AI Governance Already Has a Track Record. We Just Haven't Read It.

Brief arguing that AI governance can draw directly on constitutional history: the same five Governance Twin functions (sentinels, council, historian, evidence bundles, EMV) appear across centuries of polity-scale governance and can be lifted into runtime governance for agentic AI. Concept DOI: 10.5281/zenodo.20125757.

Concepts

• Governance Twin
• Polity Governance Twin
• AI Governance Twin
• Embedding Depth
• Co-Evolution Rate

Keywords

• Constitutional History
• Comparative Cases
• Runtime
• Drift
• Shadow Polity GT

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