MeitY launches DEPA handbook to enable secure data sharing for AI training

What happened

India's Ministry of Electronics and Information Technology launched a handbook on the Data Empowerment and Protection Architecture for AI training in Bengaluru. S. Krishnan, Secretary of MeitY, unveiled it with support from the iSPIRT Foundation.

Confirmed

Global impact / market context

The framework aims to make it easier for institutions to share data for AI training while keeping control over privacy, intellectual property and confidentiality. Wider access to high-quality datasets could support India's AI ambitions and reduce a common barrier to building AI systems.

Analyst inference

Data access is a key input for AI training, so rules that make sharing safer can influence how quickly companies build AI products. The framework relies on contracts, controlled computing environments and privacy safeguards, which may shape costs and data practices for firms.

Analyst inference

What to watch

1. The handbook establishes a techno-legal framework for purpose-bound data collaboration, letting institutions share data for AI training while retaining control over their information. Confirmed
2. The framework combines contractual permissions, controlled computing environments and privacy-enhancing safeguards, and includes data provenance to track origin, permissions and use of data for accountability. Proposed
3. Investors may watch whether companies adopt this framework for AI training, since easier access to shared datasets could affect AI product development, data costs, and demand for privacy and tracking tools. Analyst inference

Evidence

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