this post was submitted on 19 Feb 2026
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Unpopular Opinion

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It's in the title. I've been waiting and hoping for some counterexamples, but I've concluded, and I think people need to be ready for the eventuality that the AI bubble is NOT going to burst.

That's a bold claim, but I'm prepared to back it up.

  1. Not adopting the AI paradigm is going to become increasingly costly

First of all, it's not going to not burst because AI is good or useful. In fact, right now, we see lots of companies pushing away from AI because it is unreliable and problematic.

But the alternative costs from the other side are creeping up. If you are a company looking to hire developers to write software, you need to provide development machines to those developers. A development machine that might have cost $2000 a couple years ago is well on the way to $6000-$7000 in the near future.

And that's small potatoes. Even if you buy those for your developers, who are still highly paid, mind you, the software they're going to be writing will NOT be for PCs - regular people are NOT going to spend that for a PC. Which means most of the software that's going to be developed will target iOS and Android... and that's it. Which will continue to put 30% of all development profits RIGHT back into the locked down AI nightmare ecosystem. It's a disgusting, negative feedback loop that's about to accelerate in ways that would've made the most nightmarish predictions 5 years ago seem conservative. You might not want to swim in the ocean of crap, but they are actively eating the pier under your feet, and using the bodies that hit the water to take it apart even faster. They are going to change the world in ways that will FORCE you into their system - you don't get a choice.

  1. Bubbles don't HAVE to burst anymore

Tesla hasn't put out a successful new product in 20 years, and it continues to barrel right along, with its useless hack CEO hanging on as the richest person in the world. The old rules do not apply, and the sooner we acknowledge it, the sooner we can prepare for the new normal.

  1. NOBODY who is responsible for enforcing anything like responsible economic activity will EVER allow the bubble to burst

WHO is going to allow the bubble to burst? The investors who would lose everything? The SEC that would collapse the entire economy by not turning a blind eye? The captured politicians that are being paid billions to be complicit?

Let's be clear... the invisible hand of the market, to the extent it ever existed, certainly does not now. The idea the market is fair and responds properly to economic activity requires all actors to act, if not in good faith, at least SELF-INTERESTEDLY against each other as checks and balances on each other to verify the veracity of real claims about the economy. Is ANYBODY deluded enough to think that's happening? Everyone who could potentially blow the whistle or pop the bubble knows each other and they all have guns pointed at each other's heads knowing they all go down together. It will NOT be allowed to pop, and if that means making up numbers out of whole cloth, it's going to happen. If people won't rise up when their pedophile president is murdering people in the streets, they're certainly not going to when OpenAI claims 1 trillion in profit out of nowhere. Add to the fact that small investors who MIGHT get skittish are SUCH a small and irrelevant piece of the pie in these economic transactions that even if they all pulled out, the machine could not be stopped, and you realize that there is no stopping this nightmare.

It's not going to pop. Barring a revolution, we are on an inexorable course to the most awful tech dystopia imaginable. And even revolution is unlikely to be enough. Most people are so addicted to corporate tech that they're more likely to link arms and defend the headquarters of their favorite social media than take up arms against it. Make no mistake... the end of consumer facing open hardware is not a temporary redirection of resources to a failing bubble - it is a complete shift in the entire paradigm of how people use technology, bringing it under the complete control of a very few. This is not the latest salvo in an ongoing battle - it is the final bomb that has ended the war, and there's nothing left but slow attrition until personal computing and the very concept of devices you own and control sit in the dustbin of history with cars you could work on yourself.

I want nothing more than to be wrong. I am not happy to doomsay here. But to pretend this is some kind of blip in a machine that's going to stabilize someday is to ignore every single bit of functioning pattern recognition I have.

I don't have a good conclusion. I guess - hug your families, hoard what tech you can, and maybe make offgrid plans now. Good luck to all of us.

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[–] Dead_or_Alive@lemmy.world 2 points 7 hours ago

“This bubble won’t burst like the last 100 times because “X” is different.”

