finding.addManual finding added to frontier state
applied · reviewer:will-blair · 2026-05-29
evaluations
No evaluation rows are attached.