This session examines infrastructure for building trusted AI systems at population scale. As nations deploy AI in sensitive domains like healthcare and finance, the discussion explores how secure architectures protect privacy while enabling innovation. Panelists discuss zero-trust frameworks, specialized workforce development, and energy-efficient secure computing. This operationalizes the People and Progress Sutras through the Safe and Trusted AI Chakra, ensuring AI adoption remains inclusive, secure, and equitably shared.