Whether there's enough for calling it irony is probably a different question.
Datacenters save a lot more energy than they make. Alone how much co2 is saved when i can do my banking online instead of having to drive to a bank is significant.
The same with a ton of ohter daily things i do.
Is video producing co2? yes. But you know what creates a lot more co2? Driving around for entertainment.
And the companies running those GPUs actually have an incentive to be co2 neutral while bitcoin miners don't: They 1. already said they are doing / going co2 neutral due to 2. marketing and they will achieve it becauseh 3. they have the money to do so.
When someone like Bill Gates or Suckerberg say 'lets build a nuclear power plant for AGI' than they will actually just do that.
What's more likely, watching a movie online, drive to watch a movie in a cinema?
You know what creates a lot less CO2? Staying at home reading a book vor playing a board game.
>Datacenters save a lot more energy than they make
I think you mean CO2. And I doubt that they actually save anything because datacenters are convenient so we use them more as alternatives with less convenience.
Like the movie example, we watch more and even bad movies if it's just a click on Netflix than we do if we have to drive somewhere to watch.
MS recently announced they fail der CO2 target but instead produce 40% more because of cloud services like AI
We need to be realistic here. We know what modern entertainment looks like and its not realistic at all to just 'read books' and play board games.
I don't know how much energy Netflix uses serving a movie, but playing a video game on my PC for two hours where I'm located might generate a kg of CO2. That's about as much as I'll breathe in a day. Relative to other sources of atmospheric CO2 I'm not that concerned.
I agree with your second paragraph, and selling the "make better choices to save the world" argument is an industry playbook favorite. Environmental damage needs to be put on the shoulders of those who cause it, which is overwhelmingly industrial actors. AI is not useful enough to continue the slide into burning more fossil fuels than ever. If it spurs more green energy, good. If it's the old "well this is the way things are now", that's really not good enough.
We will have better batterires thanks to ml material research.
We will be able to calculate and optimize everything related to flow like wind.
The last thing we need to optimize is compute and compute is what has the most money anyway. One of the first industries going green is datacenters. Google for example is going green 24/7 (so not just buying solar power but pulling green energy from the grid 24/7 through geo thermy and others).
AI/ML big datacenters are crucial for all the illneses we have which no one cares enough to solve. For example, i have one of these and we need data to make a therapy for this and i'm not alone.
How many battery breaktroughs did we have before AI? They rarely lead to new batteries.
>AI/ML big datacenters are crucial for all the illneses we have which no one cares enough to solve.
Too bad that companies like OpenAI and MS buy most of the hardware for their data centers to write summaries of articles and emails and to create pictures.
And even if they find a cure, doesn't mean it will be available for people in need, not without a hefty fee.
Just look at the profit margin of insulin.
ML on x-ray pictures is super easy technology which partially already is better than x-ray experts. Its not far away to have build in diagonstics or cheap online services. And yes they will reach poorer people than before. It will also allow a lot more people to get better diagnosis.
My sister has a type of blood cancer, she would have been dead by now if research wouldn't have found a solution 13 years ago.
And no MS and OpenAI and google are not just using their DCs to write summeries. They use it to do research. A LOT actually.
And take a look at google ios and the research papers, plenty of medical papers coming from those big companies.
Alpha Folde 2? Changed a lot too
>Google’s Emissions Shot Up 48% Over Five Years Due to AI
Driving too the cinema to watch a movie produces more CO2 than watch one movie online but online makes it more convenient so you watch more. That sums up to more CO2 emission.
The point is that higher efficency is wortless in terms of CO2 emissions if it leads to higher usage that compensates for the savings.
If a programmer can program faster with AI it's good if he only needs 1 hour instead of 8 but if he still programs 8 hours a day AI's energy consumption comes just on top of his previos consumption.
Climate change doesn't care how efficient you produce more CO2, more is simply more.
For everything else, there are already plenty of energy saving mechanism build into the CPUs, Mainboards, Disks etc. A Datacenter doesn't run on 100% Energy just because the load is reduced.
The normal miner doesn't go to those bitcoin conferences, they buy asics, put them in some warehouses around the world and make money.
And if the online bank wasn't sending a bunch of requests to a bunch of third party ad networks on every click, it would save even more.
But this is a complex calculus and - frankly - feels like a distraction from the issue. I don't want to get into the weeds of calculating micro-emissions of daily activities, I want climate responsibility and reduction in energy consumption across the board.
We need AI/ML for getting there faster and helping more people around us. Alone for weather simulations but also for medicine, material research for batteries etc.
My perspective is not limited. Just because people live in a city center, doesn't mean that most people do. Open Google Maps and take a look.
Till then, I will probably avoid more and more communicating with strangers on the internet. It will get even more exhausting, when 99% of them are fake.
Everyone is playing lip service to global warming, energy efficiency, reducing emissions.
At the same time data centers are being filled with power hungry graphic cards and hardware to predict if showing a customer an ad will get a clock, generating spam that “engages” users aka clicks.
It’s like living in a episode of black mirror.