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concept:metabolic-embedding-and-constraint

Metabolic Embedding and Constraint

Energy scarcity drives brain's computational architecture; multiscale integration emerges as metabolic optimization strategy; absent in current AI systems.

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Hypotheses (1)

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Concepts (1)

concept
  • Biological Computationalism
    implements
    Core theoretical framework: consciousness requires hybrid (discrete + continuous), scale-inseparable, metabolically embedded computation distinct from von Neumann architecture.

Related by similarity (8)

cosine ≥ 0.65 · no typed edge

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

  • Metabolic Constraints as Architectural Driverconcept0.796
  • Metabolismconcept0.743
    The process by which an organism exchanges material and energy with its environment, extracting negative entropy.
  • opacification of the constraintconcept0.728
    The process by which contemplative practice makes the structural prior visible and subject to modelling.
  • Vector Embedding Representationconcept0.718
    The specific type of representation studied in the paper: function f: X→R^n assigning feature vectors to inputs
  • Mutual Embeddingconcept0.718
    A reinforcing interlock between different materials, mentioned alongside Deep Interlock in West Dean construction.
  • Embedmentconcept0.714
    Technique where text is nested hierarchically within another, using indentation and margins to create subordinate orders of detail within an overarching embrace.
  • Constraints as Causesconcept0.713
    Key reframing: contextual constraints (both bottom-up and top-down) replace mechanistic causation in explaining action.
  • self/environment partition constraintconcept0.709
    The restriction imposed by the structural prior that every deployed QRF must distinguish agent from world.