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 staterecord 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-boundtheoretical · 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
theoretical
conditions
Provenance
source title
Beyond Induction Heads (2025); Induction Heads & In-Context Learning (emergentmind.com)
authors
reviewer:will-blair
Induction head circuits for pattern matching scale consistently from 13B to 70B models with preserved copy-match mechanism, but task-specific semantic variants (n-gram, concept-level) emerge without evidence that the base mechanism remains universally identical in larger models.
vs_a1bf940c53a584fa · manual_curation
outgoing
No outgoing links.
incoming
replicates · vf_841cfc4181456ee4
events
vev_88e7b8ee50f59e73finding.assertedManual finding added to frontier state
reviewer:will-blair · 2026-05-29
reviewable changes
vpr_8c00a76c1d5f64f8finding.addManual finding added to frontier state
applied · reviewer:will-blair · 2026-05-29
evaluations
No evaluation record targets this finding id.