[–] HubertManne@piefed.social 7 points 22 hours ago

I disagree. This is so much like the dot com era. I mean much like dotcom the web did not disapear and ai won't disapear when ai busts. Bust just means recognition of the lack of return and a massive crash in the stocks.

[–] TropicalDingdong@lemmy.world 82 points 1 day ago (1 children)

Its good for an unpopular opinion.

Counter point: a boat got turned a bit sideways in a canal and the entire financial system almost came crashing down and there were no bunnies for Easter.

My point is that very small, unknown things can cause huge interruptions to global functioning, and almost everything about the current bubble depends on a very stable global order, where specifically, the west, has access to the chips, when the west does not manufacture them in spite of whatever agreements are on paper.

A small shock to the supply chain and it all falls down.

[–] mycodesucks@lemmy.world 28 points 1 day ago (1 children)

Appreciate both the perspective and the good faith interpretation of my opinion.

[–] victorz@lemmy.world 6 points 1 day ago

Good reply. ❤️ Sorry to highjack here but I see this concept of good faith and bad faith sometimes and I wonder what a bad faith reply would/could look like?

[–] jeffw@lemmy.world 76 points 1 day ago (5 children)

The dotcom bubble burst. We still use the internet

[–] missingno@fedia.io 31 points 1 day ago (1 children)

This is actually a very important way of looking at it, because I think some people are picturing very different ideas of what 'bursting' means, and that results in everyone talking past each other.

When the dust settles, a lot of investors will have lost a lot of money, and that will have a big impact on the wider economy. That's what it means for a bubble to burst, and it absolutely will happen. But I think people who are hoping that a burst will lead to AI going away for good will be sadly disappointed.

[–] sp3ctr4l@lemmy.dbzer0.com 3 points 8 hours ago* (last edited 8 hours ago)

The bubble will pop, and it will lead to a lot of financial and economic chaos.

But 'AI' will still exist.

A few of the biggest players will survive and then dominate a 'market' that looks quite different than what it does right now, a few big players will be crippled, medium and small sized players will largely be decimated, but a few will do comparatively quite well.

Thats... what a bubble pop basically always looks like.

The real losers will be 401k holders and pension havers.

Which will then compound an already accelerating 'retirement gap' problem, and an already accelerating US govt debt problem.

People are thinking of this as the Dot Com bubble.

They should be thinking of this as Greece during the GFC.

The amount of money tied up in this is gargantuan, unprecedented, and its going to entirely reform society when it stalls and then declines, mostly by way of second/third order economic effects, not so much the tech of AI itself.

We already know that AI is largely a 0 to negative sum investment for businesses that try to implement it.

We already know a broader economic decline is being masked by companies just saying they are laying people off because AI means they don't need them anymore, but its actually because they can't afford those employees and their constantly rising stock valuations at the same time...

They're just lying. They're doing layoffs because the broader economy is collapsing, and when the bubble finally pops, this will be much harder for our outdated but mainstream economic metrics to ignore.

Technofeudalism, cyberpunk dystopia, is right around the corner.

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[–] CADmonkey@lemmy.world 13 points 1 day ago (1 children)

I think there will be a time when it costs too much to keep a data center safe and operational.

I went to a town meeting where someone is pushing to get one of these data centers built. People are not happy about this. Nobody supports it. And when it gets built anyway, there will be a bunch of people who suddenly can't afford their electric or water bills, and there's a very definite and universally hated reason why those bills are suddenly so high. That reason has a physical location and an address, along with a lot of vulnerable infrastructure.

I went to that meeting expecting to be the only person against the data center. I was wrong. People are mad.

[–] SacralPlexus@lemmy.world 6 points 1 day ago* (last edited 1 day ago) (1 children)

There is also this.

Tl;dw is that these data centers produce a ton of inaudible low frequency infrasound (think that feeling in your chest from a subwoofer) which can have health effects, especially with prolonged exposure.

Basically this guy recorded sound and infrasound and tested the neighborhoods around data centers vs. West Texas where all of the oil drilling and fracking activity is vs. normal places. The data centers were producing massive amounts of infrasound 24/7 and neighbors were really pissed. Multiple reports of health concerns from it. It was more than the areas of drilling and fracking in TX.

