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#data#datacenters#local#power#don#area#industrial#tax#more#water

Discussion (194 Comments)Read Original on HackerNews

amluto•about 21 hours ago
To me, datacenters, especially for AI (which tolerates an extra hundred ms of latency quite well) seem like an unusual form of development. Many forms of development have similar downsides: they destroy green space, they can be noisy, they compete for energy resources [0], etc. On the flip side, though, most new developments add substantial value: jobs, tax revenue, increased industry around them, local availability of their outputs, etc.

Datacenters are weird: they come with the negatives (although, per unit energy consumption, they’re relatively innocuous), but they seem to be missing most of the regional benefits. They don’t create many jobs. They pay little in taxes. They don’t actually produce anything that makes anyone else want to further develop the surrounding area. Their outputs offer little benefit to the community that wouldn’t be provided nearly as well by a datacenter somewhere else.

So I actually get why it makes sense to support development but oppose new datacenters. Or to have an added tax on datacenters so that at least some economic benefit is captured.

As an interesting contrast, a colo facility is a bit different: I want to have colo datacenters near by so that I can use their services. But this isn’t what the new development is about.

[0] Some of which are finite in a given region or are preferable not to use. (But don’t forget that more energy use = increased production in the long term, which can be a very good thing.)

oersted•about 20 hours ago
I'm confused, do they really have such an impact? They are of course big and expensive, but surely most datacenters are relatively innocuous in terms pollution and general disruption to the area compared to any regular heavy-industry site, right? Please let me know if I'm wrong, I'm not sure.

EDIT: I do get it, it is mainly about local benefit not really about pollution or disruption, even if they are loud about that because it sounds better. Local municipalities should definitely charge significant land rents or zoning fees so that the community benefits. China has been very successful at this for decades.

EDIT: Very rough overview after some research, using Colossus 1 as reference, which is among the biggest GPU deployments. Not thoroughly verified, but it'll be around the right ballpark.

- Electricity: 150 MW live, with another 150 MW planned/studied. That is like adding a medium electric-arc steel mill or large chemical plant to the grid. A small standard power-plant can generate about that much.

- Land / space: About 217 acres and 785,000 sq ft. Footprint-wise, that is like a large factory campus or logistics park; much smaller than a mine, port, refinery, or industrial farm, but far beyond a normal commercial warehouse.

- Water: Roughly 1.3–3M gallons/day in public estimates. That is comparable to the consumptive water use of a small-to-mid steel plant or a large industrial cooling site; not refinery-scale, but locally significant.

- Air pollution: The servers are not the dirty part; the issue is on-site gas turbines/generators. That makes it more like a small gas peaker plant than a steel mill or chemical plant. Colossus 1 reportedly used up to 35 gas turbines before grid connection.

- Noise: Mainly cooling equipment, substations, batteries, turbines/generators. More like living near a substation or small power plant than near a mine, port, or metalworks.

- Traffic / logistics: Heavy during construction, then relatively light. Much less disruptive than a port, mine, farm, steel plant, or refinery, because there is no constant flow of ore, scrap, fuel, chemicals, crops, containers, or waste.

- Heat: Nearly all consumed electricity becomes heat. At 150–300 MW, the heat rejection is industrial-scale, closer to a small power station / large process plant than normal manufacturing.

vitally3643•about 20 hours ago
The noise pollution is quite significant in the immediate area, and the heat output notably raises outdoor temperatures in a surprisingly wide area. That also of course ignores air and water pollution caused by the increased demand on electricity generation (or jet turbines spun up in the parking lot).

But the point is they suck up land and resources for no material or economic benefit to the local population. There's absolutely no reason to build these things in or even near cities. They can be built in the middle of nowhere where they don't bother anyone with zero impact on the services they provide.

amluto•about 19 hours ago
I’m sure there is real data and real math available.

For heating: imagine a 1km^2 campus. That’s 1e6 m^2, and peak daylight is around 1kW/m^2. So peak daylight on the campus is about 1GW. (Wow, just covering the whole campus with solar panels would be pretty awesome!) If you put a 1GW datacenter there, that is equivalent to full daylight, with zero albedo, 24/7. Hmm, I’d rather live at a considerable distance from just the dissipated heat.

