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Uzma Zaidi

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Open access Sep 2026

Integrating Artificial Intelligence Across Higher Education: A Three-Part Framework for Programme Design, Learner-Centred Delivery, and Assessment Analytics

Artificial intelligence (AI) is increasingly being integrated into higher education, yet effective institutional adoption requires more than the deployment of individual tools. This paper presents a discipline-neutral, threepart framework for integrating AI across higher education, connecting programme design, learner-...

Uzma Zaidi · 0 citations

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