Clean AI: On AI Data Centres and Energy Demand

PWOnlyIAS

April 28, 2025

Clean AI: On AI Data Centres and Energy Demand

The IMF report assures that AI’s economic benefits will outweigh its environmental costs, emphasizing the need for integrating renewable energy into AI development.

IMF Report

  • Optimistic Report: The International Monetary Fund’s (IMF) recent report highlights that the economic benefits of Artificial Intelligence (AI) applications are likely to outweigh the environmental costs associated with the increased energy demand required by AI data centres.
  • Reassurance: This finding offers reassurance that AI technology does not fundamentally conflict with the global drive for sustainable growth.

Renewable Energy’s Role in AI Development

  • Sustainable AI: Countries well-prepared with renewable energy generation will face lower social and environmental costs as they pursue their AI goals.
    • While India’s AI infrastructure (funded indirectly through the IndiaAI Mission) is not yet large enough to heavily impact the nation’s overall energy mix, there is a clear need for renewable energy to be integrated into AI development.
  • Government’s Approach: India’s government has already outlined its approach to addressing the environmental concerns of AI at the AI Action Summit in Paris earlier this year. 
    • This approach signals a move towards ensuring that AI growth is aligned with sustainable practices.
  • Energy Consumption Challenge: AI is poised to consume immense amounts of electricity, which can lead to higher energy prices and increased emissions.
  • IMF Report:  According to the IMF report, in the United States, where AI computing capacity is the largest globally, AI expansion alone could increase electricity prices by up to 9%
    • This would add to the price pressures from various other sectors, further highlighting the necessity for renewable energy.
  • Opportunity for Renewable Energy: AI’s reliance on data centres offers a unique opportunity to integrate renewable energy.  
    • Many Indian firms have already begun purchasing renewable energy, and the vast land areas occupied by data centres make them ideal candidates for solar energy integration.
    • These facilities could complement their energy needs with solar cells or even explore the potential of nuclear energy.
  • Environmental Impact of AI: While the electricity consumption of AI technology is a significant concern, it is not the only environmental footprint that the AI age will leave behind.  
    • AI also involves the large-scale mining of minerals, extensive water usage, and the production of effluents during the manufacturing of electronics for the AI supply chain.
  • Electronics Manufacturing: As India seeks to grow its electronics manufacturing sector, addressing the environmental impact of this industry becomes crucial.
    • The country’s ambitions for global leadership in electronics must be coupled with a sustainable approach to mineral mining and water usage.

Way Forward

  • Small Modular Reactors (SMRs): Nuclear energy, especially in the form of small modular reactors (SMRs), could be a crucial addition to the energy mix of emerging AI data centre clusters
    • When paired with renewable sources, these SMRs could significantly reduce emissions, making the expansion of AI more environmentally sustainable.
  • Sustainable Practices: India must focus on adopting environmentally responsible practices in electronics production. 
    • This includes reducing the environmental impact of the mining process, using recycled materials, and ensuring water conservation during production.
  • Scaling Down Conventional Emissions: India’s net zero target for 2070 necessitates scaling down conventional sources of emissions that contribute to climate change. This includes reducing emissions from sectors like fossil fuels, manufacturing, and transportation.
  • Managing Growing Energy Demands: Simultaneously, India must manage the rising energy consumption from industries such as AI, electronics manufacturing, and other sectors that are set to expand globally. 
    • The key will be to balance economic growth with sustainable practices to ensure that energy demand does not outpace the adoption of renewable energy sources.

Conclusion

To meet its net zero target, India must strategically address the environmental challenges posed by the AI and electronics manufacturing sectors. By adopting sustainable practices and focusing on renewable energy sources, India can meet its ambitious economic goals while minimizing the environmental impact of its growing industries.

Mains Practice

Q. Evaluate the potential environmental challenges posed by the rapid growth of AI data centres in India. How can the government ensure that the expansion of AI infrastructure aligns with India’s long-term sustainability goals, especially considering the need for renewable energy? (15 Marks, 250 Words)

To get PDF version, Please click on "Print PDF" button.

/*
*/

Need help preparing for UPSC or State PSCs?

Connect with our experts to get free counselling & start preparing

To Download Toppers Copies: Click here

Aiming for UPSC?

Download Our App

      
Quick Revise Now !
AVAILABLE FOR DOWNLOAD SOON
UDAAN PRELIMS WALLAH
Comprehensive coverage with a concise format
Integration of PYQ within the booklet
Designed as per recent trends of Prelims questions
हिंदी में भी उपलब्ध
Quick Revise Now !
UDAAN PRELIMS WALLAH
Comprehensive coverage with a concise format
Integration of PYQ within the booklet
Designed as per recent trends of Prelims questions
हिंदी में भी उपलब्ध

<div class="new-fform">






    </div>

    Subscribe our Newsletter
    Sign up now for our exclusive newsletter and be the first to know about our latest Initiatives, Quality Content, and much more.
    *Promise! We won't spam you.
    Yes! I want to Subscribe.