Author Archives: Vijayashankar Na

Introduction The banking sector occupies a unique position in the digital economy as one of the largest and most trusted repositories of personal information. Every banking transaction, starting from opening an account and completing Know Your Customer (KYC) formalities to … Continue reading →

Artificial Intelligence has crossed the stage where it can be viewed merely as another software technology. It has emerged as an autonomous decision-support ecosystem capable of influencing business operations, financial systems, healthcare, transportation, governance and even human behaviour. The same … Continue reading →

Naavi and FDPPI have already released DGPSI AI as a standard for implementation of DPDPA in AI environment. This framework includes  6 principles  followed by 22 implementation specifications of which 9 are by deployers and 13 are by developers. Together … Continue reading →

(In continuation of the earlier article) The recent debate surrounding the interaction between OpenAI’s proprietary models and the Hugging Face open-model ecosystem has also brought another question back into the spotlight. Hugging Face reportedly relied on an open-weight model during … Continue reading →

The Open AI-Hugging Face incident is a watershed moment in the development of higher intelligence AI. To recall the incident it is reported that : In mid-July 2026, the AI startup Hugging Face (which runs a popular platform where developers … Continue reading →