State University of New York campuses must establish or update artificial intelligence guidelines by the end of the year under a binding AI governance policy passed in May. The requirements include standards for bias evaluation, student data privacy, and responsible AI use. The mandate leaves SUNY IT and governance teams responsible for evaluating AI vendors, building workflows for governance decisions, and protecting institutional data while scaling responsible AI adoption across 64 campuses. For public-university IT leaders, the operational challenge is to align procurement, model risk management, and student-facing data practices with compliance expectations that can affect academic systems, learning analytics, and AI-enabled administrative tools. The policy also signals a broader regulatory direction—moving AI from ad hoc pilots toward structured governance, measurable risk controls, and documented vendor accountability.