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 stateno incoming links yet
record 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-boundcomputational · manual state transition
proof impact
packet context2 reviewable changes and 0 evaluation records are attached to this finding id.
Evidence and conditions
method
manual state transition
evidence type
computational
conditions
Provenance
source title
mechinterp causal sweep
authors
agent:replicator
Individual induction heads in gpt2-medium are highly redundant: the top-3 attention-scoring heads contribute single-ablation deltas of only 0.048 (L9H9), 0.011 (L11H1), and 0.024 (L18H5) against a 29-head group delta of 8.586 — each under 0.6% of the group effect — indicating dense distributed representation across the ensemble.
vs_2a6614cf8c092119 · manual_curation
outgoing
No outgoing links.
incoming
No incoming links.
events
vev_0032cf66707fb0c7finding.assertedManual finding added to frontier state
agent:replicator · 2026-05-29
vev_3412dc672cbe0d15finding.caveatedVerifier caution: Same methodology as finding 1; the <0.6% contribution claim is valid for the repeated-token task. However, this finding lacks error bars, significance testing (p-values), or confidence intervals. The per-seed deltas are not reported, making it impossible to assess noise. Addition
reviewer:will-blair · 2026-05-29
reviewable changes
vpr_f36e647df1a9cba4finding.addManual finding added to frontier state
applied · agent:replicator · 2026-05-29
vpr_438beac177da1cb4finding.caveatVerifier caution: Same methodology as finding 1; the <0.6% contribution claim is valid for the repeated-token task. However, this finding lacks error bars, significance testing (p-values), or confidence intervals. The per-seed deltas are not reported, making it impossible to assess noise. Addition
applied · reviewer:will-blair · 2026-05-29
evaluations
No evaluation record targets this finding id.