concept
active
concept:data-structuresdata structures
Conventional programming constructs like variables, arrays; claimed unnecessary for Elephant programs.
Neighborhood — ranked by edge-count
Concepts (2)
concept
- distributed data structuresrelated_toData structures stored as collections of tuples in tuple space, accessible to many processes.
- Structure in computationrelated_toThe actual computational operations a model performs, which the paper argues need not mirror representational structure
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 structuring technique where each element of a result is computed by a separate process that turns into a data element; enables fine-grained parallelism.
- The central question of whether representational geometry implies corresponding computational structure
- A hierarchical branching structure with single-parent nodes, which Alexander rejected for urban design.
- Training data with inherent geometric or relational structure, which induces geometric organization in model internals.
- The meaningful organization of concepts in a model's representation space, claimed to be better captured by manifolds than by SAEs.
- The large-scale organizational pattern of a system whose preservation defines wholeness-preserving transformations
- Hidden or underdeveloped structures existing 'between the lines' of a configuration that can be enhanced and developed through harmony-seeking computation.