Despite its name, the infrastructure used by the “cloud” accounts for more global greenhouse emissions than commercial flights. In 2018, for instance, the 5bn YouTube hits for the viral song Despacito used the same amount of energy it would take to heat 40,000 US homes annually.
Large language models such as ChatGPT are some of the most energy-guzzling technologies of all. Research suggests, for instance, that about 700,000 litres of water could have been used to cool the machines that trained ChatGPT-3 at Microsoft’s data facilities.
Additionally, as these companies aim to reduce their reliance on fossil fuels, they may opt to base their datacentres in regions with cheaper electricity, such as the southern US, potentially exacerbating water consumption issues in drier parts of the world.
Furthermore, while minerals such as lithium and cobalt are most commonly associated with batteries in the motor sector, they are also crucial for the batteries used in datacentres. The extraction process often involves significant water usage and can lead to pollution, undermining water security. The extraction of these minerals are also often linked to human rights violations and poor labour standards. Trying to achieve one climate goal of limiting our dependence on fossil fuels can compromise another goal, of ensuring everyone has a safe and accessible water supply.
Moreover, when significant energy resources are allocated to tech-related endeavours, it can lead to energy shortages for essential needs such as residential power supply. Recent data from the UK shows that the country’s outdated electricity network is holding back affordable housing projects.
In other words, policy needs to be designed not to pick sectors or technologies as “winners”, but to pick the willing by providing support that is conditional on companies moving in the right direction. Making disclosure of environmental practices and impacts a condition for government support could ensure greater transparency and accountability.
Yes it does, and wait until you hear about literally every other industry.
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“aI AnD cRyPtO aRe ThE sAmE bRo”
You know that your take that they both must suck in the exact same ways just because tech bros get hyped about them, is literally just as shallow, surface level, and uninformed as most tech bros?
Like yeah man, tech hype cycles suck. But you know what else was once a tech hype cycle? Computers, the internet, smartphones. Sometimes they are legitimate, sometimes not.
AI is solving an entirely new class of problem that computers have been literally unable to solve for their entire existence. Crypto was solving the problem of making a database without a single admin. One of those is a lot more important and foundational than the other.
On top of that, crypto algorithms are fundamentally based on “proof of work”, i.e. literally wasting more energy than other miners in the network is a fundamental part of how their algorithm functions. Meaning that with crypto there is basically no value prop to society and it inherently tries to waste energy, neither is the case for AI.
Plus guess how much energy everyone streaming 4K video would take if we were all doing it on CPUs and unoptimized GPUs?
Orders of magnitude more power than every AI model put together.
But guess what? Instead we invented 4k decoding chips that are optimized to redner 4k signals at the hardware level so that they don’t use much power, and now every $30 fire stick can decode a 4k signal on a 5V usb power supply.
That’s also where we’re at with the first Neural Processing Units only just hitting the market now.
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Sure, uninformed tech hypebois suck in the same way, but the arguments around crypto and AI, especially around energy usage, are fundamentally not the same.
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Someone posted a shitty article about AI and power usage, someone pointed out that literally every industry uses a ton of power but AI gets clicks, you said AI and Crypto bros are the same.
If you don’t mean to imply that the counter arguments around AI and Crypto in terms of energy use are the same then write better given the context of the conversation.
And posting another shitty article that just talks about power usage going up across literally all types of industry, including just normal data centers and manufacturing plants, and then vaguely talking about chatGPT’s power usage compared to Google search to try and make it sound like those things are connected, is not having a serious discussion about it.
It’s skimming a clickbait headline of a clickbait article and regurgitating the implication in it like it’s a fact.
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Cryptocurrencies have no real world applications. AI does.
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Such as?
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What about this?
That’s wrong, I buy drugs online with cryptocurrencies all the time to this day and have done it long before the normies showed up and turned it into a mostly financial scam.
Evading the man and LEOs when the law ain’t right is my god-given right and I’m thankful to be born in the age of onions and crypto.
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If you could hold your breath long enough to get out of your first world bubble, you would be able to see that bitcoin is massively popular amongst people who need ways to escape their collapsing fiat currencies. It is hilarious how spoiled people who happen to be born in countries where everything is taken care of them are too thick and compationless to even consider that other people have actual problems.
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I’m lucky enough to be from a country with a relatively stable fiat currency, although it is unclear how much longer that will be the case. In order to protect the value I’ve gained from my work, I do hold some of it in Bitcoin. I also use it to support charitable efforts in less fortunate countries. It is an excellent way to transfer value to exactly who I want to transfer it to without giving massive fees to banks and other companies that facilitate the transfer of funds.
A big thing to remember is that whenever you hold any countries currency, you are basically giving them a blank check to your energy. You are telling them that they can have as much of the value that you have saved that they want. When they print more money, they are taking that value directly from you. It is one thing to pay taxes on income, property, and goods purchased and sold, but on top of that, they have the ability to extract extra value from you just by running their printers. The more you believe that a government represents you and has your best wishes at heart, the more you should be holding their currency.
Go on benefiting from the people who actually do stuff while simultaneously whining about it. You’ve been using AI for 20 years, you’re just too thick to know about it. There are millions of people in 2nd and 3rd world countries who have had their lives massively improved thanks to bitcoin, you’re just too spoiled and naive and to give a shit about them. Climb down off your soap box and go read something beyond the headline.
