discussing only for dunbar scale (150 ppl)

<7 => simple threshold multisig

<150 =>

  • problems
    • voting appathy
    • majority and minority tyranny
    • limited attention
    • not a profesional
    • lack of incentives
    • vote buying
    • collusions
    • free riding
  • tools
    • coin weighting
    • quadratic
    • conviction
    • time locks
    • dynamic thresholds
    • decay

quadrant of governance

no personal incentive personal incentive
discrete democracy prediction markets
continuous gauge voting Shapley value

decision types

discrite => d/futarchy => dutarchy

contioniuos

  • yuma consensus => Shapley value => https://github.com/cyberia-to/cybernet
    • undefined
  • quadratic measurements
    • add more fairness

future: communications => coordination graphs => auto inference

collective focus

research is ongoing

fairness in cyber: token-weighting ties influence to verifiable stake, not identity. no single neuron can monopolize focus — the collective focus theorem guarantees convergence to a distribution shaped by the full topology, not by any individual position

Local Graph