Institutional Policy

Open research gaps

• The authors identify a critical gap: "no papers substantively addressed mission assurance: the process of ensuring that systems using AI continue to perform mission-essential functions under adverse c
• The authors identify several gaps and future directions: the need for harmonized and forward-looking regulatory frameworks addressing data privacy, algorithm transparency, accountability, and inequali
• The paper identifies the need for a replicable framework for governance gap analysis and highlights the importance of understanding how procurement governance and capability bundling can address gover
• The paper identifies that AI integration in higher education faces unresolved challenges related to trust, equity, and faculty adoption, suggesting these as areas requiring further investigation and f
• Need for development of comprehensive institutional and national policy frameworks for AI use; requirement for lecturer capacity-building programmes; necessity for strategic investment in digital infr