Integrity and Innovation
The tension between AI-driven personalization and academic integrity manifests as a dichotomy between efficiency and authenticity [4]. While AI enhances information literacy and resource management [3], it simultaneously challenges conventional assessment models. The analysis indicates that institutional responses in India are increasingly shifting from restrictive bans toward pedagogical integration and ethical literacy, reflecting a broader alignment with the national vision for educational transformation [2].