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That other poster is using a disingenuous debate tactic called “whataboutism”. Basically shifting the focus from what’s being criticised (AI resource consumption) to something else (other industries).
Your comparison with evangelists is spot on. In my teen years I used to debate with creationists quite a bit; they were always
- oversimplifying complex matters
- showing blatant lack of reading comprehension, and distorting/lying what others say
- vomiting certainty on things that they assumed, and re-eating their own vomit
- showing complete inability to take context into account when interpreting what others say
- chain-gunning fallacies
- “I’m not religious, but…”
always to back up something as idiotic as “the world is 6kyo! Evolution is a lie!”.
Does it ring any bell for people who discuss with AI evangelists? For me, all of them.
(Sorry bolexforsoup for the tone - it is not geared towards you.)
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Cryptos have drastically reduced their energy consumption through technological improvements.
That’s why nobody complains about crypto energy consumption anymore. It’s just bitcoin.
But these LLMs just need more and more with no end in sight.
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There are layers of wrong and stupid to this article.
Despite its name, the infrastructure used by the “cloud” accounts for more global greenhouse emissions than commercial flights.
“The cloud” accounts for something like 80% of the internet across the entire planet. I’d be curious what 80% of transportation infrastructure would end being in comparison… no takers? We’re only comparing to (some) flights instead of, I dunno, the vast bulk of our fossil fuel powered transport infra?
In 2018, for instance, the 5bn YouTube hits for the viral song Despacito used the same amount of energy it would take to heat 40,000 US homes annually.
Oh no, the most popular song in the world used the same amount of energy as 40k homes in the US. The US probably has something in the range of a hundred million homes. The efficiency of computing equipment increases by a sizable percentage every single year, with the odds being good the same data could be served at 1/20th the cost today. So why aren’t we talking about, say, heat pumps for those homes? You know, since they’re still using the same amount of energy they did in 2018?
…about 700,000 litres of water could have been used to cool the machines that trained ChatGPT-3… Additionally, as these companies aim to reduce their reliance on fossil fuels, they may opt to base their datacentres in regions with cheaper electricity, such as the southern US, potentially exacerbating water consumption issues…
What is this idiocy? You realize that a chip fab uses something to the tune of ten million gallons of water per day, right? Ten million. Per day. I’m not even looking at other industrial processes, which are almost undoubtedly worse (and recycle their water less than fabs) - but if you’re going to whine about the environmental impact of tech, maybe have a look at the manufacturing side of it.
Furthermore, while minerals such as lithium and cobalt are most commonly associated with batteries in the motor sector, they are also crucial for the batteries used in datacentres. The extraction process often involves significant water usage and can lead to pollution, undermining water security. The extraction of these minerals are also often linked to human rights violations and poor labour standards.
Man, we’re really grasping at straws here. More complaining about water usage, pollution, water security, labor standards, human rights violations… wait, were we talking about the costs of data centers or capitalism in general? Because I’m pretty sure these issues are endemic, across every industry, every country, maybe even our entire economic system. Something like a data center, which uses expensive equipment, likely has a lower impact of every single one of these measures than… I dunno… clothes? food? energy production? transport? Honestly guys, I’m struggling to think of an industry that has lower impact, help me out (genuine farm to table restaurants, maybe).
There are things to complain about in computing. Crypto is (at least for the time being) a ponzi scheme built on wasting energy, social media has negative developmental/social effects, etc. But the environmental impact of stuff like data centers… its just not a useful discussion, and it feels like a distraction from the real issues on this front.
In fact I’d go further and say its actively damaging to publish attack pieces like these. The last few years I didn’t drive to the DMV to turn in my paperwork, I did it over the internet. I don’t drive to work because I’m fully remote since the pandemic, cutting my gas/car usage by easily 90%. I don’t drive to blockbuster to pick out videos the way I remember growing up. The sheer amount of physical stuff we used to do to transmit information has been and is gradually all being transitioned to the internet - and this is a good thing. The future doesn’t have to be all bad, folks.
the infrastructure used by the “cloud” accounts for more global greenhouse emissions than commercial flights
This comparison is bad. Commercial flights don’t use electricity, they use jet fuel, pumping fumes directly into the atmosphere. I don’t see a single complaint about HOW electricity is produced. I just read about how there’s too much solar power in California. A serious disconnect in the logic blaming AI for pollution when we should be blaming the way we produce electricity.
They’re taking about emissions, not energy use. You have a reading comprehension issue. The emissions are from the energy production. It’s logical to say that a, largely pointless, technology using high amounts of electricity cause emissions through the generation of electricity to power the pointless AI tech.
we should be blaming the way we produce electricity
I’m also referring to emissions, just redirecting focus about HOW electricity is produced. Also, AI is not pointless, that’s a bad claim. You have a comprehension issue.
I didn’t miscomprehend, you just disagree with my reasonable assertion that AI is pointless and sucks. Hope this helps!
That is not a reasonable assertion at all. AI is being used in more ways than what is being described in your rage-bait media diet. “AI is pointless and it sucks” is a blatantly ignorant statement.
It’s marginal utility is not worth the energy expenditures.
You just don’t know what it is beyond memes.
No reason for this to have been removed