One of my favorite moments of the video is when he is at someone’s home near the data center and discussing the situation and he lays the camera down on the floor and the video feed begins to visibly vibrate.

[–] CADmonkey@lemmy.world 2 points 1 day ago

Oh what fun, so the whole thing vibrates too.

[–] Psaldorn@lemmy.world 23 points 1 day ago

Collectively burning tens of billions per month for negative ROI. The quarters will start turning red, investors sell, prices tank, covenants are violated, margins are called. Etc etc. plus throw in a few more Salesforce stories where they fire people, ai screws up and they publicly have to rehire and admit it was a mistake or moltbook style vibecoded disasters.

Just like .com bubble, it doesn't kill the tech, just the people that overinvested in infra for something that is only growing organically and will soon hit a natural plateau in improvements.

[–] Rothe@piefed.social 35 points 1 day ago (1 children)

WHO is going to allow the bubble to burst? The investors who would lose everything? The SEC that would collapse the entire economy by not turning a blind eye? The captured politicians that are being paid billions to be complicit?

I don't think you understand how bubbles burst. They don't burst because someone allows them to burst, they burst because someone runs out of money. When investors back off, money runs out. OpenAI is the weak link in this entire circle jerk, and Nvidia and Microslop has just backed down on their hundred billion dollar deals with them.

[–] wewbull@feddit.uk 5 points 1 day ago

Indeed. It's the chaos that is released when people can't hold the lie together any more. I think a better analogy would be a dam bursting.

[–] humanspiral@lemmy.ca 8 points 1 day ago* (last edited 1 day ago)

The internet bubble was not about internet never being successful. It was a financial investment bubble based on overinvestment/inflated share values far beyond the profit extraction power of those companies. Pets.com is a posterchild of business model absurdity. Worldcom and CISCO also crashed due to absurd hype overinvestment levels. The housing/GFC bubble was not the end of housing or banking.

There is a similar bubble in AI investment, where LLM models have zero competitive moat, and cannot ever make money, where datacenter competition is rising faster than demand, and also cannot make money based on economic value, because of competitive pressure.

The only hope for AI surviving a financial bubble is the US government buying all the excess datacenter compute for surveillance and military skynet. This is extremely likely if only to ensure Zionist supremacist rule over the US, but also because the US is desperate to pick one last sector of competition with China, before losing at everything. Zionist supremacist rule over America political establishment unanimity, is matched by warmongering supremacy ambitions against China led multipolarism/global south.

The only alternative to an AI bubble, is an everything else collapse, and US bankruptcy Skynet led genocide of Americans for US establishment supremacy objectives instead of "machine supremacy". There can never be any threat to Zionist/warmongering supremacism in America, and you will all die before any shift to humanism/freedom dividends/UBI occurs.

[–] Mac@mander.xyz 30 points 1 day ago (4 children)

Small note:

negative feedback loop

That's a positive feedback loop, btw.
Reminder that pos. vs neg. is not about good vs bad, it's about increase vs decrease. Positive = increasing effects, negative = decreasing.

[–] mycodesucks@lemmy.world 9 points 1 day ago

Sincerely appreciate the feedback! Noted for future posts.

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[–] SCmSTR@lemmy.blahaj.zone 9 points 1 day ago

So there was this Roman empire....

[–] GreenBeanMachine@lemmy.world 10 points 1 day ago

The same greed that created the bubble, will burst it. Some are buying stocks to increase their wealth, others are shorting stocks to increase their wealth. The ones buying the stocks will soon run out of money to invest into a technology that doesn't return any profits.

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

Sorry chief. Just not convinced of your argument at all.

Not adopting the AI paradigm is going to become increasingly costly

Why do dev machines cost $7k now ? Can someone who works for a large software development company confirm ?

Honestly I'd have thought things are going the other way. My laptop that I purchased for $500 several years ago is a great daily driver. I dabble in development, some is local, but LLM stuff is offloaded to an inference API, or a bare metal server which I rent.

