Obviously we don't have AGI so we can't compare many tasks. But on tasks where AI does perform at comparable levels (certain subsets of writing, greenfield coding and art) it performs fairly well. They use more power but are also much faster, and that about cancels out. There are plenty of studies that try to put numbers on the exact tradeoff, usually focused more on CO2. Plenty that find AI better by some absurd degree (800 times more efficient at 3d modelling, 130 to 1500 times more efficient at writing, or 300 to 3000 times more efficient at illustrating [1]). The one I'd trust the most is [2] where GPT4 was 5-19 times less CO2 efficient than humans at solving coding challenges 1: https://www.nature.com/articles/s41598-024-54271-x?fromPaywa... 2: https://www.nature.com/articles/s41598-025-24658-5
The carbon emissions of writing and illustrating are lower for AI than for humans
Bill Tomlinson, Rebecca W. Black, Donald J. Patterson, Andrew W. Torrance
2024 · Scientific Reports
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From the abstract
Abstract As AI systems proliferate, their greenhouse gas emissions are an increasingly important concern for human societies. In this article, we present a comparative analysis of the carbon emissions associated with AI systems (ChatGPT, BLOOM, DALL-E2, Midjourney) and human individuals performing equivalent writing and illustrating tasks. Our findings reveal that AI systems emit between 130 and 1500 times less CO2e per page of text generated compared to human writers, while AI illustration systems emit between 310 and 2900 times less CO2e per image than their human counterparts. Emissions analyses do not account for social impacts such as professional displacement, legality, and rebound effects. In addition, AI is not a substitute for all human tasks. Nevertheless, at present, the use of AI holds the potential to carry out several major activities at much lower emission levels than can humans.
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The dialog around AI resource use is frustratingly inane, because the benefits are never discussed in the same context. LLMs/diffusers are inefficient from a traditional computing perspective, but they are also the most efficient technology humanity has created: > AI systems (ChatGPT, BLOOM, DALL-E2, Midjourney) and human individuals performing equivalent writing and illustrating tasks. Our findings reveal that AI systems emit between 130 and 1500 times less CO2e per page of text generated compared to human writers, while AI illustration systems emit between 310 and 2900 times less CO2e per image than their human counterparts. Source: https://www.nature.com/articles/s41598-024-54271-x
> People in the comments seem confused about this with statements like “greenest AI is no AI” style comments. And well, obviously that’s true It’s not true. AI isn’t especially environmentally unfriendly, which means that if you’re using AI then whatever activity you would otherwise be doing stands a good chance of being more environmentally unfriendly. For instance, a ChatGPT prompt uses about as much energy as watching 5–10 seconds of Netflix. So AI is greener than no AI in the cases where it displaces other, less green activities. And when you have the opportunity to use human labour or AI, AI is almost certainly the greener option as well. For instance, the carbon…
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emissions of writing and illustrating are far lower for AI than for humans: > Our findings reveal that AI systems emit between 130 and 1500 times less CO2e per page of text generated compared to human writers, while AI illustration systems emit between 310 and 2900 times less CO2e per image than their human counterparts. — https://www.nature.com/articles/s41598-024-54271-x The AI water issue is fake: https://andymasley.substack.com/p/the-ai-water-issue-is-fake Using ChatGPT is not bad for the environment: https://andymasley.substack.com/p/a-cheat-sheet-for-conversa... A ChatGPT prompt uses about as much energy as watching 5–10 seconds of Netflix: https://simonwillison.net/2025/Nov/29/chatgpt-netflix/
See also: https://news.ycombinator.com/item?id=42631150 Carbon emissions of writing and illustrating are lower for AI than for humans (https://www.nature.com/articles/s41598-024-54271-x) and https://news.ycombinator.com/item?id=42745847 Using ChatGPT is not bad for the environment (https://andymasley.substack.com/p/individual-ai-use-is-not-b...) 254 points|returningfory2|10 days ago|320 comments
If you’re concerned about the environment, that is a trade you should take every time. AI is 100-1000x more carbon-efficient at writing (prose or code) than a human doing the same task. https://www.nature.com/articles/s41598-024-54271-x
Can we change the link to the Nature article: https://www.nature.com/articles/s41598-024-54271-x? What else was the human doing besides generating text and images while that CO2 was being produced? Is the human supposed to cease producing CO2 when they stop generating text and images? This is some galaxy-brained shit. All this study really says is you should be using pen and paper.
> He predicted that current AI technology could be on track to annually consume as much electricity as the entire country of Ireland (29.3 terawatt-hours per year). He didn’t though, did he? If you click through and read the report, it is quite clear in saying that this is a worst case scenario if you ignore things like it being unrealistic for Nvidia to even produce the requisite number of chips. It’s also based on the efficiency of 2023 models; he assumes 3 Wh per prompt when today it is 0.34 Wh. It also completely ignores the fact that AI use can displace greater energy use: The carbon emissions of writing and illustrating are lower for AI than for humans > Our…
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findings reveal that AI systems emit between 130 and 1500 times less CO2e per page of text generated compared to human writers, while AI illustration systems emit between 310 and 2900 times less CO2e per image than their human counterparts. […] the use of AI holds the potential to carry out several major activities at much lower emission levels than can humans. — https://www.nature.com/articles/s41598-024-54271-x It isn’t a bad thing if AI uses x Wh if not using AI uses 1500x Wh. Looking at the absolute usage without considering displacement only gives you half the picture.
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