As for noise, there is no substantial noise emission inherent to the operation, so I expect it largely comes down to how hard the facility tries to mitigate accidental noise and how well local regulators enforce sound measurement and control. Consider a high-end Noctua or similar fan, compared to a super cheap fan of comparable RPM, flow, and static pressure — a 30dB difference in emitted sound is entirely plausible. The datacenter has some switching noise from handling its 1GW of power, but it also has lots and lots of fans and pumps.

An LLM informs me that 1kW of acoustic energy radiated into free air (no surfaces) is 79dB SPL, Z curve (unweighted), at a range of 1km. So if 1 part per million of the datacenter’s power consumption ends up as noise, it’s loud. There are all manner of corrections needed. For example, your ears’ sensitivity is much lower at non-peak-sensitivity frequencies. But the data center isn’t in free air, and the effect of the ground, the atmosphere under appropriate circumstances, and the height of the datacenter could easily dramatically increase the intensity at longish distances.

A lot of this boils down to large datacenters using immense amounts of power and that power being something you would prefer not to have redirected at you in any form.

Aurornis•about 19 hours ago
> and the heat output notably raises outdoor temperatures in a surprisingly wide area

There was a study posted here on this exact topic a few weeks back. The most they could measure was a little over 1 degree C near the datacenter.

> But the point is they suck up land and resources

Land use for a datacenter is kind of negligible. Even the largest data centers are barely a rounding error compared to all of the other commercial and industrial operations around me.

Like it's not even close.

> They can be built in the middle of nowhere where they don't bother anyone with zero impact on the services they provide.

For what it's worth, all of the data center projects I've looked up near me are being built in remote or industrial areas. It hasn't stopped the protestors, who are arranging for bus transport to get to the sites because they're so far away.

oersted•about 20 hours ago
But are they really at the same level of disruption as any steel, chemical, nuclear, gas, manufacturing, recycling... plant? A mine? A port? Industrial farming?

I get it though, they don't mind if it benefits the local community, that's the issue. I suppose it does make a lot of sense for at least the local municipality to charge steep ongoing land rents or fees for the zoning license. And I suppose that requires national coordination, otherwise they'll just go the next town over, which is exactly what is happening right now.

In China, local municipalities were very profitable for decades just from selling or renting land to industrial deployments. It had a big impact on the local tax burden and they were significant net contributors to the national budget, instead of the other way around.

smw•about 20 hours ago
I think the idea that they raise outdoor temps over a wide area is a myth spread on facebook. The physics doesn't work out.
expedition32•about 16 hours ago
Picture a town of 50k people with crumbling infrastructure and suddenly a tech bro wants to build his data center megasite there.

And these tech bros don't REALLY want to build out the infrastructure. All they want is tax cuts, cheap land and free power/water.

The locals ofcourse are supposed to prostrate themselves before the Emperor for this wonderful opportunity.

toyg•about 20 hours ago
Heavy-industry sites are also extremely discouraged across Europe, outside of very specific zones. If anything, the current shift is about bringing datacentres in that same category.
gruez•about 19 hours ago
>If anything, the current shift is about bringing datacentres in that same category.

But datacenters are hardly that? Sure, maybe whatever musk's doing with on-site gas turbines might qualify, but it's hardly representative of datacenters, which are probably closer to light industry or warehouses in terms of local impact.

thefz•about 20 hours ago
Noise pollution is huge and water usage is through the roof which could worsen the effect of droughts where water is already scarce. Not to mention the imbalances they generate on power distribution.
morpheuskafka•about 20 hours ago
A warehouse or factory would have more jobs, but would also bring massive truck loads to the local roads and corresponding pollution. The low staffing of datacenters means that one they are built there is little transportation impact.
znpy•about 20 hours ago
> A warehouse or factory would have more jobs,

It would add low value-added jobs though (unskilled labor). Datacenters add high value-added jobs (skilled labor).

Only looking at the headcount is shortsighted imho.

eqvinox•about 19 hours ago
> Datacenters add high value-added jobs (skilled labor).

The highest skill job an AI datacenter adds locally is electrician or climate technician. And not many of those.

oblio•about 19 hours ago
Aren't DC remotely managed for almost everything? How does a DC in Paris, Alabama benefit the locals if 99% of the well paid jobs for it are done in the Bay Area?
thefz•about 20 hours ago
And there is almost zero value generated locally.
tartoran•about 15 hours ago
The tax will address that.
sieve•about 19 hours ago
> Datacenters are weird

In the same way that most public utilities are: train stations, railway lines, airports, garbage dumps, sewage treatment plants, military bases and a hundred other things. The negatives are concentrated to the locality and everyone else reaps the benefits.

