Tuesday, December 23, 2025

Remark on the Concept of AI Governance

Remark on the "Supra" Concept in AI Governance

In the discourse surrounding the governance of Artificial Superintelligence (ASI), the term "supra" has emerged as a critical, yet often underdefined, concept. It refers to governance mechanisms, institutions, or agreements that operate above the level of individual nation-states. The core premise is that challenges posed by ASI—particularly catastrophic or existential risks—are fundamentally global and cannot be managed through fragmented national policies alone.

Core Insight: The debate is not about whether a supra-national approach is needed for frontier AI risks, but about its form. The stark choice is between a supra-national "shutdown" (as in MIRI's preventative treaty) and a supra-national "govern-up" framework that seeks to manage risks while allowing controlled progress.

Two Competing Visions of "Supra" Governance

The "Supra-National Shutdown" Model (MIRI's Proposal) The "Supra-National Govern-Up" Model (Emerging Consensus)
This model advocates for a supra-national prohibition. It posits that the only safe path is to create a binding international treaty that preemptively halts the primary inputs (e.g., large-scale compute, specific research) required to reach ASI. Its function is preventative and restrictive by design. This model advocates for supra-national coordination and standardization. It focuses on building shared safety protocols, evaluation benchmarks, and regulatory sandboxes for frontier AI models. Its function is concurrent and managerial, aiming to govern development in real-time rather than stop it.
Exemplar: An international agency with inspection and verification rights over advanced AI chip fabrication and use, empowered to enforce a hard cap on computational scaling. Exemplars: The UK's AI Safety Institute facilitating international evaluations, or a potential global accord based on the Bletchley Declaration from the UK AI Safety Summit, focusing on shared safety research and risk assessment.

The Central Tension and Path Forward

The tension between these two visions highlights the fundamental dilemma in governing transformative technology: the trade-off between the precautionary principle and the pro-innovation principle. The "shutdown" model prioritizes the former absolutely, while the "govern-up" model attempts a precarious balance.

In reality, the current trajectory of global AI governance is leaning decisively toward the "govern-up" version of supra-nationalism. Initiatives are coalescing around:

  • Harmonizing Standards: Aligning national regulations (like the EU AI Act and US guidelines) to reduce fragmentation.
  • Building Common Knowledge: State-led safety institutes sharing evaluation results and threat assessments.
  • Crisis Coordination: Establishing communication channels and "circuit-breaker" protocols among major powers in case of a severe AI incident.

Final Remark on AI Governance

The concept of AI Governance is indispensable for addressing the systemic risks of ASI. However, MIRI's proposal represents its most radical, politically challenging instantiation—a supra-national veto. The more likely and evolving form is that of a supra-national steering committee: a framework for continuous coordination among sovereign states and actors, lacking ultimate authority to stop development but aiming to collectively guide and dampen its risks. The efficacy of this latter model in preventing a catastrophic race to ASI remains the central unanswered question of 21st-century technology governance.

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