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Re:I'm Not Convinced the AI Bubble Exists by JeremyNT on Monday November 09, 2026 @08:59AM (#50425708)
> everyone is assuming it's a winner take all market.

I guess this is the big gamble, the idea that if you just spend enough money as fast as you can you can become the gods of AI forever and can just charge whatever you want for your magic beans.

But what is the moat? If in reality these things become commodities and just compete with each other to spit out cheap tokens then there's no way the margins are there.

Re:I'm Not Convinced the AI Bubble Exists by win311fwg on Monday November 09, 2026 @09:14AM (#50425930)
> and can just charge whatever you want for your magic beans.

'Winner take all' doesn't mean convincing others to buy your product. If others have something to buy your product with, you've not taken all, fundamentally.

'Winner take all' means having the most powerful army. The assumption is that once AI crosses a certain threshold then there won't be anything the rest of us can do to stop the machine of whomever gets there first, so they will truly be able to take all. This is why the AI labs sometimes talk about the risk of human destruction.

Re:I'm Not Convinced the AI Bubble Exists by Jeff_Brown on Monday November 09, 2026 @10:31AM (#50426991)
The army interpretation exists, and might sadly be relevant here, but it's not the only one. Google, for instance, won a nonviolent winner-take-all competition for search.
Re:I'm Not Convinced the AI Bubble Exists by win311fwg on Monday November 09, 2026 @10:35AM (#50427048)
You're right that Google has most definitely been helped by having what has been considered the strongest army (the US army) backing them.

But I am not sure you are right that it is strong enough to secure all. I search daily, but cannot remember the last time I used Google. And I'm not alone. Google's stock price recently took a nosedive because investors have grown quite worried about the competition. Without an army stopping them, there will always be someone else ready to try to outdo you.

Re:I'm Not Convinced the AI Bubble Exists by marmarama on Monday November 09, 2026 @12:18PM (#50428484)
Google has class leading AI in virtually every category, owns a chunk of Anthropic, and is a landlord to both Anthropic and OpenAI. Plus Google's search ad business is still doing well, even if you don't personally use it.

Google shares dipped because AI shares dipped, not because their core business at risk. Google is in a _very_ strong position to capitalize on AI. Better than almost any other Big Tech company.

Re:I'm Not Convinced the AI Bubble Exists by win311fwg on Monday November 09, 2026 @12:42PM (#50428793)
Google is doing very well, in large part thanks to it having a strong army behind it, but that's not anywhere close to being the same as having taken all. They have not done that. Not by any stretch of the imagination. Not even if you try to constrain "all" to mean search.
Re:I'm Not Convinced the AI Bubble Exists by m000 on Monday November 09, 2026 @11:38AM (#50427955)
Different setup. IIRC, Google had fundamentally better tech than its competitors and was also the first to figure out search monetization.

With AI, it looks to me like competition is much tighter, with no company having fundamentally superior technology or monetization plan. So a winner-take-all scenario is much less likely.

Re:I'm Not Convinced the AI Bubble Exists by citrin_ru on Monday November 09, 2026 @11:20AM (#50427668)
If Anthropic or OpenAI will take all using the most powerful army why they would give anything back to their investors? If that's a possibility than investing into AI companies is just gifting money to whoever will control this army.
Re:I'm Not Convinced the AI Bubble Exists by win311fwg on Monday November 09, 2026 @11:35AM (#50427915)
Anthropic/OpenAI and the investors are the same thing. A company name is just a title for the people who own it.

Maybe you mean that you could see the employees of those companies staging a coup to seize the army for themselves? That's certainly possible. They'd be in a good position to do so. Predicting the future is impossible, but if you want to be on the "right side" of that future army, owning its foundation today is still a reasonable bet.

Re:I'm Not Convinced the AI Bubble Exists by citrin_ru on Monday November 09, 2026 @12:24PM (#50428564)
[delayed]
Re:I'm Not Convinced the AI Bubble Exists by win311fwg on Monday November 09, 2026 @12:31PM (#50428675)
They mightn't have direct say, but the army would still be beholden to them (being on the "right side") under the current legal understanding. Of course, when the AI army takes over what we know today isn't apt to hold much water. A coup, as we established, is very plausible. However, as you cannot predict the future it isn't unreasonable to try to place the bet given what you do know. That's all you can really do. If you end up on the losing side in the end you'd also still be on that side if you did act at all, so why not take the chance if you believe one of these companies will eventually take all?
Re:I'm Not Convinced the AI Bubble Exists by bloppe on Monday November 09, 2026 @12:43PM (#50428805)
> If others have something to buy your product with, you've not taken all, fundamentally.

Are you saying that winner-take-all markets are incompatible with capitalism? I'm confused

Re:I'm Not Convinced the AI Bubble Exists by win311fwg on Monday November 09, 2026 @12:49PM (#50428880)
What suggests an incompatibility? Allowing private ownership of capital can absolutely support a winner-take-all situation. One entity can own all the capital just fine, technically speaking.

In reality the people would likely revolt by no longer recognizing private ownership of capital if that were to occur, but technically they don't have to. If they truly believe in capitalism they can continue to uphold the right for that private entity to own all the capital.

