This week’s AI & Higher-Education Global Brief highlights a decisive shift from experimentation to institutionalization. Across campuses, leaders are confronting mounting governance pressure, faculty workload strain, and assessment integrity concerns as AI adoption accelerates. The stories reveal a clear pattern: sustainable integration now depends less on tool deployment and more on policy clarity, infrastructure maturity, and faculty capacity building.