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The chapter leverages socio-technical systems theory and international AI governance frameworks (to explore governance mechanisms, institutional control mechanisms (institutionally grounded oversight approaches), policy-design principles and incipient governance tensions. It puts forward a governance architecture combining ethical oversight, data governance, risk management, stakeholder participation and continuous evaluation to enable trustworthy consumption of inclusive sustainable AI with confidence in higher education. Finally, a brief conclusion with suggestions for policymakers and leaders of higher education institutions<\/jats:p>","DOI":"10.4018\/979-8-2600-4050-8.ch006","type":"book-chapter","created":{"date-parts":[[2026,9,2]],"date-time":"2026-09-02T18:44:16Z","timestamp":1788374656000},"page":"179-212","source":"Crossref","is-referenced-by-count":0,"title":["Policy Design for AI-Enabled Higher Institutions"],"prefix":"10.4018","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9921-5711","authenticated-orcid":true,"given":"Michael Oyedele","family":"Oyenuga","sequence":"first","affiliation":[{"name":"Woxsen University, India"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"2432","reference":[{"key":"979-8-2600-4050-8.ch006.-1","unstructured":"Adorni, G. (2025). 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