Dr. G. Purushothaman, Dr. S. Ganapathy

Generative AI and Academic Integrity in Higher Education: Challenges and Future Directions

It is argued that detection-centred enforcement is a structurally weak control and proposed instead a layered institutional framework in which policy and governance, pedagogy and assessment redesign, and technology-based assurance operate as mutually reinforcing controls, sustained by a continuous audit and improvement cycle.