
AI has an environmental problem
The HinduAI has become an indispensable part of our lives, transforming how we work, live, and do business. Impact across stages The environmental impact of AI arises across several stages of its value chain, including energy consumption from infrastructure, computing hardware production, cloud data centre operations, AI model training, inferencing, validation, and related processes. In terms of hardware, data centres, the backbone of AI operations, contribute 1% of global greenhouse gas emissions, according to the International Energy Agency. Generative AI models like ChatGPT, which rely on sophisticated machine learning techniques, require 10–100 times more computing power than earlier versions, further driving demand for graphic processing units and worsening the environmental footprint. AI’s software life cycle emissions arise from processes like data collection, model development, training, validation, maintenance and retirement, and are equally concerning.
History of this topic

How is the tech industry thinking about AI's environmental impact?
NPR
Does AI pose a threat to sustainable development?
China Daily
Does AI pose a threat to sustainable development?
China Daily
Generative AI and Climate Change Are on a Collision Course
Wired
AI will positively influence sustainability goals
New Indian Express
‘AI could be the key to solving global climate crisis,’ Meta’s Yann LeCun tells Nikhil Kamath of Zerodha
Live Mint
How to make AI less of a power guzzler
Live Mint
Tech companies are signing nuclear deals because AI is sucking up too much energy
The Independent
Letters to the Editor: Don’t let the AI revolution in California be powered by fossil fuels
LA Times
Editorial: Generative AI is an energy hog and that could hurt progress fighting climate change
LA Times
AI brings soaring emissions for Google and Microsoft, a major contributor to climate change
NPR
Google blames AI for growing emissions that threaten its climate goals
The Independent
AI driving rise in Google’s greenhouse gas emissions, says company
The Independent
Tech Still Isn’t Doing Enough to Care for the Environment
Wired
Generative AI builds a roadmap to reduce carbon footprint
Hindustan Times
How AI could power the climate breakthrough the world needs
CNN
Artificial intelligence could use as much electricity as a small country
Live Mint
We need to talk about the environmental impact of AI models
Live Mint
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