Published in Economic Times, FINS, The Blunt Times, CIO Tech Outlook, News18, and The Explore Journal. Writing on AI governance, safety, geopolitics, and the Global South.
How AI, far from democratising opportunity, accelerates inequality between developed and developing economies. Analyses data access asymmetry, compute disparity, and how training pipelines systematically exclude the Global South.
A grounded, practitioner-level look at the real mechanisms of AI safety — RLHF, red-teaming, constitutional AI, and model cards. What works, what doesn't, and what the frontier actually looks like.
How the AI race has evolved from a capabilities competition to a contest over sovereignty — data, chips, and regulatory frameworks. India's AI strategy in this context.
How recommendation engines, engagement loops, and attention economies reshape identity formation and childhood development — and the responsibilities that places on platform designers.
News18 feature on AI safety research and the campaign to position India as a leader in the global AI landscape — inclusive AI systems, South Asian benchmarking, and policy engagement.