I understand that sophisticated development companies aren't buying second hand laptops, but I don't think there's a sudden imperative to buy everyone $7k dev machines every year.

Bubbles don’t HAVE to burst anymore

You haven't really offered much to support this assertion.

I can assure you that any bubble will burst if there's an interruption in shareholder sentiment.

Things aren't going so well for Tesla lately. It's interesting that their CEO is sinking many millions into conservative political campaigns.

NOBODY who is responsible for enforcing anything like responsible economic activity will EVER allow the bubble to burst

That's not how bubbles are maintained though.

Right now, everyone's pension fund has invested in the "magnificent 7" because frankly, no one can afford not to.

Everyone knows the shares in these companies are overvalued, but no one knows by how much, and no one knows when the correction is going to come.

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[–] Hegar@fedia.io 18 points 1 day ago

The dot com bubble burst but we still have more interwebs then ever.

AI can be both a bubble that pops and an inevitably large part of the future - the two aren't mutually exclusive.

[–] Donebrach@lemmy.world 5 points 1 day ago

This was clearly written by an AI chatbot and is complete bullshit.

[–] Shirasho@lemmings.world 18 points 1 day ago (2 children)

Your argument is invalid right from point 1. Machines are increasing in price because hardware vendors are jumping into the bubble hoping to inflate it before it bursts.

If we are going to go back to costs, both are equally expensive. Employees take time and money to train, but they are flexible and can create new things. They can react appropriately in an emergency, and they have context that helps them avoid making poor decisions.

AI takes development effort to implement which ends up going to the employees anyway. AI companies are going to need to recoup rising hardware costs somehow, and that means the price to license AI is going to go up as well. The AI may or may not do what you want and will continue to be poisoned until a PAID employee tells it otherwise. The damage bad AI can cost is several degrees of magnitude higher than a bad employee. At least with a real person you can recoup some of that loss or have legal liability.

Like all emerging tech, it starts out really bad and grows as the developers make enhancements. AI may get there one day, but it is currently way too damn early to crash our economy over. The tech needed to mature more, and as is custom with big investors they are not easily willing to admit they were wrong and pull out. The bubble will pop - people are not happy with having immature technology shoved down their throats, and they are not happy with subpar tech taking their jobs.

[–] Golden@lemmy.blahaj.zone 11 points 1 day ago (2 children)

I think this is the real answer. Individuals largely hate AI but corporations love it. It's just a matter of time before some executive crashes a multi-billion dollar company into the ground because they trusted AI and then the rest of the chips will fall. 

Also, the OP makes what I consider a bad assumption—that the US-centric economy will continue being the primary driving force in the world. Literally anyone can develop their own AI for virtually nothing these days. If China wanted they could create their own ASML and Nvidia and drive western markets to the ground in months. 

[–] Lodespawn@aussie.zone 7 points 1 day ago

Im reasonably confident that my company (engineering, not software development) will review the cost of copilot, its obscene lack of use, and quietly walk back how much they want to pay for something that does almost nothing for anybody.

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[–] FinjaminPoach@lemmy.world 4 points 1 day ago
  1. Bubbles don’t HAVE to burst anymore Tesla hasn’t put out a successful new product in 20 years, and it continues to barrel right along, with its useless hack CEO hanging on as the richest person in the world. The old rules do not apply, and the sooner we acknowledge it, the sooner we can prepare for the new normal.

But it sells a useful product?? It sells an electric car and sells the only one that governments seem to be aware exists, since all the charging infrastructure is for Teslas.

[–] dehyzer@piefed.social 12 points 1 day ago (1 children)

regular people are NOT going to spend that for a PC. Which means most of the software that’s going to be developed will target iOS and Android… and that’s it.

Were you in a coma for the last 10 years? Because it seems like you missed the part where this already came to pass many years ago.

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[–] Jaysyn@lemmy.world 1 points 23 hours ago

Tell me you're not an economist without telling me you're not an economist.

[–] Get_Off_My_WLAN@fedia.io 9 points 1 day ago (1 children)

The bubble will burst because investors eventually reach a point where they run out of money to invest in a product that does not return profit.