I get it if you wish to put a 99% self-sufficiency condition (water/power etc) but everything else reeks of luddism and nimbyism.

notarobot123•about 19 hours ago
The point is that most utilities like transport infrastructure and sewage treatment benefit local residents and the broader society directly. Datacenters are not utilities in the same way and have a much narrower social impact.
gruez•about 19 hours ago
>Datacenters are not utilities in the same way and have a much narrower social impact.

chatgpt has 900M weekly active users, so a significant fraction of the world population. Given that the user base probably skews towards rich countries, its proportion among the local population is probably even higher. On the other hand what do you think is the proportion of people who take trains, especially in the US? What about steel plants?

amluto•about 18 hours ago
I think you're missing my point.

A sewage treatment plant may or may not be stinky, but I very much want to live in range of one so that my sewage gets treated. Similarly, living near a railway line means I can ride the train. Living near a landfill means that my trash can be managed at reasonable expense. Living near a military base adds huge potential economic value and nominally keeps me safe. Living near a giant AI inference or training facility? Meh -- I could use its services just as easily if it were 1000 miles away.

suddenlybananas•about 19 hours ago
>train stations, railway lines, airports, garbage dumps, sewage treatment plants, military bases

All of these create a ton of jobs in the local area and many of them provide massive advantages to the local area (except railway lines if you're not near a station I guess).

vessenes•about 20 hours ago
Why don't they pay much in taxes? hyperscalers are pretty profitable.
zdragnar•about 20 hours ago
The hyperscalers aren't making sales directly from the data center, so there's not much to tax other than the land value, the electricity they use, and the few employee salaries.

You'd need some sort of data ingress/egress tax.

vessenes•about 17 hours ago
Interesting. Just checked some numbers. So Coreweave has like $3bn in operating cashflow last quarter. Your point is that after we are done with all the capex/interest rate deductions/etc and look at a steady state business for a given CoreWeave datacenter, that net income won't be marked locally to a given datacenter.

Is that true though? If a Delaware corp is operating in most states, I believe they must file as a foreign corporation in that state; I'm surprised GAAP would not require them accruing some of this income to the locations that provided the work to do the income.

oersted•about 20 hours ago
The idea of having what equates to trade tariffs for data transfers sounds horrifying. But to be fair, we are kinda suffering similar charges already from all major cloud providers, and we seem to be okay with it... Still horrifying, but not entirely unprecedented I suppose.
GuestFAUniverse•about 20 hours ago
Where? What do you tax? Per request?

They will shuffle most gains around to the place with the lowest taxes. E.g. by internally buying and selling (overpriced) services.

The only realistic tax is coming from the jobs that serve those data centres (builders, maintenance, that little IT staff left for on-site jobs). And those are rather low margin jobs.

jfyi•about 20 hours ago
>What do you tax?

Physical infrastructure inputs and negative externalities.

For example: electrical grid strain, water table consumption for cooling, and local pollution/carbon footprints.

criddell•about 19 hours ago
Tax per megawatt, decibel, and gallon of water. That would provide incentives to reduce power consumption, noise, and water use.
sbayg•about 20 hours ago
Don’t forget security guards. These data centers will be a huge target for both thieves and saboteurs. Unless the ai promoters are right that AI will be a great thing for everyone and not at all a source of societal and political strain.
notrealyme123•about 20 hours ago
Because company profits are booked at their European HQ (so Ireland or Luxembourg).

So there is little profit being taxed at the Datacenter/country Level.

palmotea•about 20 hours ago
> Why don't they pay much in taxes? hyperscalers are pretty profitable.

I wouldn't be surprised if those profits are re-imagined as costs paid to some entity in a tax-haven.

Also there's different kinds of taxes. IIRC, local communities get their revenue from sales taxes and property taxes. A data center doesn't sell anything, so they probably get zero from that. I don't really know how they'd factor into property taxes, because they're a blight and I don't know how the locality would assess their value without comparable transactions.

hylaride•about 20 hours ago
Many jurisdictions have lower property taxes for certain kinds of industrial/commercial zoning in the name of bringing in jobs, etc. You sometimes see clusters of businesses at border areas of jurisdictions for this reason. Sometimes it's other advantages. Bottled water companies often take advantage of cheaper municipal water for "industrial" use, for example.
jmyeet•about 20 hours ago
It's worse than that. Data centers aren't a net zero for the area, they're a net negative. They use up water, arguably pollute said water [1], they jack up the price of everybody's electricity (because everyone else ends up paying for the extra infrastructure), can cause pollution directly (eg xAI runs highly-polluting gas turbines in a city through a legal loophole of them being "mobile" [2]) and aren't the quiet, unseen facilities proponents make them out to be (eg [3]).

