Intrinsic Geometry / Coordinate Independence

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

• Geometryconcept0.711
  The actual shapes and spatial relationships of buildings, essential to living structure.
• principled control via internals using geometryconcept0.694
  Claim that geometry enables accurate intervention; steering moves from direction-finding to geometry-finding.
• Geometry of Interactionconcept0.691
  Dynamic model connecting logic to geometry through explicit treatment of information flow and interaction; demonstrates emergent logical complexity from simple copy-cat processes.
• concept geometryconcept0.689
  The spatial/geometric organization of conceptual structure within neural network representations; central to the paper's thesis.
• Cyclic Geometryconcept0.686
  One of the geometric structures used to characterize reasoning task representations in language models, used as a test case for manifold steering
• real-world geometryconcept0.685
  The structured geometry present in the external world (e.g., circles, spatial manifolds) that networks learn to mirror.
• Inter-Trait Geometryconcept0.683
  The geometric relationships among Big Five trait steering vectors in activation space, found to be preserved across architectures
• Physical Dynamics Geometryconcept0.682
  The geometry corresponding to physical dynamics, instantiated in the video world model test domain