concept
active
concept:geometryGeometry
The actual shapes and spatial relationships of buildings, essential to living structure.
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Concepts (3)
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- Geometry of featuresrelated_toResearch thread within About Blank concerning the structure and relational properties of neural network feature representations; covariance pooling tangentially supports this thread.
- Graph Geometryrelated_toA more complex geometric structure used to characterize in-context learning task representations
- real-world geometryrelated_toThe structured geometry present in the external world (e.g., circles, spatial manifolds) that networks learn to mirror.
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.
- A geometric structure characterizing sequential reasoning task representations, 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.
- Proposed interpretability primitives that respect the geometric structure of representations, as opposed to atomized SAE features.
- The underlying geometric structure in a work that actually produces the felt feeling; a concrete configuration that generates the intended emotional quality.
- Murray Shanahan's part-time employer and provider of LLM technology.
- Chvykov and Hoel's geometric extension of causal emergence to continuous systems using Fisher information.
- The process through which form is created by successive differentiating operations, not by adding parts.
- Dynamic model connecting logic to geometry through explicit treatment of information flow and interaction; demonstrates emergent logical complexity from simple copy-cat processes.