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-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
Evaluating Sparse Autoencoders for Monosemantic Representation (2024); Sparse Autoencoders Find Highly Interpretable Features in Language Models (2023)
authors
reviewer:will-blair
What is the minimal SAE expansion factor needed to eliminate the remaining ~10% polysemantic neurons in LLM features, and does this threshold depend on model size, dataset, or semantic domain?
vs_47c534f38adcf038 · manual_curation
outgoing
No outgoing links.
incoming
No incoming links.
events
vev_b737ba0ff9ad3c39finding.assertedManual finding added to frontier state
reviewer:will-blair · 2026-05-29
reviewable changes
vpr_eea427b654447053finding.addManual finding added to frontier state
applied · reviewer:will-blair · 2026-05-29
evaluations
No evaluation record targets this finding id.