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INDIA AI MISSION

Posted 15 Apr 2024

6 min read

Why in the news?

The Union cabinet has approved over Rs 10,300 crore for IndiaAI Mission to strengthen Artificial Intelligence (AI) Innovation Ecosystem.

About IndiaAI Mission 

  • Aim:
    • Establish an ecosystem for AI innovation through public-private partnerships.
    • Deploying over 10,000 Graphics processing units (GPUs) for advanced AI computing infrastructure.
    • Driving responsible, inclusive growth of India's AI ecosystem through democratization, data quality improvement, and indigenous AI capabilities development.
  • Ministry: An umbrella programme by the Ministry of Electronics and Information Technology (MeitY).
  • Funding: To be made available over 5 years through a public-private partnership model.
  • Implementing agency: 'IndiaAI' Independent Business Division under Digital India Corporation. 

AI in Governance

AI Compute & Systems

Data for AI

  • BHASHINI - [BHASHa INterface for India] an AI- based language translation tool for Indian languages.
  • Digital India 
  • India Stack and AI
  • AIRAWAT: India’s AI supercomputer installed at C-DAC, Pune.
  • National Supercomputing Mission
  • MeitY Quantum Computing Applications Lab
  • Data Management Office: Helps in standardisation of data management.
  • India Datasets Program and India Data Platform: Provides access to non-personal datasets for start-ups and researchers.

AI, intellectual property (IP) & Innovation

Skilling in AI

AI Ethics & Governance

  • Centre of Excellence for Artificial Intelligence
  • MeitY Start-up Hub 
  • Proposed National Centre on AI (NCAI)
  • Future Skills Prime: Joint initiative by Nasscom & MeitY for AI certification programs.
  • Responsible AI for Youth: Program for government making school students AI ready.
  • RAISE: Responsible AI for Social Empowerment

About Artificial intelligence (AI)

  • It refers to computer systems capable of performing complex tasks that historically only a human could do, such as reasoning, making decisions, or solving problems
  • It encompasses a wide variety of technologies, including-
    • Machine learning (ML):  Uses algorithms trained on data sets to create models that enable machines to perform tasks that would otherwise only be possible for humans. 
      • Generative AI (GAI), evolved from ML, as a class of algorithms capable of generating new data. It includes Large Language Models (LLMs) like BharatGPT’s ‘Hanooman’ or ChatGPT and Generative Adversarial Network (GAN) used for generating deepfakes.
    • Deep learning: Trains computers to process information in a way that mimics human neural processes. 
    • Natural language processing (NLP): Allows computers to understand human language. E.g., BHASHINI.

Generative Pretrained Transformer (GPT) vs LLM

  • A GPT is a type of LLM that uses deep learning to generate human-like text. 
  • They are called-
    • "generative" because they can generate new text based on the input they receive, 
    • "pretrained" because they are trained on a large corpus of text data before being fine-tuned for specific tasks, and 
    • "transformers" because they use a transformer based neural network architecture to process input text and generate output text.

Some New and Emerging applications of AI in India

  • Safety in Infrastructural Projects: AI can be used for infrastructure monitoring and inspection.
    • E.g., Bangalore Metro is using AI-powered cameras to monitor track conditions, detect abnormalities, and raise alerts.
  • Personalised Assistants: AI can simplify personal and professional tasks.
    • E.g., Ola's Krutrim is a personal generative artificial intelligence assistant   that will comprehend around 22 Indian languages and generate text in 10 languages.
  • Improved Governance: AI can help enhance the efficiency of government operations and public service delivery and make government initiatives more inclusive and accessible. Examples-
    • Digital Sansad app is an AI-powered platform to transcribe house proceedings at the new Parliament.
    • Kisan-eMitra is an AI Chatbot for the Pradhan Mantri Kisan Samman Nidhi (PM-KISAN) Scheme that provides farmers prompt, clear, and accurate responses to their queries.

Challenges in AI Adoption in India 

  • Lack of trained professionals: According to NASSCOM, India houses a talent base of 416K AI professionals as opposed to the current demand of approximately 629K, a figure expected to surge to 1 million by 2026.
  • Impact on Jobs: World Economic Forum has estimated that artificial intelligence will replace some 85 million jobs by 2025.
  • Infrastructural challenges- Physical and Digital: Lack of AI-based infrastructure, such as cloud computing and limited availability of quality and open-source data.
  • Ethical and Integrity Concerns 
    • AI-based decisions are susceptible to inaccuracies, discriminatory outcomes, bias.
    • Unequal access to AI for marginalized populations can worsen the digital divide.
  • Regulatory challenges: 
    • Lack of universal definition among regulators due to its global nature.
      • Also, keeping up with the evolving nature of AI can be challenging. 
    • Lack of transparency in AI systems can lead to users being unaware they are interacting with automated systems, impacting trust. 
    • Liability issues: The black box nature and self-learning ability of AI make it difficult to justify decisions and assign liability for errors. 
      • The inability of seeing how deep learning systems make their decisions is known as the ‘black box problem’. 
  • Growing Instances of misuse: AI is being misused for Malicious Intent such as creation of Deep fakes to spread misinformation.
  • IndiaAI portal: It serves as a one-stop digital platform for AI-related developments in India. 
    • It is a joint venture by the Ministry of Electronics and Information Technology (MeitY), National e-Governance Division (NeGD) and National Association of Software and Service Companies (NASSCOM). 
  • Global Partnership on Artificial Intelligence (GPAI): It is amulti-stakeholder initiative which aims to bridge the gap between theory and practice on AI by supporting cutting-edge research and applied activities on AI-related priorities.
    • Secretariat: Hosted at the Organisation for Economic Cooperation and Development (OECD) in France.
    • Membership: 29 international partners, including India. 

 

 

 

 

 

 

 

 

 

 

 

 

 

Way forward 

  • Incorporate AI into curriculum, boost teaching and learning and encourage AI ventures.
  • Firms can undertake upskilling of employees. 
    • As per a LinkedIn's report, nearly 94% of companies in India are upskilling employees due to advancing AI.
  • Incentivize Indian start-ups to develop home-grown AI applications
  • Identify suitable policymakers and regulatory institutions for AI governance laws. 
  • Frame appropriate AI laws drawing on existing national technology policies and international frameworks. 
  • Tags :
  • IndiaAI Mission
  • Generative Pretrained Transformer
  • Artificial intelligence (AI)
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