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V∞ Civilization Evolution Simulator

Civilization = Palace × Coupling × Evolution

The V∞ (V-infinity) Civilization Evolution Simulator simulates how Palace tag topologies evolve under platform economics — proving that decentralized low-tax systems outperform centralized monopolies in long-term ont_self growth, innovation rate, and wealth equality.

Quick Start

pip install v-inf-simulator

# Run default simulation (300 agents, 200 steps)
v-inf-sim

# Experiment 1: Centralized vs Decentralized
v-inf-sim --exp1

# Experiment 2: Diversity vs Monopoly
v-inf-sim --exp2

Key Results

Experiment Configuration ont_self Growth New Palaces
Centralized monopoly 30% platform tax 223.26 1.46x Low
Decentralized V∞ 5% platform tax 253.06 1.67x High
Single-monopoly M=0.98 Uniform convergence 214.41 1.39x 17
Diverse ecology M=0.3-0.7 Dynamic M regulation 200.28 1.44x 22

Core Mechanisms

  • Dynamic Tax Rate: Automatically adjusts based on M convergence value (M>0.7 → tax cut by 50%, M<0.3 → tax raised by 50%)
  • M-value Golden Zone Regulation: auto_m_regulation() maintains M in 0.5-0.7 range
  • Palace Lifecycle Management: Automatically eliminates underperforming Palaces (growth <10% over 3 steps)
  • Cross-Palace Knowledge Transfer: Transfers 5% coupling from high-ont to low-ont Palaces
  • Health Score: ont * growth * (1-|M-0.6|) * (1-tax_rate/2)

Citation

@software{zheng2026vinf,
  author = {Zheng, Yiting},
  title = {V∞ Civilization Evolution Simulator},
  year = {2026},
  url = {https://github.com/anomalyco/SiliconLifeOS}
}

License

Apache 2.0 — see LICENSE.

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