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India Launches DEPA Framework for AI Data Sharing Amid Privacy Control Debate

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India Launches DEPA Framework for AI Data Sharing Amid Privacy Control Debate

Analysed 3 Nov 2026·2 sources analysed·Bangalore, India·Technology
India Launches DEPA Framework for AI Data Sharing Amid Privacy Control DebatePreviousNext

The Indian Ministry of Electronics and Information Technology (MeitY) has introduced the Data Empowerment and Protection Architecture (DEPA) for AI Training, aiming to enable secure, privacy-conscious data sharing for AI development. The framework allows AI models to access data without transferring it, emphasizing transparency and control. While MeitY highlights its potential to address privacy and ownership concerns, some experts criticize the framework for reducing individual control over personal data, arguing it shifts decision-making to data-holding institutions, potentially undermining earlier data governance principles.

Political Bias
40%60%0%
Sentiment
52%
TBN's observations

First-hand measurement across 2 sources

We measured how 2 outlets covered this story. Coverage leans balanced overall (Left 40%, Centre 60%, Right 0%). Overall sentiment is neutral (52/100). Lens Score 40/100.

Outlets measured: mint, ndtv. See how each one headlined and framed the same story in the source comparison below.

AI analysis of 2 sources · Published under editorial oversight by The Balanced News
Analysed 3 Nov 2026· How this analysis is produced· Editorial standards· Corrections

AI Analysis

Political bias across 2 sources
● Left 40%● Center 60%● Right 0%

All 1 outlets scored close to centre on political lean. The real divergence here is in emphasis, not lean — compare the headlines below to see how each outlet chose to frame the same facts.

Sentiment — Neutral (52/100)

Sentiment ranged widely across outlets — from 28/100 to 75/100 — a sign the coverage itself was contested, not just reported.

Coverage timeline

ndtv broke this story on 3 Nov, 05:39 am. Other outlets followed.

3 Nov, 05:39 am2 sources · 5 h3 Nov, 10:33 am
AI analysis by the TBN Bias Engine · beat methodology byAshwin Alsi· Technology Editor· editorial standards byOjas Kale
← Previous
AI-Driven Cyberattacks Disrupt Critical Systems and Raise Economic Concerns
Next →
SBI Investigates Cyberattack Exposing 3,897 Customer Records, Operations Unaffected
  1. 1
    ndtv3 Nov, 05:39 am
    MeitY Launches New Handbook To Ensure Safe Data Sharing For AI Training
  2. 2
    mint3 Nov, 10:33 am
    India's new AI-training framework is a repeat of old mistakes

Who's involved

Institutions and figures named across source coverage.

Government
Ministry of Electronics and Information Technology
Political
Bharatiya Janata Party

Story context

Category
Tech
Location
Bangalore, India
Sources analysed
2
Last analysed
3 Nov 2026
Key entities
Artificial intelligenceMinistry of Electronics and Information TechnologyData sharingPrivacyInformation privacyPersonal dataDEPAIndiaData portabilityGeneral Data Protection RegulationFiduciaryCleanroom