OpenAI burns more money than it makes in revenue. And it's not going to get any better because LLMs are basically at the limit of how much they can be improved after already training on basically the entirety of recorded human knowledge.

There also isn't evidence that AI improves productivity enough to make it worth the cost, especially not the true cost of AI. AI services are artificially cheap for users because AI companies will eat the majority of cost with money they get from investors, but if they started charging something like 10x the price to cover the true costs of running the AI, you'd be hard-pressed to find any company that can justify continuing to use the product because of equal or better gains in productivity.

[–] xep@discuss.online 4 points 1 day ago

This is the simplest counter-point to make. Investors really like money. If it turns out that there's no money to be made, they get cold feet quickly. And AI in its current form is a black hole for money with zero paths to profitability in sight. That's why the psychopaths in the space continually make shit up, because they know what will happen if the cracks start to show.

[–] sommerset@thelemmy.club 0 points 18 hours ago* (last edited 18 hours ago)

Nah. Personal devices use might reduce in capitalist dystopias - and that's is mostly US. But they would never allow that in functional countries like China and EU countries. No way.

China will produce personal devices even when others won't. I trust in china

[–] 1dalm@lemmings.world 10 points 1 day ago

The bubble won't burst so long as there is more money being printed and companies can just inflate their way out of debt.

[–] Elting@piefed.social 3 points 1 day ago* (last edited 1 day ago)

I think a lot of the reasons you have pointed out are why the bubble hasn’t burst and won’t soon. It took 9 years after the dismantling of the Glass Steagall act for the Great Recession. The economy just has a lot more momentum than people think it does. The people near the top do not have enough power and control over the economy to stop everything forever though.

[–] one_old_coder@piefed.social 9 points 1 day ago (2 children)

It's an interesting point of view bud I always cringe when I read:

developers highly paid

Not in France where I live. We are not highly paid, have no regular raises, we can be fired for any reason, and we do unpaid overtime constantly.

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[–] osanna@thebrainbin.org 8 points 1 day ago (1 children)

I think it won't pop either, but I'm hopeful that it will, and take a lot of rich people with it. One can dream, right?

[–] mycodesucks@lemmy.world 5 points 1 day ago* (last edited 1 day ago) (1 children)

THIS I can get behind.

The visceral reaction to the idea... it's like people think I'm cheering for it to not pop. I want NOTHING more than to see this AI plague wiped out.

But every single force with any power is aligned with it.

[–] MalReynolds@slrpnk.net 3 points 1 day ago* (last edited 1 day ago)

AI is a tool, the AI bubble techbro circlejerk, as always, is a Ponzi scheme that hasn't been made illegal yet (or isn't being prosecuted, same thing). The plague is a new high in capital concentration (like before the fall of Rome), megalomaniacal billionaires with way too much power using it to get more, basically just late stage capitalism working as expected.

ETA Upon further reading this seems mostly redundant here, but I'll leave it up because the capital concentration in late stage Rome point is a useful perspective.

[–] Feyd@programming.dev 8 points 1 day ago (4 children)

In fact, right now, we see lots of companies pushing away from AI because it is unreliable and problematic. But the alternative costs from the other side are creeping up.

You say this and yet your arguments proceed on the assumption AI can actually do anything useful

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[–] IHeartBadCode@fedia.io 7 points 1 day ago (2 children)

But the alternative costs from the other side are creeping up. If you are a company looking to hire developers to write software, you need to provide development machines to those developers. A development machine that might have cost $2000 a couple years ago is well on the way to $6000-$7000 in the near future.

This isn't true because development doesn't have to be on a max powered system. Myself, I work on AS400 stuff. The compiler is on the remote machine. The database is on the remote machine. The JVM is on the remote machine. All I need is an editor and the ability to SSH into the machine, that's all that's required for development. SQL queries? I do those in a web tab, the query is ran on the remote machine.

