cyb/optica/tests/fixtures/pages/Collective Focus Theorem.md

A mathematical framework for understanding consensus emergence in distributed systems.

Core Principles

  • The theorem establishes that collective attention in a network follows predictable patterns
  • These patterns emerge from the interaction of individual agent focus with network topology
  • Related to work on Bostrom network GPU consensus

Biological Parallels

  • Mycorrhizal Networks exhibit similar consensus patterns
  • The "wood wide web" demonstrates natural distributed intelligence

Implementation

Graph