Adaptive Governance for Advanced AI: A Conceptual Foundation for Managing Complex Risks

2026

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AI-generated summary

1) This paper proposes a novel framework for adaptive AI governance that leverages complex systems science to manage the escalating risks of advanced AI.
2) - A conceptual foundation for adaptive AI governance, integrating principles of complexity science with democratic theory.
- Five key principles for effective adaptive governance: collectivity, adaptability, modularity, redundancy, and antifragility.
- A layered defensive architecture and diagnostic criteria for evaluating genuine adaptive governance.
3) AI governance, complex adaptive systems, adaptive governance, risk management, AI policy

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