Beyond Ethical Principles: A Comparative Review of National and Institutional AI Policies in Higher Education
The rapid diffusion of artificial intelligence (AI) into higher education has produced a proliferation of ethical guidelines, national strategies, and institutional policies. Yet convergence around principles such as transparency, fairness, and accountability has not produced consistent governance outcomes across conte...