concept
active
concept:deeper-layers-16-28deeper layers (16–28)
Layers where anchoring weakens systematically due to representational drift.
Neighborhood — ranked by edge-count
Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- Layers with weak anchoring due to generic representations.
- Task-specific peak anchoring score for structured reasoning domains.
- Task-specific interpretation of E3 anchoring pattern differences
- Interpretation of E3 layer-wise results; motivates targeted UCCT interventions at layers 8-12
- The author explicitly ties the empirical photographs to his theoretical structure.
- Median layer where S(ℓ) peaks, across seeds.
- Claim that geometry-to-behavior correlates exist
- Thought detection peaks at ~2/3 layer depth; intention checking peaks at ~1/2 layer depth.finding0.725Lindsey (2026) differential layer performance explained by Janus's path combinatorics — different tasks use different path distributions.