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?

India was OAL for 20th. DATA is AI is for 21st century. DATA is the key industrial revolution 4.0. Need for transparent and accountable data governance framework: Evidence based policymaking leads to better outcomes as disaggregated by knowledge claims in the book accelerating India Development grant 2. Better targeting reduces errors of inclusion and exclusion

3. Prevent leakage/misuse (e2) of the total leadages in govt should be highlighted by e2cost (b7) corruption Leakage/warlords to wrong set highlighted by e2cost (2021) 4. Transparent training of the AI systems better & inclusive response. 5. Increase the public trust in governance increases participation training 6. Data is the raw material of AI (1) training (2) machine learning (3) more diverse data set better responses (4) reduces biases

Steps taken by Govt: (1) National AI policy AI for all, AI for India (2) Data localization clause in RBI/SEBI/IUPIAA Act (3) DDP Act data protection and privileges (4) Creation of Data Protection Board DPB (5) Article 21 right to privacy IKS presumption case writ (6) Right to be forgotten, Zoraian Unda (7) Access to digital services PRAGYA PRASUN care. (8) Amendment to non-discriminatory and data-driven LIMITS (9) Decentralized AI AUTML Data is the New oil and India need to be proactive in regulating it.