a ranking score assigned to nodes in a knowledge graph by the tri-kernel — the fixed-point probability that a random process observes a given node
the tri-kernel computes cyberank by iterating three coupled processes — diffusion, springs, and heat — until the system reaches equilibrium. each particle in the cybergraph receives a score proportional to the focus that flows through its cyberlinks. the more neurons stake on paths leading to a node, the higher that node's cyberank
cyberank inherits from PageRank the idea of recursive importance: a node is important if important nodes point to it. the cyber variant replaces web hyperlinks with cyberlinks and replaces the uniform surfer with a focus-weighted walker whose teleportation distribution reflects real economic stake
the score serves as the canonical ordering of knowledge. search results, feed rankings, and karma calculations all derive from cyberank. when a neuron creates a new cyberlink, it redistributes focus across the graph, and the tru recomputes cyberank at the next round
because the computation is deterministic and fully on-chain, every node in the network arrives at the same ranking. this makes cyberank a shared, verifiable measure of collective attention — the consensus reality of what matters
see cyber/cyberank for the protocol specification
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