Societal AI Adoption

Analyze the societal integration of generative AI tools across households, workplaces, and public institutions. Identify key actors, barriers to access, skill requirements, and policy levers that promote equitable use while mitigating risks such as bias, misinformation, and privacy concerns. Propose a durable framework for ongoing assessment, governance, and citizen education that can be applied across economies.