concept
active
concept:disentangled-latent-basis

Disentangled Latent Basis

SAE-derived representation space where individual dimensions activate for distinct concepts, enabling cleaner steering

Neighborhood — ranked by edge-count

Related by similarity (8)

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

  • Adjacent ML literature on separating independent factors of variation; related to but distinct from the polysemanticity problem studied here
  • CIMC's characterization of part of the solution to the Hard Problem: insight into the structural necessities of phenomenal representation
  • Disentanglementframework0.777
    Related research agenda seeking representations that separate conceptually distinct factors; contrasted with superposition approach
  • latent reasoningconcept0.766
    Reasoning approach using learnable hidden embeddings.
  • latent patternsconcept0.763
    Statistical regularities stored in pretrained models.
  • Latent Structuresconcept0.750
    Hidden or underdeveloped structures existing 'between the lines' of a configuration that can be enhanced and developed through harmony-seeking computation.
  • The categorical representation produced by the VAE encoder; used as input to the self-prior and policy networks
  • Output of alignment map ϕ applied to DNN hidden states; basis for distributed causal abstraction