On top of all that they typically get massive subsidies and tax credits. Why? Because the DC might go somewhere else, allegedly. Where? Nobody wants it. Everybody knows the politicians approving all this are getting bought or just coerced.

I'd love to see a single example of where one of these data centers was welcomed by the community or somehow a net positive.

[1]: https://www.bbc.com/news/articles/cy8gy7lv448o

[2]: https://earthjustice.org/case/xai-illegal-gas-power-plant-da...

[3]: https://www.nbcwashington.com/news/local/northern-virginia/n...

znpy•about 20 hours ago
> they destroy green space

the law addresses exactly this. it greatly overtaxes datacenter in green spaces and lowers taxes in former industrial areas.

Regarding whether it's a good development drive... I can tell you, most companies could save a shitload of money by buying a few pallets of machines and racking them in a... datacenter.

I see our monthly AWS bill, I highly doubt we'd be spending that in datacenter bills.

perks_12•about 21 hours ago
Datacenters need cheap energy, something no region in Europe is having in abundance (except maybe Norway, Sweden, and Finland). I don't think Lombardy was seeing too much DC construction. It's just typical green politics. Forever backwards.

Sure, people feel somewhat AI-fatigued, but blocking the future won't play out nicely for Italy or Europe in general.

qalmakka•about 21 hours ago
As an Italian, I second that this is clearly a populist manoeuvre. Nobody in their sound mind would ever build a big datacentre in Northern Italy, the energy costs are way too expensive. There is no untapped hydro power available, fossil fuel is obviously always going to be more expensive than elsewhere, no nuclear power and you can't roll in a massive solar array with batteries due to how cramped the Po Valley already is. It would ironically make more sense to build it in Southern Italy, where once the political issues are sorted out, the access to wind and solar power are way easier and there are a lot of underdeveloped areas.

But yes, in general Italy (or Europe, maybe except France or Northern Europe with hydro power) isn't the best place to build data centres.

> blocking the future won't play out nicely for Italy or Europe in general.

I think you're somewhat misunderstanding how things in Italy have been working for the better part of the last 2 decades. I am 95% certain that this measure was passed *precisely* because it had zero concrete political downsides. Italian political culture thrives in draconian or purely populist measures that end up being absolutely irrelevant or unenforced (with some terrible miscalculation every once in a blue moon, see the closure of nuclear power plants). You ban something, you get the political clout of doing that, and then nobody actually checks whether the government ever attempted to enforce that law, or that nobody was going to do it in the first place.

Trust in me when I say, if building datacentres in Italy were economically sound nobody would have wanted to pass this measure

bjohnson225•about 19 hours ago
The European Data Centre Assocation is expecting the highest growth rate in Europe to be in Milan and Madrid.

"The selection of tier-2 metropolitan areas shows that overall, they are growing faster than market average. Madrid and Milan are clearly taking the lead and are both able to attract the biggest additional investments. It can safely be said that they are on their way to becoming additional tier-1 locations."

https://www.eudca.org/documents/content/ZlZXb4bRSRefaEVqya2I... (downloads a pdf)

> Trust in me

No, because being Italian doesn't mean you know anything about this. Most Italians think the primary Italian exports are mozzarella and tomatoes.

napolux•about 20 hours ago
Just read the article

> There are already 33 active data centres in the Milan metropolitan area alone; a further 10 are under construction and 23 under evaluation.

Sometimes you will need to do stuff even if energy is not cheap. Come on (I’m italian too)

swiftcoder•about 19 hours ago
> Datacenters need cheap energy, something no region in Europe is having in abundance (except maybe Norway, Sweden, and Finland)

I think you are discounting the speed at which solar is accelerating in southern Europe. Power is already pretty much free during the daytime on the Spanish and Italian grids, and grid-scale battery installations are starting to come online to spread that curve wider.

napolux•about 19 hours ago
> I don't think Lombardy was seeing too much DC construction

read the article:

> Lombardy alone accounted for 63% of the applications submitted throughout Italy.

