concept
active
concept:long-range-coherencelong-range coherence
Ability to maintain structural consistency over extended sequences
Neighborhood — ranked by edge-count
Papers (1)
paper
Concepts (3)
concept
- Long-range coherence in sequencesrelated_tosame_asAbility to maintain organized behavior over extended scales; shown limited in flat autoregressive models, enabled in hierarchical/biological systems.
- Coherencerelated_toA property that makes a segment of space stand out as a center; determined by symmetry, connectedness, convexity, etc.
- flat autoregressive LLMsassociated_withLarge language models without hierarchical structure, challenged by long sequences
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 functional role consciousness plays: minimizing constraint violations between simultaneously active partial models of reality
- The ability to integrate spending efficiency, resource discipline, and adaptive phase play under competitive pressure.
- Persistence of a macroscopic pattern across large scales; necessary for maintaining coherent outputs or structures
- Finding that relative coherence rankings remain constant across different people and across different cognitive processing tasks (description, memorization, tachistoscopic recognition), establishing coherence as an objective feature of cognitive processing
- The property of a building's structural order having its own laws and beauty independent of surroundings; the source of the brutal moment's necessity
- Von der Malsburg's concept, adopted by the paper, that consciousness is a coherence-maximizing pattern minimizing constraint violations between simultaneous partial models
- Alexander's argument that alongside empirical predictive force, the coherence of a theory's parts is a primary scientific criterion for truth.