concept
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concept:sequential-geometrySequential Geometry
A geometric structure characterizing sequential reasoning task representations, used as a test case for manifold steering
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Concepts (1)
concept
- Neural Representation Geometryassociated_withThe broader conceptual framework that neural activations exhibit non-Euclidean geometric structure causally linked to behavior.
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.
- The actual shapes and spatial relationships of buildings, essential to living structure.
- A more complex geometric structure used to characterize in-context learning task representations
- One of the geometric structures used to characterize reasoning task representations in language models, used as a test case for manifold steering
- 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.