With the UK Government's recent announcement about investing heavily in AI, it's appropriate to ask: what is the environmental footprint of all the computing infrastructure that this AI requires?
The answer is simple: it's massive. While there are huge uncertainties, some of the projections have the AI boom causing data centres to generate more carbon emissions than Africa and South America combined.
The recently announced plans for AI expansion lead to huge increases in resource requirements, and on relatively short timescales. The power needed by AI might exceed that used in all the world's current data centres within 3 years.
That's going to need a lot more electricity, which is likely to increase carbon emissions in the short term, before renewable generation ramps up – and that’s not to mention the carbon footprint of putting up such massive buildings to house the servers and manufacturing the servers that go into them.
For the longer term, some of the tech giants are starting to look at small modular reactors (SMR, i.e. small nuclear reactors) to power their data centres. Microsoft is trying to bring one of the reactors at Three Mile Island back online. Even if you can generate the electricity, generally there isn't enough grid capacity to get it to the right place, which is one reason why there's such interest in putting the generator, such as an SMR, right next to a data centre.
It's not just drawing electrical power that's a problem. Gargantuan amounts of water, already a scarce resource, are needed for cooling, as all this electricity gets converted into heat.
All this environmental damage leaves open another question: will the benefits from AI outweigh the environmental damage it causes?
For a good overview of the issues about AI and sustainability, this report from the Green Web Foundation is a good read, and this article from UNEP closes with five recommendations to “rein in the environmental fallout of AI”. A great book on the topic is the “Atlas of AI: Power, Politics, and the Planetary Costs of Artificial Intelligence” by Kate Crawford.
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