concept
active
concept:long-range-coherence-in-sequencesLong-range coherence in sequences
Ability to maintain organized behavior over extended scales; shown limited in flat autoregressive models, enabled in hierarchical/biological systems.
Neighborhood — ranked by edge-count
Concepts (2)
concept
- long-range coherencerelated_tosame_asAbility to maintain structural consistency over extended sequences
- Multiscale systemsassociated_withSystems prevalent in biology that can organize into complex patterns; architecture supports long-range coherence.
Findings (1)
finding
- Empirical observation explained by topological constraints: flat autoregressive architectures lack multiscale structure needed for long-range order.
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 property that makes a segment of space stand out as a center; determined by symmetry, connectedness, convexity, etc.
- Persistence of a macroscopic pattern across large scales; necessary for maintaining coherent outputs or structures
- Challenge of maintaining coherent persona or content over longer generated texts
- GPT-4.1-mini-rated 0-100 score measuring response coherence; used to detect side effects of steering
- Percentage of time a model's assessment of the veracity of base and entailed properties match, given the entailing statement is true.
- The interdependence of morphogenetic sequences, where each triggers others to repair the whole environment, analogous to arithmetic operations.
- The functional role consciousness plays: minimizing constraint violations between simultaneously active partial models of reality