Author Archives: Vijayashankar Na

While speaking of AI security, we often use the term “Guardrails” as a requirement to be built by the AI developers or Users to ensure that the risk of any harm caused by the AI algorithm could be mitigated. Potential  … Continue reading →

Book Review: Taming the Twin Challenges of DPDPA and AI Overview and Context: Taming the Twin Challenges of DPDPA and AI with DGPSI-AI is the latest work by Vijayashankar Na (Naavi), building on his earlier DPDPA compliance handbooks. Published in … Continue reading →

Overview This comprehensive technical guide addresses one of the most pressing challenges facing organizations today: navigating the complex intersection of India’s Digital Personal Data Protection Act (DPDPA) 2023 and artificial intelligence governance. The book presents the Data Governance and Protection Standards … Continue reading →

Following the theme of this year’s IDPS 2025, Naavi has released an extension to DGPSI framework of DPDPA Compliance as DGPSI-AI, as a framework for Data Fiduciaries deploying  AI. In order to consolidate the thoughts of DGPSI-AI as  a book, … Continue reading →

Abstract: This note tries to discuss why Privacy by design fails and compliance by design  is a better option to pursue, and why duties of a data processor needs to be recognized and what could be a suggested  “responsible Data … Continue reading →

…Continued from the Previous post The  Bhattacharyya committee report on FREE AI has a confusing name. First of all it is not a “Free” AI software as it may first imply. It is a framework for Responsible  and Ethical Enablement … Continue reading →