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
- Applied in projects/Cyber Valley community governance
- Three years of empirical data from 1000+ agents