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Mustafa Kayyali

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#generative ai Book Sep 2026

Adaptive and Personalized Assessment Pathways Enabled by GenAI

Assessment in higher education is no longer confined to fixed tests, uniform rubrics, or end-point measurement. With the rise of Generative AI, assessment can become more adaptive, dialogic, and responsive to the diverse ways students learn, struggle, and demonstrate understanding. This chapter explores how GenAI can s...

Mustafa Kayyali · 0 citations

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