AI in higher education has shifted from novelty to obligation. This week’s brief spotlights accreditation and accountability: C-RAC’s sector-wide AI statement, UNESCO’s governance training, and concrete campus actions and research tools. The message is clear—institutions must evidence ethical use, faculty readiness, and data integrity to sustain credibility.