Graph Geometry

A more complex geometric structure used to characterize in-context learning task representations

Neighborhood — ranked by edge-count

concept

Geometry
related_to
The actual shapes and spatial relationships of buildings, essential to living structure.
Neural Representation Geometry
associated_with
The broader conceptual framework that neural activations exhibit non-Euclidean geometric structure causally linked to behavior.

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.

topology of the graphconcept0.810
Graph structure constraining local interactions and ordering
real-world geometryconcept0.808
The structured geometry present in the external world (e.g., circles, spatial manifolds) that networks learn to mirror.
graph Hamiltonianframework0.803
Hamiltonian constructed from adjacency matrix and coupling strengths on a graph
Geometry of featuresconcept0.793
Research thread within About Blank concerning the structure and relational properties of neural network feature representations; covariance pooling tangentially supports this thread.
Sequential Geometryconcept0.792
A geometric structure characterizing sequential reasoning task representations, used as a test case for manifold steering
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
Causal Geometryframework0.771
Chvykov and Hoel's geometric extension of causal emergence to continuous systems using Fisher information.
In-context learning tasks with graph geometriesconcept0.765
Language model experimental setting with complex relational structure.