this post was submitted on 16 Sep 2026
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[–] NuanceDemon@lemmy.dbzer0.com 47 points 1 day ago (10 children)

Im surprised there are still people down on this first step of the ladder you're lingering on.

Even most AI pessimists these days agree its useful as a force multiplier, allowing one person to do a bit more work in a given time frame, while still maintaining that its not competent enough to entirely replace a human in all but the most fringe cases.

"Its useless and acheives nothing" is not a realistic take and anybody who does any kind of office job and has used an ai in the past year would be able to tell you the same.

You can remain anti-ai while still being realistic that it can be useful.

Especially if you acknowledge that the product is not the root of the problem, the late-stage capitalist system its being built to serve is the problem.

[–] melfie@lemmy.zip 1 points 6 hours ago

LLMs improved significantly throughout 2024 until the first half 2025 and have now leveled off to more incremental gains instead of doubling benchmark scores within a few months. I think those days may be over. However, people who dismissed LLMs in 2024 and 2025 won’t have a correct understanding of their current capabilities. They’re useful and will probably continue with incremental improvements, but they’re also not a silver bullet that will magically produce high quality work without a competent human at the helm contributing most of the critical thinking and creativity.

[–] tyler@programming.dev 36 points 1 day ago (12 children)

It sure is useful at making my boss post a lot of conflicting things because AI can’t understand context at all. “Force multiplier” doesn’t mean it’s multiplying good things. It can just as easily multiply nonsense.

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[–] NaibofTabr@infosec.pub 31 points 1 day ago* (last edited 1 day ago) (3 children)
  1. The cost of operating these machine learning systems is too high, and the benefit too low:

https://www.forbes.com/sites/jemmagreen/2026/07/02/ai-costs-more-than-the-people-it-replaced/

https://economictimes.indiatimes.com/tech/artificial-intelligence/ai-costs-spiral-as-firms-lose-spending-control/articleshow/131397973.cms

https://cybernews.com/ai-news/ai-token-human-salaries-automation-spending-tech-execs/

  1. The most productive thing the current generation of machine learning systems has done is fill the Internet with garbage:

https://www.pcworld.com/article/1971683/ai-is-filling-up-the-internet-with-garbage-spam-sites.html

https://futurism.com/artificial-intelligence/over-50-percent-internet-ai-slop

https://mashable.com/article/ai-generated-internet-era-already-here

  1. LLMs are real, AI is fake.

https://pluralistic.net/2026/09/12/god-in-the-box/#llms-are-fake

The current trends in software development are being driven primarily by the interests of venture capitalists who are trying to escape the debts they acquired buying into Web 3.0 (remember Web 3.0?), the Metaverse/VR, and cryptocurrency. They're looking for the next big get-rich-quick option, and manipulating the market to try and force it to happen. The people making decisions about which projects get funded literally do not care if the end product is useful or destructive or whatever, as long as it looks convincing enough to get other people to buy it. This is why there's been so much recent hype about "AI" "escaping" its test environments and hacking other companies &etc. It makes the product sound more capable than it is in reality. It's also why the Trump administration is all-in on "AI" development and actively threatening people who object - because Trump loves a good scam that he can make money off of, and he loves to respond with violence or threats of violence when people get in his way.

The current generation of machine learning models requires vast amounts of input data to achieve useful outcomes. The entire content of the public Internet has already been scraped and ingested. There is no more training data to feed in. The current systems will gain marginal improvements in efficiency and in focusing the models to perform better at certain tasks, but that will be it. They will not magically become capable of learning new tasks for which there is not millions of data points for training. The training is done, refining is in progress, but there will not be any major leaps in capability. There certainly won't be a general artificial intelligence.

Maybe the next generation of machine learning will produce software that can teach itself without an Internet's worth of input data. That will happen after the current market implodes, and another generation or two of research and development is completed.

Perhaps there is some value in the current generation as you say. Whatever the benefit of it might be, the cost is far too high. It is not and never will be worth the damage being done to the Internet, the economy, human society, and the environment we all live in.

And I haven't even gotten into generative models being used to create child exploitation material, run massive scam operations, produce massive amounts of propaganda, or enable the authoritarian surveillance state. This stuff is trash, the people in charge of the development are trash, the people peddling it are trash, the people funding it are trash, and the people that support it are trash.

Get correct.

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[–] Grandwolf319@sh.itjust.works 28 points 1 day ago (2 children)

"Its useless and acheives nothing" is not a realistic take and anybody who does any kind of office job and has used an ai in the past year would be able to tell you the same.

I have an office job and I can tell you it’s useless.

Sure you might feel like your being more productive but that’s only because your lowering your output quality.

Reducing cost by reducing quality has always existed.

Think about it this way, if you reach support helpline, would you feel like your getting the same quality support if it’s a chatbot?

[–] harmbugler@piefed.social 3 points 1 day ago (1 children)

I also have an office job and can tell you I have uses for it.

I don't use it to produce anything, but where I am researching something and have run out of leads it can sometimes produce more which are then verified.

[–] Grandwolf319@sh.itjust.works 4 points 1 day ago* (last edited 1 day ago)

have run out of leads it can sometimes produce more

I sometimes use it for that too but imo that’s a downgraded replacement from asking a colleague or a more senior person.

