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
boundWhy do middle layers (l=8-12 in 24-layer models) show 40-60% lower attention head seed consistency despite being most performant for downstream tasks, and does this instability reflect genuine functional redundancy or suboptimal training dynamics?
inspect finding →
source binding
source-boundvs_3cd33009aa660811
inspect source →
review context
unverified1 reviewable changes and 0 evaluation records target this atom or its bound objects.
Evidence statement
Why do middle layers (l=8-12 in 24-layer models) show 40-60% lower attention head seed consistency despite being most performant for downstream tasks, and does this instability reflect genuine functional redundancy or suboptimal training dynamics?
extraction method
manual_curation
support relation
unknown
condition refs
vcnd_1de811a1c74ddc83
Caveats
events
vev_3c6f745a2673ec8ffinding.assertedManual finding added to frontier state
reviewer:will-blair · 2026-05-29
reviewable changes
vpr_b5a5a2466ca6f4b7finding.addManual finding added to frontier state
applied · reviewer:will-blair · 2026-05-29
evaluations
No evaluation rows are attached.