three local operators whose fixed point is cyberank

  • diffusion — explore via random walks
  • springs — structural consistency via screened Laplacian
  • heat — adaptation via graph heat kernel

the only operator families that survive the locality constraint required for planetary-scale computation. the tru runs the tri-kernel on the cybergraph in consensus, producing focus per particle

$$\phi^{(t+1)} = \text{norm}\big[\lambda_d \cdot D(\phi^t) + \lambda_s \cdot S(\phi^t) + \lambda_h \cdot H_\tau(\phi^t)\big]$$

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Dimensions

cyber/tri-kernel
Tri-Kernel Specification formal definition of the three local operators whose fixed point is cyberank. part of the cyber/core specification 1. The Three Primitives 1.1 Primitive M: Markov/Diffusion The transition matrix M = D⁻¹A (or column-stochastic P = AD⁻¹) governs probability flow:…

Local Graph