From Legal Threshold to Runtime Checkpoint: Operationalising the Substantial-Modification Test for Fine-Tuned GPAI Models
Oct 27, 202643 views
Japmandeep (Sunny) Ahluwalia is an AI Governance and Accountability practitioner focused on how AI systems influence real-world decisions. His work sits at the execution layer, examining where governance frameworks break when AI outputs translate into actions affecting people. With over 20 years of international experience across the UK, West Africa, and India, he brings a business-first perspective to responsible AI, bridging the gap between policy intent and operational reality. He is particularly interested in decision accountability, human oversight mechanisms, and the design of control points within AI-driven systems.