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concept:topological-constraints-on-self-organisationTopological Constraints on Self-Organisation
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- Diverse Intelligenceassociated_withResearch program studying intelligence at multiple scales and substrates; proposed as relevant to implications of mnemonic improvisation.
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- Unconventional Computationmembers_of
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- Scale Inseparabilityassociated_withCentral tenet: biological computation is fundamentally non-modular; molecular, cellular, and population scales bidirectionally co-determine each other without privileged level.
- Local Hamiltonianassociated_withSum of windowed Hamiltonians with same window length; a key construct introduced in the paper to model local interactions on graphs
- Activation-Behavior Manifold Isometryassociated_with
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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.
- Core framework: necessary conditions on graph topology for ordered phases to exist in locally-interacting systems.
- Main framework: uses scaling of free energy under domain wall formation to determine whether local interactions can sustain ordered phases based on graph topology alone
- Central interpretive claim of the paper: the ability to maintain long-range order is determined by interaction topology, not substrate.
- Linking self-organisation to cognition and navigation of configuration space
- Phenomenon of spontaneous long-range order emerging from local interactions; central phenomenon explained by topological constraints
- Spontaneous emergence of long-range order in networks; modeled as neural and basal cognition.
- The restriction imposed by the structural prior that every deployed QRF must distinguish agent from world.