this post was submitted on 04 Jun 2024
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The tragic irony of the kind of misinformed article this is linking is that the server farms that would be running this stuff are fairly efficient. The water is reused and recycled, the heat is often used for other applications. Because wasting fewer resources is cheaper than wasting more resources.
But all those locally-run models on laptop CPUs and desktop GPUs? That's grid power being turned into heat and vented into a home (probably with air conditioning on).
The weird AI panic, driven by an attempt to repurpose the popular anti-crypto arguments whether they matched the new challenges or not, is going to PR this tech into wasting way more energy than it would otherwise by distributing it over billions of computer devices paid by individual users. And nobody is going to notice or care.
I do hate our media landscape sometimes.
But efficiency is not the only consideration, privacy and self reliance are important facets as well. Your argument about efficiënt computing is 100% valid but there is a lot more to it.
Oh, absolutely. There are plenty of good reasons to run any application locally, and a generative ML model is just another application. Some will make more sense running from server, some from client. That's not the issue.
My frustration is with the fact that a knee-jerk reaction took all the 100% valid concerns about wasteful power consumption on crypto and copy-pasted them to AI because they had so much fun dunking on cryptobros they didn't have time for nuance. So instead of solving the problem they added incentive for the tech companies owning this stuff to pass the hardware and power cost to the consumer (which they were always going to do) and minimize the perception of "costly water-chugging power-hungry server farms".
It's very dumb. The entire conversation around this has been so dumb from every angle, from the idiot techbros announcing the singularity to the straight-faced arguments that machine learning models are copy-pasting things they find on the Internet to the hyperbolic figures on potential energy and water cost. Every single valid concern or morsel of opportunity has been blown way out of reasonable proportion.
It's a model of how our entire way of interacting with each other and with the world has changed online and I hate it with my entire self.
Thanks for the perspective. I despise the way the generative models destroy income for entry level artists, the unhealthy amount it is used to avoid learning and homework in schools, and how none of the productivity gains will be shared with the working class. So my view around it is incredibly biased and when I hear any argument that puts AI into bad light I accept it without enough critical thinking.
From what I learned over the years: AI isn't likely to destroy income for entry-level artists. They destroy the quagmires those artists got stuck in. The artists this will replace first and foremost are those creating elevator music, unassuming PowerPoint presentation backgrounds, Stock photos of coffee mugs. All those things where you really don't need anything specific and don't really want to think about anything.
Now look how much is being paid for those artworks by the customers on Shutterstock and the like. Almost nothing. Now imagine what Shutterstock pays their artists. Fuck all is what. Artists might get a shred of credit here and there, a few pennies, and that's that. The market AI is “disrupting” as they say, is a self-exploitative freelancing hellhole. Most of those artists cannot live off their work, and to be frank: Their work isn't worth enough to most people to pay them the money they'd need to live.
Yet, while they chase the carrot dangling in front of them, dreaming of fame and collecting enough notoriety through that work to one day do their real art, instead of interchangeable throwaway-stuff made to fit into any situation at once, Corporations continue to bleed them dry, not allowing any progress for them whatsoever. Or do you know who made the last image of a coffee mug you saw in some advert?
The artists who manage to make a living (digital and analog) are those who manage to cultivate a following. Be that through Patreon, art exhibitions, whatever. Those artists will continue to make a living because people want them to do exactly what they do, not an imitation of it. They will continue to get commissioned because ´people want their specific style and ideas.
So in reality, it doesn't really destroy artists, it replaces one corpo-hellhole (freelancing artist) with another (freelancing AI trainer/prompter/etc)
I will keep that perspective in mind, thank you. I am very held back by the amount of resistance and pushback by myself against ai developments, and it is very hard to warm up to something being shoved down by these huge malicious corporations and not be worried about how they will use it against us.
It sounds like one of the most impressive things in recent history and something that would fill me with joy and excitement but we’re in such a hostile environment that I am missing out on all that. I haven’t even managed to get myself to warm up to at least trying one out.
It's really not that exciting. Quite the opposite. The rush for AI in everything is absolutely bonkers, since those LLMs are just stupid as fuck and not suited for any sort of productive performance they get hyped up to achieve.
ah so you were only annoyed that people are against doing the stupid computations in the datacenter and there will be less efficient grid version?
I'm annoyed that we're going crazy because computers manage to spew out bullshit that vaguely sounds like the bullshit humans spew out, yet is somehow even less intelligent. At the same time, people think, this empty yapping is more accurate and totally a miracle, while all it really shows is that computers are good at patterns and language and information follow patterns - go figure.
I'm annoyed that Silicon Valley tech evangelists get away with breaking every law they fucking want, once again in the creation of those tools.
Yet, I'm neither worried about the ecological impact nor about the impact on the workforce. Yes, jobs will shift, but that was clear as day since I was a kid. I don't even necessarily think “AI” will be the huge game changer it's made up to be.
When they run out of training data (which is fueled by slave labor, because of fucking course it is) or AIs start ingesting too many AI-generated texts, the models we have today just collapse, disintegrating into a blabbering mess.
I think the same I just really grasp every opportunity to get convinced otherwise because it’s such a bummer