> There are already 33 active data centres in the Milan metropolitan area alone; a further 10 are under construction and 23 under evaluation.

> If the Milan hinterland is the most 'targeted' area, an increase in interest is also registered in the other provinces: in the rest of Lombardy there are three already active, plus one under construction and five under evaluation.

r_lee•about 21 hours ago
wow, I'm so excited for this "future" where everyone is laid off and miserable
perks_12•about 21 hours ago
The way I see it, we hit a ceiling with the capabilities of AI. Singularity will most likely not happen (not with the resource hunger of current methods). What remains are incredible tools to help remove the most tedious tasks from everyone's work.
HelloMcFly•about 20 hours ago
Which leaves us with plenty of time to take a stroll in our drought-stricken nearby park. What fun we'll have reading the placards of all of the species that used to exist in the nearby creek.

Or if we're above wet bulb climate conditions again, we just watch the newest algorithm invent stories for us built on the uncredited labor of real artists.

b65e8bee43c2ed0•about 20 hours ago
it's happening whether you like it or not.
monegator•about 20 hours ago
>It's just typical green politics. Forever backwards

No. In northern italy alone we have tens of thousands unused warehouse spaces.

Let's use that space for datacenters and solar farms instead of destroying forever yet another plot of fertile land.

If data centers will also bring nuclear to power them, i'm all for it. But let's be honest: realistically they will be powered by coal, maybe gas.

As to why we have so much unused warehouses: some legally have no owner, some have declared bankrupcy and will be leased at absurd prices (it will cost half to build a new one), some were costructed illegaly and all stay there in the limbo because the local administrations would have to pay to reclaim the land

stymaar•about 20 hours ago
> Datacenters need cheap energy, something no region in Europe is having in abundance (except maybe Norway, Sweden, and Finland). I don't think Lombardy was seeing too much DC construction

There's a contradiction between your two first sentences…

Tade0•about 20 hours ago
> It's just typical green politics. Forever backwards.

I believe it has more to do with preserving the landscape that attracts so many tourists.

Solar farms in Italy faced resistance for the same reason.

It's not green politics.

vrganj•about 21 hours ago
You speak of the future as if it were some certain inevitable thing.

The future is what we as humans decide it to be.

Many humans don't like this vision of the future, where we burn our planet so as to concentrate even more power in the hands of the super wealthy. This is them shaping their own future.

joe_mamba•about 20 hours ago
The future doesn't always care about what the majority wishes since not everything is up for debate, like for instance the creation and deployment of nuclear weapons, or whether your neighbor or allies suddenly decide to invade you.
vrganj•about 19 hours ago
Sure. But what's that got to do with data centers?
josefritzishere•about 21 hours ago
Pretty sure blocking it will work perfectly.
rvz•about 21 hours ago
> But blocking the future won't play out nicely for Italy or Europe in general.

Maybe find scalable alternatives or software optimizations that do not require the worlds energy or building even more data centers everywhere and further burning up the planet?

lormayna•about 19 hours ago
Italian here: as the first reading, I thought it was an usual decision against progress and technology. But reading the article it seems a good sense rule: Lombardy was one of the most industrialized zones of Europe and now is migrating to a post industrial model. This law should force reusing the old and unused industrial spaces instead that wasting space in agricultural areas.
latentframe•about 17 hours ago
AI infras is starting to run into the same land using and energy also as heavy industries : when the datacenters compete for grid capacity water and industrial land at scale the local governments just stop treating them like just advanced softwares
dsign•about 20 hours ago
I would bet, 55% chance, that in 15 to 20 years that region will be filled with autonomous farms. Companies mostly run by AI, and labored by agricultural bots. Not an outcome that, even then, people will want. But we rarely get what we want.
notrealyme123•about 20 hours ago
That's very close to a coin flip.
jayGlow•about 19 hours ago
I thought we wanted robots to take over the boring and back breaking jobs?
dsign•about 17 hours ago
Well, of course. Of note, this region in question has a problem with a dearth of young people and specially young people wanting to take those jobs, and if it voted right-wing and populist, you don't need me to tell you what kind of solutions they don't like to their demographic issue.
collabs•about 19 hours ago
if we can tolerate latency for AI data centers why not build them in the middle of nowhere with solar panels, huge battery banks, and fiber connections? What am I missing? It is truly doable now though with sodium batteries. It is more expensive sure but it is doable. We need to not subsidize these data centers first though. These things need to pay their full cost including environmental cost.
j-bos•about 19 hours ago
If they invested a token of the budget into making data centers look beautiful that'd probably reduce the push back by like half.
jgbuddy•about 20 hours ago
This is surely a huge blow to all the hyperscalers looking to build datacenters in the agricultural regions of Italy.
napolux•about 19 hours ago
Read the article man, Lombardy is basically in the center of Europe, compare Milan with Los Angeles and see how small it is actually

> There are already 33 active data centres in the Milan metropolitan area alone; a further 10 are under construction and 23 under evaluation.

