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 context1 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 wave2
authors
agent:replicator
Across the 9 successfully-swept models spanning 70M-1B params and four architecture families (Pythia 70m/160m/1b, GPT-2 distil/base/medium/large, OPT-125m, GPT-Neo-125M), induction-head COUNT rises with model size only within a fixed architecture (GPT-2: 6->15->29->34; Pythia: 5->18 from 70m to 160m) but NOT globally: Spearman(params, head-count)=+0.60 and the largest model pythia-1b regresses to just 10 heads. The group-ablation EFFECT does not scale with size at all (Spearman(params, group-delta)=-0.12; range 4.87-11.52 nats with no size trend). The robust scaling claim is therefore: detecte
vs_77dbc3bbe15ee463 · manual_curation
outgoing
No outgoing links.
incoming
No incoming links.
events
vev_3caf9204d9e850eefinding.assertedManual finding added to frontier state
agent:replicator · 2026-05-29
reviewable changes
vpr_f05ad7efc4a95e78finding.addManual finding added to frontier state
applied · agent:replicator · 2026-05-29
evaluations
No evaluation record targets this finding id.