DPDP Data Retention and Erasure: What It Means for AI Chat Logs
How DPDP data retention and erasure rules (Rule 8, one-year log floor) apply to AI chat logs, prompts and vector stores, with a schedule template.
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RLVR trains LLMs with automatically checkable rewards. Learn how it works, how it differs from RLHF, and what the pass@k debate says about its limits.
Read More →DPDP Cross-Border Data Transfer: Rule 15 and Foreign AI APIs
Can you send personal data abroad under India's DPDP Act? Learn how Rule 15 works, where sector laws bite, and a checklist for foreign AI APIs.
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Significant Data Fiduciary (DPDP Act): Rule 13 Explained
A Significant Data Fiduciary is notified under DPDP Act Section 10. See who qualifies, what Rule 13 requires, key dates and how to prepare.
Read More →DPDP Act Penalties: Maximum Fine ₹250 Crore Explained
What is the maximum fine under India's DPDP Act? Up to ₹250 crore. See every penalty tier, how the Board decides, and what to do today.
Read More →Model Context Protocol (MCP) Explained: 2026 Spec Update
Model Context Protocol (MCP) explained: how hosts, clients and servers work, what the 2026-07-28 spec changed, and the security checks to make.
Read More →AI Agents Under India’s DPDP Act: Who Is Responsible?
Do AI agents fall under India's DPDP Act? Yes. Learn who is responsible, how consent, security and erasure apply, and the key 2026-27 dates.
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DPDP Parental Consent: Children’s Data Rules in India (Rule 10)
Under the DPDP Act anyone under 18 is a child. Learn what verifiable parental consent means, Rule 10, the tracking ban and exemptions.
Read More →DPDP Breach Notification: Rule 7 and the 72-Hour Clock
What India's DPDP Rules require after a personal data breach: who to notify, the 72-hour Board report, penalties and a response checklist.
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