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વિજ્ઞાન અને ટેકનોલોજીGS3
GS3

India AI Mission Requires Inclusive Data and Grassroots Participation

Source:Indian Express ↗

આ શા માટે મહત્વનું છે

As India scales its digital public infrastructure and initiatives like the IndiaAI Mission, addressing bias, linguistic representation, and inclusivity in AI development is crucial for equitable economic and social growth.

સારાંશ

The opinion piece discusses the critical need for inclusive artificial intelligence development in India, arguing that 'AI for all' can only be achieved if systems are built 'with all' by incorporating diverse linguistic, cultural, and socio-economic perspectives into data collection and policy design.

મુખ્ય મુદ્દા

  • The article emphasizes that building artificial intelligence (AI) for all in India requires building it with all, ensuring inclusivity across diverse languages, cultures, and socioeconomic segments.
  • AI models often suffer from systemic biases due to a lack of diverse representation in training data, marginalizing regional and vernacular communities.
  • Inclusive AI development necessitates active participation from grassroots communities, local language developers, and marginalized groups in data collection and model design.
  • Policy frameworks like the IndiaAI Mission must prioritize linguistic diversity, open-access datasets, and ethical governance to bridge the digital divide.

મહત્વપૂર્ણ શબ્દો

IndiaAI Mission

A comprehensive national initiative by the Government of India aimed at building a robust artificial intelligence ecosystem by scaling computing infrastructure, fostering indigenous foundational models, and promoting inclusive AI development.

UPSC context

UPSC GS Paper III (Science & Technology - IT & Computers, Awareness in AI); tests knowledge of national technology missions and governance.

Source

પ્રિલિમ્સ ટ્રેપ

The IndiaAI Mission focuses exclusively on importing foreign GPU clusters for elite research institutions without vernacular datasets.

The IndiaAI Mission is a comprehensive national initiative, not exclusively an academic research grant or a private corporate monopoly.

સંલગ્ન સ્થિર ખ્યાલો

Science and Technology - IT and Computers

What are the core pillars and funding objectives of the IndiaAI Mission?

  • Financial Outlay: Financial outlay exceeds ₹10,372 crore to build domestic computing capacity via public-private partnerships.
  • Dataset Repository: AIKosh aims to build a robust indigenous dataset repository for training localized AI models.
  • Multilingual LLMs: BharatGen initiative focuses on developing multilingual large language models for Indian vernacular needs.
  • Ethical Framework: Safeguards include ethical guidelines, responsible AI development, and mandatory safety testing for deployment.

આંતર-વિષય પેટર્ન

  • AI Governance + Digital Divide + Inclusive Growth

    The digital divide directly obstructs financial inclusion, educational equity, and inclusive technology governance under GS Paper II and III.

  • IndiaAI Mission + Public-Private Partnerships + Telecom Infrastructure

    Public-private computing infrastructure mirrors past telecom USO fund models designed to bridge rural connectivity gaps.

Expect a statement-based prelims question on IndiaAI Mission pillars (compute capacity, AIKosh dataset repository, BharatGen) or digital inclusion.

સંલગ્ન PYQ · 2

સંલગ્ન PYQ · 2

  • 2023MainsGS3

    Introduce the concept of Artificial Intelligence (AI). How does Al help clinical diagnosis? Do you perceive any threat to privacy of the individual in the use of Al in healthcare?

  • 2017MainsGS3

    What are the salient features of 'inclusive growth'? Has India been experiencing such a growth process? Analyse and suggest measures for inclusive growth.