Welcome to the UVAI Project, a hands-on course where students and course facilitator(s) investigate how AI is built and deployed, who gains or loses power, and what guardrails (technical, legal, organizational, and societal) can promote safety, inclusion and trust.
This site showcases applied projects, case studies, and public-facing resources that translate research into action on AI risk and safety, governance models, privacy, bias and fairness, generative media and information integrity, campaigns and elections, the future of work, and environmental impacts.