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Does AI use a lot of energy and water? Yes and no

mathewingram.com · published 28 August 2025

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https://www.nytimes.com/2023/10/10/climate/ai-could-soon-need-as-much-electricity-as-an-entire-country.html
nytimes.com
https://mit-genai.pubpub.org/pub/8ulgrckc/release/2
mit-genai.pubpub.org
https://earth.org/the-green-dilemma-can-ai-fulfil-its-potential-without-harming-the-environment/
earth.org
https://services.google.com/fh/files/misc/measuring_the_environmental_impact_of_delivering_ai_at_google_scale.pdf
services.google.com
https://cloud.google.com/blog/products/infrastructure/measuring-the-environmental-impact-of-ai-inference
cloud.google.com
https://archive.ph/MH8oi
archive.ph
https://archive.ph/o/MH8oi/https://news.ucr.edu/articles/2023/04/28/ai-programs-consume-large-volumes-scarce-water
archive.ph
https://archive.ph/o/MH8oi/https://news.ucr.edu/articles/2024/12/09/ais-deadly-air-pollution-toll
archive.ph
https://torment-nexus.mathewingram.com/
torment-nexus.mathewingram.com
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https://andymasley.substack.com/p/an-example-of-what-i-consider-a-misleading
andymasley.substack.com
https://escholarship.org/uc/item/32d6m0d1
escholarship.org
https://hess.copernicus.org/articles/22/3007/2018/
hess.copernicus.org
https://www.epa.gov/watersense/showerheads
epa.gov
https://mathewingram.com/2t3
mathewingram.com
https://www.rwdigital.ca/blog/how-much-energy-do-google-search-and-chatgpt-use/
rwdigital.ca
https://www.sustainabilitybynumbers.com/p/ai-footprint-august-2025
sustainabilitybynumbers.com
The Gentle Singularity Read at the source ↗
blog.samaltman.com
https://epoch.ai/gradient-updates/how-much-energy-does-chatgpt-use
epoch.ai
Our contribution to a global environmental standard for AI
mistral.ai
https://www.waterfootprint.org/resources/Report-48-WaterFootprint-AnimalProducts-Vol1.pdf
waterfootprint.org
https://andymasley.substack.com/p/an-example-of-what-i-consider-a-misleading/comment/148605741
andymasley.substack.com
https://vu.nl/en/news/2025/ai-rapidly-on-its-way-to-becoming-the-largest-energy-consumer
vu.nl
https://andymasley.substack.com/p/a-cheat-sheet-for-conversations-about
andymasley.substack.com
https://www.construction-physics.com/p/how-does-the-us-use-water
construction-physics.com
https://andymasley.substack.com/p/i-cant-find-any-instances-of-data
andymasley.substack.com
https://www.nature.com/articles/s41598-024-54271-x
nature.com
https://torment-nexus.mathewingram.com/breaking-down-a-federal-courts-ruling-on-ai-and-copyright/
torment-nexus.mathewingram.com
https://torment-nexus.mathewingram.com/are-ai-chatbots-good-or-bad-for-mental-health-yes/
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