Artificial Intelligence in Higher Education: A Practical Guide for Institutions in Ireland and the EU
Higher-education institutions should treat generative AI as an institution-wide capability and governance issue rather than as a single teaching tool. A responsible approach begins with clear educational and operational purposes, approved tools and data boundaries, transparent rules for students and staff, redesigned assessment where necessary, role-based AI literacy, source verification and documented human oversight. Institutions in Ireland and the EU also need to account for GDPR, copyright, consumer and equality obligations, contractual commitments and the phased application of the EU AI Act. The goal is not unrestricted adoption or blanket prohibition; it is controlled use aligned with learning, research and service outcomes.