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While Generative Artificial Intelligence (GAI), particularly tools powered by Large Language Models (LLMs), offer benefits in teaching and learning, they also raise critical concerns about academic integrity, fairness in examinations d ue to their potential for generating educational content. This evolving landscape requires higher education institutions to rethink their assessment models, e
