It's not secret, people just don't care. Manufacturers publish power and cooling data on spec sheets, but because people are easily wowed by pure garbage masquerading as breakthroughs and "future", they simply ignore the costs and push ahead. Add in the fact that most "AI" startups are actual scams, and you've got a corporate incentive to pretend this isn't doing permanent damage too.
this post was submitted on 20 Feb 2024
242 points (95.1% liked)
News
23266 readers
3611 users here now
Welcome to the News community!
Rules:
1. Be civil
Attack the argument, not the person. No racism/sexism/bigotry. Good faith argumentation only. This includes accusing another user of being a bot or paid actor. Trolling is uncivil and is grounds for removal and/or a community ban. Do not respond to rule-breaking content; report it and move on.
2. All posts should contain a source (url) that is as reliable and unbiased as possible and must only contain one link.
Obvious right or left wing sources will be removed at the mods discretion. We have an actively updated blocklist, which you can see here: https://lemmy.world/post/2246130 if you feel like any website is missing, contact the mods. Supporting links can be added in comments or posted seperately but not to the post body.
3. No bots, spam or self-promotion.
Only approved bots, which follow the guidelines for bots set by the instance, are allowed.
4. Post titles should be the same as the article used as source.
Posts which titles don’t match the source won’t be removed, but the autoMod will notify you, and if your title misrepresents the original article, the post will be deleted. If the site changed their headline, the bot might still contact you, just ignore it, we won’t delete your post.
5. Only recent news is allowed.
Posts must be news from the most recent 30 days.
6. All posts must be news articles.
No opinion pieces, Listicles, editorials or celebrity gossip is allowed. All posts will be judged on a case-by-case basis.
7. No duplicate posts.
If a source you used was already posted by someone else, the autoMod will leave a message. Please remove your post if the autoMod is correct. If the post that matches your post is very old, we refer you to rule 5.
8. Misinformation is prohibited.
Misinformation / propaganda is strictly prohibited. Any comment or post containing or linking to misinformation will be removed. If you feel that your post has been removed in error, credible sources must be provided.
9. No link shorteners.
The auto mod will contact you if a link shortener is detected, please delete your post if they are right.
10. Don't copy entire article in your post body
For copyright reasons, you are not allowed to copy an entire article into your post body. This is an instance wide rule, that is strictly enforced in this community.
founded 1 year ago
MODERATORS
Within years, large AI systems are likely to need as much energy as entire nations.
That doesn't sound like they're taking future hardware optimizations into account, we won't be using GPUs for this purpose forever (as much as Nvidia would like that to be true lol)
I'm not sure if future optimization wouldn't bring more demand. At least, that's what my hardware and apps shown in a couple of decades. If another start up would have an ability to train with additional billion or trillion of parameters, I'm sure they would. It also leads to a wider window for poor optimization.
Anything power saved by hardware design improvements will be consumed by adding more transistors. You will not be seeing a power consumption decrease. Manufacturers of this hardware have been giving talks for the past two years calling for literal power plants to be build co-resident with datacenters.
That was my thought too. I heard a take about how we may see us shift away from GPUs to purpose built PUs as a way to continue process progress now we’re getting pretty small on the silicon scale. Neural nets may be one of these special “PU”s we see.
load more comments
(7 replies)
Not to mention that increasing usage of AI means AI is producing more useful work in the process, too.
The people running these AIs are paying for the electricity they're using. If the AI isn't doing enough work to make it worth that expense they wouldn't be running them. If the general goal is "reduce electricity usage" then there's no need to target AI, or any other specific use for that matter. Just make electricity in general cost more, and usage will go down. It's basic market forces.
I suspect that most people raging about AIs wouldn't want their energy bill to shoot up, though. They want everyone else to pay for their preferences.
load more comments
(1 replies)