concept
active
concept:latent-reasoning

latent reasoning

Reasoning approach using learnable hidden embeddings.

Neighborhood — ranked by edge-count

Concepts (2)

concept
  • latent methods
    associated_with
    Methods that use latent reasoning; lack task generalization and are difficult to train with autoregressive parallelization.
  • The component used in latent reasoning to perform internal computation.

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.

  • latent patternsconcept0.820
    Statistical regularities stored in pretrained models.
  • Latent entitiesconcept0.809
    Entities that become visible as centers in a configuration (e.g., rectangles of white space around a dot) that were not present before.
  • Latent Structuresconcept0.799
    Hidden or underdeveloped structures existing 'between the lines' of a configuration that can be enhanced and developed through harmony-seeking computation.
  • Output of alignment map ϕ applied to DNN hidden states; basis for distributed causal abstraction
  • Latent Stitchmethod0.786
    Baseline method using a single orthogonal matrix trained to map source latents to target latents via CL auxiliary loss without behavioral objective.
  • visual reasoningconcept0.786
    Visual reasoning tasks often interleaved with intermediate visual states; promising direction in the field.
  • The paper's central construct: a vector in LLM activation space encoding the transition between reflection levels.
  • Latent Centersconcept0.784
    Configurational entities existing implicitly in a structure; guide perception and generation of next morphogenetic step; exemplified in St Mark's square cycles.