Author Archives: Vijayashankar Na

About Vijayashankar Na

Naavi is a veteran Cyber Law specialist in India and is presently working from Bangalore as an Information Assurance Consultant. Pioneered concepts such as ITA 2008 compliance, Naavi is also the founder of Cyber Law College, a virtual Cyber Law Education institution. He now has been focusing on the projects such as Secure Digital India and Cyber Insurance

Watch out for a Discussion on AI Governance Standard for India

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

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Does AI Safety Come from Closed Models or Transparent Models?

(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

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Is Open AI guilty of unleashing the Hugging Face attack to challenge the publicity of Anthropic’s Mythos?

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

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Catching Up with key developments

During the last week when we were diverted towards other activities, following developments have taken place which still needs attention. 1.Open AI hacking of Huggingface 2.Bank of Baroda Data breach 3. AI in Auto sector This is in addition to … Continue reading

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RBI’s Single Source of Truth (SSOT) Principle Will Transform Data Governance in Indian Banking

The Reserve Bank of India (RBI) released its Draft Guidance on Regulatory Expectations for Data Governance on 15 July 2026, inviting public comments. The draft introduces several important concepts in enterprise data governance, many of which have already been incorporated … Continue reading

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