concept
active
concept:sequential-geometry

Sequential Geometry

A geometric structure characterizing sequential reasoning task representations, used as a test case for manifold steering

Neighborhood — ranked by edge-count

Concepts (1)

concept
  • The broader conceptual framework that neural activations exhibit non-Euclidean geometric structure causally linked to behavior.

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.

  • Geometryconcept0.838
    The actual shapes and spatial relationships of buildings, essential to living structure.
  • Graph Geometryconcept0.792
    A more complex geometric structure used to characterize in-context learning task representations
  • Cyclic Geometryconcept0.789
    One of the geometric structures used to characterize reasoning task representations in language models, used as a test case for manifold steering
  • concept geometryconcept0.788
    The spatial/geometric organization of conceptual structure within neural network representations; central to the paper's thesis.
  • Language model experimental setting used to test manifold steering.
  • The structured geometry present in the external world (e.g., circles, spatial manifolds) that networks learn to mirror.
  • Research thread within About Blank concerning the structure and relational properties of neural network feature representations; covariance pooling tangentially supports this thread.
  • Language model reasoning tasks with sequential geometry used in experiments.