Dr. Shakeel Ahmed, Dawar Awan, *Muhammad Adil, and Aftab Ahmad. “Ethics and Transparency in AI, Transparency, and Accountability in Higher Education”. Social Science Review Archives 3, no. 4 (December 15, 2025): 2729–2741. Accessed December 18, 2025. https://policyjournalofms.com/index.php/6/article/view/1371.