The growing presence of generative artificial intelligence within the wider academic ecosystem has acquired momentum at a time when Indian higher education is already undergoing policy restructuring with National Education Policy’s emphasis on multidisciplinary education, flexibility, and student-centred learning. That restructuring is now moving into its regulatory phase with the Viksit Bharat Shiksha Adhishthan Bill which is one of the most consequential structural reforms to the system in decades...