I could easily write all the code, debugging, SQL queries, ORM, the Java stuff, node.js stuff (Yes, AS400 has node.js and it works pretty well with COBOL objects), and so on, on a Raspberry Pi if I needed to. And this might surprise people and then there will be people who this won't surprise. Because waaaaaaaaaaaayyy back, that's how it actually worked. You had a terminal and the machine you wrote code for and debugged and what not was in the basement and you were talking to it via some twinax. We've done way more development on a machine nowhere near us than we have on our own machines historically speaking.

As for the mobile stuff. That'll figure itself out. Or it won't and we just have wrappers called apps, that are just fullscreen web page. But again, the AS400, we had a product from Profound that basically wrapped a web app into a "native" app and the product from Profound handled all the stuff like taking a picture and putting on the IFS for an RPG program to pick up.

There's all kinds of ways around this notion that devs won't have beefy laptops, that's literally the way we used to do it for nearly forty years.

Tesla hasn't put out a successful new product in 20 years, and it continues to barrel right along, with its useless hack CEO hanging on as the richest person in the world.

This conflates a ton of unrelated things. Tesla has been unseated by BYD, but the US Government still is hung up about Chinese car makers enter the US market. Musk is the richest person because his wealth is largely predicated on the US economy, which because of the previous international cooperation stood as the leader. Everyday we are witnessing the US becoming weaker on the global stage, which means that his wealth translates less and less to things outside of the US. The US Stock Market is only a big thing because the US and the dollar is the thing so many things are pegged to. When that ceases being the case, the US Stock Market loses value in an international sense and since Musk's wealth it largely tied to that, so too does his wealth go down.

But the success of Tesla, isn't actually success, it's story of the incredibly sorry state US automakers are in that they can't provide a solid alternative. But don't get confused. Tesla sales are slowing drastically. This why we are seeing consolidation of Twitter, Tesla, and SpaceX. They're being consolidated because they're hitting rough patches standing alone.

So please don't confuse the odd situation of Tesla with Bubbles don't HAVE to burst anymore. Those are not correct conclusions here. Ford, GM, and the rest of US automakers are so down BAD at the moment that Tesla is able to shine. That's really the only thing keeping them floating, US car makers are jokes at this point.

NOBODY who is responsible for enforcing anything like responsible economic activity will EVER allow the bubble to burst

Greed. That's what you are speaking of. But greedy people come in all kinds of flavors. And there's no shortage of people who short the market and make mad cash doing so. Greed is universal, but the "upside" (I guess we'll call it that) is that the system allows greedy people to bet against the system. There are people putting money into this whole thing crashing down and the bigger the fall the bigger the reward. There were a ton of people who make billions when the housing market crashed. People watched 9/11 and were betting that the market would collapse in response. Don't underestimate people's greed. There are people who would bet money on innocent people getting shot if the odds were good.

Now all that said, there's a difference between this AI bubble and the technology. Like if the bubble pops, AI will still be a thing, the bubble is not AI itself, it's how we're developing AI at the breakneck speed we're going at.

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[–] lowspeedchase@lemmy.dbzer0.com 7 points 1 day ago (7 children)

A development machine that might have cost $2000 a couple years ago is well on the way to $6000-$7000 in the near future.

Trust me bro.

t’s not going to pop. Barring a revolution, we are on an inexorable course to the most awful tech dystopia imaginable.

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[–] sobchak@programming.dev 2 points 1 day ago

I agree that company fundamentals don't matter, and that the goal right now seems to be techno-feudalism.

Retail is ~40% of the stock market, and retirement is ~20%. I think it will pop whenever the next recession starts. If enough people lose their jobs, and start selling their stocks and dipping into their retirement to pay bills, these stocks will tank. It's my theory that these stocks are held up by all the people passively investing in index funds following the SP500 and NASDAQ. During any small sell-off by active investors, a lot of people's retirement plans will eventually automatically just buy and slowly bring it back up.

A scare, widely reported by media, could also cause people to take enough notice where a lot of people manually adjust their plans. But, yeah, the media is pretty captured now, and will avoid reporting on stuff that could cause scares.

[–] IntrovertTurtle@lemmy.zip 6 points 1 day ago (2 children)

Upvote not only because it's an unpopular opinion, but also flat-out incorrect/exaggerated.

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