If the Milan hinterland is the most 'targeted' area, an increase in interest is also registered in the other provinces: in the rest of Lombardy there are three already active, plus one under construction and five under evaluation.

jgbuddy•about 16 hours ago
Agreed- my comment was tongue-in-cheek.
zuzululu•about 19 hours ago
EU consumers will foot the bill by paying more and lagging behind America
pjmlp•about 17 hours ago
Unfortunately big tech will just pay it, they should be forbidden in first place.
PowerElectronix•about 21 hours ago
Who needs computers, anyways
epolanski•about 19 hours ago
I think that's mostly virtue signaling.

Italy isn't a particularly attractive place to run data centers for different reasons, starting from the very high cost of energy.

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Bender•about 20 hours ago
I am usually apposed to any tax on anyone or any entity for any reason but I am also jaded after a lifetime of seeing taxes almost entirely go to fraud waste and abuse that only grows with time and very rarely ever shrinks. me and my weird fantasies about implementing the code of bushidĹŤ in all governments world wide.

This will be an unpopular opinion as I have many but if these taxes are allocated 100% to offsetting taxes and costs for the farmers then I would support it but I am not in Italy so thankfully it does not matter what I or most people think. Farmers have thin margins and have to compensate for weather that they do not control. They are also very under appreciated which is bizarre to me given they provide our food.

sagarm•about 20 hours ago
Isn't there already enough graft directed towards farmers?
Bender•about 20 hours ago
Yes and no. There is money allocated to grow specific crops and if it were up to me that would vanish. Farmers would go back to growing what the economy was demanding and not artificially propping up corn for ethanol.

I would take vehicles in two directions. EV's where it makes sense and hyper efficient hybrid vehicles that emit clean exhaust and get 150+mpg to fill some EV gaps until battery tech progresses quite a bit more.

eur0pa•about 19 hours ago
Good.
dfxm12•about 20 hours ago
My Italian is not as good as it used to be. Does anyone know what the current tax is? I mean, is this going from 1% -> 2-3%, or is it a more meaningful increase?
napolux•about 19 hours ago
Nothing is taxed al 1% in italy, not even basic food (4%)
re-thc•about 21 hours ago
> built in green/agricultural areas

So they want them in other areas instead? Like next to residential area?

I'm not sure they understand the implications...

utopiah•about 21 hours ago
Just had to read few more paragraphs : "the use of disused former industrial areas is favoured. In this case there are no additional burdens, but rather the law proposes bureaucratic simplifications."

It's even in bold "the use of disused former industrial areas"

jamespo•about 21 hours ago
Perhaps an AI summary would have helped here
john_strinlai•about 21 hours ago
>Like next to residential area?

or... industrial areas?

oersted•about 20 hours ago
Indeed, I don't quite understand the issue. I get that the data centers are big and expensive, but they must be nothing compared to any ordinary heavy-industry site right? In all aspects: space, pollution, energy, water...
napolux•about 20 hours ago
old industrial areas, which sometimes are pretty far from residential ones
phendrenad2•about 21 hours ago
Sure, why not. But if you drop an AI datacenter in the middle of an agricultural area, you won't be able to find it. Because AI datacenters are actually tiny by comparison.
rvz•about 21 hours ago
Cryptocurrencies never needed so much data centers as there are many alternatives to the worst one (Bitcoin) that improved their performance and there are environmentally friendly alternatives.

LLMs on the other hand have an insatiable requirement for trillions of dollars of data centers, causing memory prices to skyrocket, companies to layoff staff to increase capital expenditure on even more data centers instead of improving the software to run these models.

There are no 'environmentally friendly' alternatives to LLMs and this tax tells you everything you need to know why it exists.

utopiah•about 21 hours ago
Is it inherent to the architecture of LLMs/GenAI or rather is it because VCs fund what they can capture and others can't fund?