VS

VIVEK SINGHAIR 276· 2025

Question Q.18GS2GS2

"Data is the raw material of Artificial Intelligence." In this context, discuss the need for transparent and accountable data governance frameworks in India. What steps has the government taken in this regard?

Open scan (p.44)

Main Body

"Data is the new oil, but should not be used as fuel" - Anonymous. Artificial intelligence is doing data as fuel to develop its models, make them more efficient and diverse in application. Data losses: Ethical use of data, Threats of AI, Data manipulation, Data targeting, Behaviour influence Data sovereignty: threat to national integrity and sovereignty. Need for transparent data governance: (1) Right to Privacy (Article 21): Indole K.S Puttesswamy case (2017): state's responsibility to safeguard data of people.

2Data sovereignty: threat to national integrity and sovereignty. (3) Security of state: AI related fake news, misinformation, cyber crime, etc are on the rise. (4) Protection of vulnerable sections like women, children, unemployed, etc (Articles 41, 39, 46 of DPSD). Steps taken by government: (1) DFDP Act, 2023: Rights and duties of data principle and data fiduciary, data mining safeguards. (2) IT Act 2000: Section 79: provides protection to intermediary only passive ones. (3) Digital Competition Bill 2021:

ex-ante or preventive regulations. (4) Data centres in the India territory. (5) International collaboration: AI summit in France ISOS and Global Partnership for Responsible AI. (6) To address digital divide: BharatNET, CSC 2.0 scheme. Further actions to be taken: (1) Rajiv Gauba Committee: held social media intermediaries accountable. (2) B.N. Srivastava Committee: data localisation. (3) Law like UK Online Safety Bill: self-verification and compliance by companies. (4) Rules of DFDP, 2023 should be made operational for AS in the future and India should execute Office itself.

244 words1 paragraphs

Conclusion

The candidate emphasizes the need for a comprehensive data governance framework that balances AI innovation with citizen privacy rights, data sovereignty, and protection of vulnerable sections, while strengthening international collaboration on responsible AI development.

34 words

Diagram

Data losses showing branches: ethical use of data, Threats of AI, Data manipulation, Data targeting, Behaviour influence, and data sovereignty issues

Topper

VIVEK SINGH

AIR 2762025

Subject & Paper

GS2GS2

Topic

Government Policies and Interventions - Design, Implementation and Issues

Artificial Intelligence and Data Governance

Data Governance Frameworks

Writing Stats

278

Total words

1

Paragraphs

analytical and prescriptive

Tone