AI Hubs and Multilingual AI

Design a comparative roadmap for building national AI infrastructure that accelerates multilingual AI development, from data governance and localization to talent pipelines and public-private partnerships. Assess trade-offs between centralized vs decentralized AI systems, and outline metrics for evaluating societal impact.