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AI uses less water than the public thinks

californiawaterblog.com

71–80 of 425 posts

Re: AI uses less water than the public thinks

#72

I don’t really get the water concerns in datacenter cooling. Even if a lot of water was used for cooling with every prompt (which he argues against here, but, even if )… water “used up” by cooling just comes out a little hotter, right? Maybe evaporated. Then it’ll come back in the form of rain. This isn’t an industrial chemistry process that leaves some toxic waste in the water. Or an agricultural one that puts water…

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Re: AI uses less water than the public thinks

#73

A lot of confusion around AI water usage might stem from whether it's an open-loop or a closed-loop cooling system. e.g. an open-loop system which disposes of waste heat through evaporation is naturally going to draw a lot more water than a closed-loop system which recycles the water. Open-loop is likely cheaper to build, and importantly, it _does_ use up a lot of water that could otherwise be going to a municipality…

To simplify things, "closed loop" shouldn't even be part of the discussion. Usually they just mean a closed-loop cooling system somewhere inside, either to directly cool machines (typically ML) or to cool air for air-cooled machines (standard). That's separate from how you eject the heat from the coolant to the environment. That's either cooling towers (like swamp cooler, uses water), chillers (like A/C, no water but more power), or passive air cooling (like car radiator, no water but only practical if very cold outside).

So you could have a closed-loop water system cooling your machines or chips, but still be consuming water to cool the coolant. And they will advertise this as "closed loop." Better to ask if they have a cooling tower.

Re: AI uses less water than the public thinks

#74

Earlier quoted context omitted.

That's populism for ya, and it's sadly extremely effective. Meanwhile, both China and India are giving free electricity, providing dollar-for-dollar capex subsidizes, and 25 year tax exemptions to build data centers [0][1]. Love how HN wants to strangle the infrastructure that underlies our entire industry and why HNers get paid. It really highlights how much of the opposition to AI comes from the "chattering classes…

Populism is effective because the proverbial rising tide is not lifting all boats. AI is currently driving yet another extreme wealth inequality inflection point. Founded just five years ago, Anthropic is going to be a trillion dollar private company maybe this year! This is a staggering outcome and will further divide the gap between the wealthy and everyone else. So whether populist outrage is expressed through fea…

This is a bit reductionist.

AI is also:

- Boosting existing small businesses and enabling the creation of new small businesses by making previously expensive resources like market research, accounting/legal advice, etc. available for $20/month.

- Helping the world progress towards cheaper healthcare: https://www.vox.com/health/487425/open-ai-chatgpt-diagnosis-...

- Allowing lower income communities to access legal advice that would previously have been prohibitively expensive: https://www.probonoinst.org/2026/02/06/ai-and-technology-hel...

If Anthropic can allow millions of people from all around the world to access these benefits, why shouldn't it be worth a trillion dollars?

Wealth in the modern world is not a zero sum game. Wealth is created, not allocated. The fact that Anthropic is worth a trillion does not prevent you from making money.

Re: AI uses less water than the public thinks

#75

I don’t really get the water concerns in datacenter cooling. Even if a lot of water was used for cooling with every prompt (which he argues against here, but, even if )… water “used up” by cooling just comes out a little hotter, right? Maybe evaporated. Then it’ll come back in the form of rain. This isn’t an industrial chemistry process that leaves some toxic waste in the water. Or an agricultural one that puts water…

I honestly don't know if you are an AI atroturfing bot. No, I am not being sarcastic. Given this is the top comment and there is no reply, here you go For a pre-chewed eli5 overview, check this: https://www.eesi.org/articles/view/data-centers-and-water-co... A responsible human must always verify information. I DW as "secondary l" information source. For instance https://www.dw.com/en/why-does-ai-need-so-much-energy/…

I’m not a bot, but maybe I was too quick to not inspect my gut response. I guess I’ll look into it more, maybe this can be a learning experience.

FWIW the comment is just at +2 at the moment, I think it is just at the top of the thread because it is recent and has discussion.

Re: AI uses less water than the public thinks

#76
post #36
post #25

Greater than $0 in cost of living increases for people living near these things is too much.

Are you saying any industry that brings in net new jobs with above median wages is bad? Or just ones with few employees and high additional property tax revenue?

> that brings in net new jobs

Ah yes, those invaluable tens of jobs created by DCs....

Re: AI uses less water than the public thinks

#77
post #29

Look over here! Not over there at grid infrastructure and generating capacity, or noise and pollution from on-site generators. The scale of electricity use in data centers is much more likely to cause disruption and the shifting of costs onto residential customers to pay for a new infrastructure and generating capacity.

wouldn't it be great if we hadn't actively sabotaged grid capacity and development at every turn

Wouldn't it be great if residential rate payers didn't end up holding the bag for botched nuclear plant construction and cost over runs.

Re: AI uses less water than the public thinks

#78

You can go millions of prompts before you use up as much water as it took to make a single beef burger. You can go tens of thousands of prompts to match the C02 emissions. There are many legitimate concerns around AI. Water use/CO2 emissions isn’t currently one of them. Going vegan will make up your AI water consumption/CO2 Emissions many thousands of times over.

Source? Meat can be "produced" in a location where water is not as scarce. Rural areas. Datacenters "like" to grow in urban areas.

This source says that a 100 prompt spends half a liter of water https://www.eesi.org/articles/view/data-centers-and-water-co...

I remember this year google reported one google search spend a drop of water (or 5 drops, around that)

Re: AI uses less water than the public thinks

#79
> So much of our public discourse on water and other subjects is choked by chatter, untamed by reasoned evidence, data, and quantification. Today, with AI, we have little excuse for not attempting and using honest estimates to inform our discussions and tame our fears and hopes.

Are these things usually convincing? The general pattern is that people take a position on something and then find one paper with a DOI identifier that backs the position. The Elephant and The Rider and so on. Trying to provide someone with evidence of the falsehood of their claims rarely makes them reconsider and often makes them dig their heels in while they search for a new paper with a DOI identifier.

We're in an unprecedented time in the information age when people can rapidly achieve basic competency at many things using Wikipedia, Google, and LLMs critically. If information availability and search were the constraint, one would expect us to reach greater alignment with facts.

The reality in the way information is used, I believe, is the opposite from what we think of. We believe that if there is sufficient information, we can use it to form an accurate model of reality. In practice, I think the social psychologists are right. For the most part, we form the model of reality and then we seek information that supports it. So if you increase the total amount of information what you do is increase the ability for someone to select out that which supports their model.

That's not to say I don't appreciate these things. It's just that I don't think facts move public opinion very much.

The interesting thing that more information and better search provides is that it accelerates the divide between truth-seekers (who will attempt to find primarily falsifying information) and confirmation-seekers (who will attempt to find primarily supporting information). In general, one can imagine that the former will be more successful at modeling the world ex humanity at least. But if others believe something is true, often a direct approach at their facts is not the best approach to get the outcome.

Re: AI uses less water than the public thinks

#80

Comparing water usage of AI to agriculture and cities is a little misleading. The cities' water usage is to keep people alive with basically mandatory things, like hygiene, and drinking. Agricultural water usage is required because we have to eat to live. Don't compare something optional to something mandatory. Instead, compare AI water usage to that of optional things in a city, such as car washes and water parks. O…

> we have to eat to live

You don't have to eat a burger.

Skip one McDonald's trip per year and you're going to offset all your prompting water waste (see other comments in the thread).

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