Book
Open access
Jul 2026
From Restriction to Empowerment: Responsible AI Governance in Higher Education
Regression analysis showed that AI familiarity, frequency of use, and policy awareness were significantly associated with stronger support for empowerment-oriented governance, which inform a five-pillar framework for responsible AI integration encompassing AI Literacy Integration, Stage-Based Access, Transparent Use Norms, Assessment Innovation, and Faculty Development.
A. Akib, Mohammad Aseer Intisar, Md. Sabbir Ahmed et al.
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