Last Update: 08/01/2026 at 11:01 AM EST

AI Governance Themes

The broad forces earning attention over time

Themes Active

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Themes Inactive

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AI Assurance SystemsTopics 9The development of technical and procedural systems for evaluating, auditing, certifying, documenting, and continuously testing AI systems.
AI Enforcement LiabilityTopics 2The emergence of legal accountability for AI-related harms, misleading claims, compliance failures, unsafe deployment, and defective governance controls.

AI Labor TransitionTopics 1The social and policy challenge of managing AI-driven changes to employment, skills, worker bargaining power, job displacement, and workplace surveillance.
AI Regulatory FederalismTopics 7The enduring struggle over which level of government should set AI rules, how state laws coexist with federal frameworks, and whether national preemption should override local experimentation.

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