rank.md

---
icon: 🦠
tags: cyber, core
alias: cyber rank, particles weight, particles weights, cyberanks, cyberank
crystal-type: measure
crystal-domain: cyber
crystal-size: bridge
---
the number the tru assigns to every particle — probability of being observed by a [[random walking]] [[neuron]]. cyberank is focus materialized as a per-particle score

fixed point of the tri-kernel: `φ* = norm[λ_d · D(φ) + λ_s · S(φ) + λ_h · H_τ(φ)]`. integrates exploration (diffusion), structure (springs), and context (heat kernel). convergence guaranteed by the collective focus theorem

feeds karma, syntropy, standard inference, and sorting in cyb. the fundamental factor of implicit knowledge

see implementation for comparison with pagerank, pseudocode, and display format

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Graph