AI Governance in a Global Race

Evaluate how multiple governance approaches—regulatory policy, industry standards, and public-private collaboration—shape innovation, safety, and equity in a high-stakes AI ecosystem. Compare national strategies and regional collaborations, then propose a scalable, multi-layered framework for responsible deployment, workforce transition, data governance, and ongoing oversight that protects public interest without stifling progress.