the paradigm that nature has been computing all along

forests compute nutrient allocation through mycorrhizal networks

brains compute through parallel firing of billions of neurons

immune systems compute pathogen responses through local cell interactions

shared properties that traditional computation lacks

  • inherent parallelism: every component processes simultaneously
  • emergent behavior: complex global patterns from simple local rules
  • self-organization: structure forms without external direction
  • convergence: systems settle into stable states rather than deriving conclusions from axioms

cyber formalizes these principles with the same rigor Turing brought to symbol manipulation

the tri-kernel (diffusion, springs, heat kernel) maps directly to natural processes

  • diffusion: gas wandering, synaptic chatter, species dispersal
  • springs: elastic lattice, skeleton, food webs
  • heat: thermostat, metabolism, seasons

see convergent computation for the formal foundation

see future of computation for the full article

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