The capitalist class has squeezed the workers so much that taking a step back and asking your peers can be seen as wasting time, but that’s when breakthroughs happened.

If your wondering why I use it, well I think big brother is probably watching so my use shouldn’t be zero. I would much rather have collaboration time

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[–] Ilovethebomb@sh.itjust.works 15 points 1 day ago (1 children)

Possibly, but there's no practical use for it in my industry, and everything I've seen it try and do has been, at best, mediocre. I've also noticed that the people who are most enthusiastic about it are never particularly impressive themselves.

Overall, I think it gets far more credit than it deserves, from both it's fans and critics.

[–] NuanceDemon@lemmy.dbzer0.com 5 points 1 day ago (4 children)

Kinda makes sense that the people you see getting the most out of it aren't particularly "impressive" when a lot of its practical utility is in fairly mundane office and middle-management work, no?

But even fairly modest productivity gains multiplied across millions of workers can have enormous consequences.

Whether or not those workers will actually see any financial benefits out of it is a different question entirely.

[–] untorquer@quokk.au 10 points 1 day ago (1 children)

But even fairly modest productivity gains multiplied across millions of workers can have enormous consequences.

Good yes finally! We need to burn the planet for modest productivity gains.

[–] NuanceDemon@lemmy.dbzer0.com 1 points 1 day ago (1 children)

You looked at the amount of solar the world has implemented over the last couple of years to compensate though?

Or how fast a unit of work has been getting exponentially cheaper over very short spaces of time?

You're not unreasonable in glancing at the situation and seeing Doom, dont get me wrong, but if you do more than glance there is a more positive picture forming.

Of course, political reform will be crucial or we're fucked either way.

[–] untorquer@quokk.au 2 points 1 day ago (1 children)

You can't compensate for wantan abuse.

The alternative means for producing sufficient energy for a better standard of living than most of us are privileged enough to experience has been around for several decades now(much longer with caveats).

These decisions to not only continue to use fossil fuels but to accelerate the pace of ecological destruction in the name of "compute", all the while failing to benefit or protect the rights of laborers, are purely political and always has been.

political reform will be crucial or we're fucked either way.

Politics is the choice between a solarpunk or a cyberpunk present. It could be better today if we simply choose.

[–] NuanceDemon@lemmy.dbzer0.com 2 points 1 day ago

Agreed 🤷‍♂️

[–] Grandwolf319@sh.itjust.works 7 points 1 day ago

when a lot of its practical utility is in fairly mundane office and middle-management work, no?

So business created inefficient ways of working then pat themselves on the back when they come up with an expensive shortcut?

Or you know, office processes are the problem.

[–] Feyd@programming.dev 3 points 1 day ago* (last edited 1 day ago) (11 children)

middle-management

Trust me... middle managers using LLMs are not doing anything but throwing slop everywhere

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[–] Ilovethebomb@sh.itjust.works 2 points 1 day ago

Oh, I think we both know the answer to that question.

[–] echodot@feddit.uk 5 points 1 day ago* (last edited 1 day ago) (4 children)

I use it rewrite work emails, that way I don't have to put any thought into formatting or punctuation it's just a stream of consciousness that then translates into a proper formatted email. But that is pretty much it.

If my private life I don't use AI for anything, not because I have a particular hatred of AI, I just don't have anything that can think that it could be used for.

If the technology suddenly became unavailable, I'd be absolutely fine. I don't think it's a good idea to become too reliant on AI anyway, it leaves you vulnerable to price gouging. I like to keep all my thinking inside my own brain where it's free.

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[–] kestrel7_7@lemmy.world 3 points 1 day ago* (last edited 1 day ago) (1 children)

If it’s so useful, then surely all these AI companies are making money, right? I’ll wait

[–] NuanceDemon@lemmy.dbzer0.com 2 points 1 day ago

What are you waiting for?

A product can be useful to its users while the companies providing it are still unprofitable because they're spending enormous amounts on R&D, infrastructure and expansion.

This regurgitated, thought-terminating sentiment confuses utility with the providers current profit margin. Its fair enough to not understand how businesses operate but taking shots in the dark while not really knowing what you're talking about isnt sensible.

[–] Feyd@programming.dev 5 points 1 day ago* (last edited 1 day ago) (3 children)

I think it has some uses for people that can utilize it intelligently, but what what I've actually observed is it that it lets incompetent people look like they're doing more work while making more work for others.

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[–] Sabdalo@tardigram.com 1 points 1 day ago (1 children)

The problem is that before we reach a compromise between usability, efficiency, fairness, and the jobs it will destroy, we’ll already be screwed...

[–] NuanceDemon@lemmy.dbzer0.com 1 points 1 day ago

That’s possible, but I’m not convinced. At a certain point, a world dominated by services that most people can no longer afford stops making economic sense.

It’s easy to look at the current trajectory and assume it continues indefinitely, but systems are more adaptive than that. As the playing field changes, businesses, governments and consumers change their behaviour too. The incentives themselves shift as the consequences become clearer.

[–] psx_crab@lemmy.zip 3 points 1 day ago

I have no opinion on this conversation, i just wanna acknowledge your username and how it fit the conversation.