Re:I'm Not Convinced the AI Bubble Exists by bloppe on Monday November 09, 2026 @12:58PM (#50429012)
I take it you have a pretty specific perspective on capitalism, but most would say it can't really exist without a free market.
Re:I'm Not Convinced the AI Bubble Exists by 9rx on Monday November 09, 2026 @01:12PM (#50429238)
What is certain is that that we've never seen a free market in recorded human history. By the time the idea was invented we already had power structures in place that would never stand for a free market. Of course, the concept also has a number of unsolved practical problems which would prevent a free market from emerging in the real world even if everything else perfectly fell into place. Once markets were invented they were incorporated alongside existing systems, leaving a mixed economy. An interesting thought experiment it is, but bold to think that private ownership of capital is dependent on that thought experiment. Especially given that most people seen here seem to believe that they actually can privately own capital despite the lack of a free market.

For the sake of discussion, if we entertain your thought, that means capitalism also doesn't exist beyond a thought experiment, which questions why it was brought into this discussion? Whether or not a winner-take-all-future is compatible with that thought experiment with no actual grounding really doesn't matter, does it?

Re:I'm Not Convinced the AI Bubble Exists by bloppe on Monday November 09, 2026 @09:36PM (#50435396)
You can certainly redefine concepts to the point that they stop making sense!

Still, if you've ever actually dealt with a monopoly, you must surely understand the difference between that and an actual competitive market right?

Re:I'm Not Convinced the AI Bubble Exists by 9rx on Tuesday November 10, 2026 @03:20AM (#50437504)
> You can certainly redefine concepts to the point that they stop making sense!

Yeah, I know. We see you do that below.

> You should really try working in cloud.

I do. Yet I don't need to negotiate with a police force to protect it, so clearly there isn't a free market. But even if you want to pervert what a free market is by cherrypicking some things you like from it while ignoring everything else, I still don't see how you would ever consider the cloud to be free. It is marred by things like copyright and patents that make free exchange unrealistic.

> Our customers churn all the time because they have meaningful choice, and our margins reflect that

Is this humorous story intended to be an arbitrary tangent or something related to the rest of the discussion? The best interpretation I can come up with is that you are trying to use this story to explain that your cloud activities exist in a market, which is no doubt true, but you haven't given anything to suggest it is within a free market. Even non-free markets need to have choice. You cannot have a market at all, neither free nor non-free, if there is no choice. But there is more to markets than actors being able to choose. People having choice was present in societies even before the idea of a market was invented.

Re:I'm Not Convinced the AI Bubble Exists by metalspot on Monday November 09, 2026 @09:42AM (#50426317)
> everyone is assuming it's a winner take all market

I don't think anyone serious believes this any more. The tech is thoroughly commoditized. There are a lot of plays to be made, like OpenAI cornering memory, or spending heavily on unique data for RL, if you can stop distilling, but there is no proprietary core IP at all.

There is no way to monopolize a technology this big. It would be like monopolizing literacy.

Re:I'm Not Convinced the AI Bubble Exists by Loquebantur on Monday November 09, 2026 @09:59AM (#50426546)
It's not the AI technology itself that is being monopolized, it's the data necessary to train it.

More specifically: when everything you could previously have earned money with is subsumed by AI, the "frontier" of profitable knowledge exists solely with the highest concentration of capital. Because that's where the highest amount of compute and consequently valuable data is.

Already now the idea of the tech being "commoditized" is true only if you exclusively look at the bubble of rich countries. AI-worthy compute is prohibitively expensive otherwise for individuals.

Re:I'm Not Convinced the AI Bubble Exists by tescreal on Monday November 09, 2026 @11:29AM (#50427808)
Specifically with regards to the data necessary to train, the AI companies have allowed the earth to be scorched (to say scorched earth tactic is to attribute intent, which I wish to avoid for my point), making clean training data harder to obtain. Essentially, what I do see as intended is the enclosure of an intellectual commons.
Re:I'm Not Convinced the AI Bubble Exists by fc417fc802 on Monday November 09, 2026 @01:50PM (#50429805)
You don't need clean data to train, just "reasonable" data. General bulk data from the wider world isn't the difficult part. AFAIU task specific RL environments, custom annotated datasets, and access to the raw compute necessary to actually perform the training are the primary limiting factors. The latter in particular is no joke. Most companies won't be able to afford the pretraining for a frontier sized model. Even "small" models can run into the millions USD IIUC.
Re:I'm Not Convinced the AI Bubble Exists by boredatoms on Monday November 09, 2026 @12:27PM (#50428616)
Data will be stolen/exfiltrated if it becomes that valuable
Re:I'm Not Convinced the AI Bubble Exists by godelski on Monday November 09, 2026 @09:39PM (#50435418)
Will?
Re:I'm Not Convinced the AI Bubble Exists by _3u10 on Monday November 09, 2026 @12:36PM (#50428735)
AI is simultaneously at the forefront of mathematics and unable to do accounting.
Re:I'm Not Convinced the AI Bubble Exists by drdec on Monday November 09, 2026 @01:21PM (#50429384)
> AI is simultaneously at the forefront of mathematics and unable to do accounting.

It's almost as if arithmetic were the least important part of mathematics. :-)

Re:I'm Not Convinced the AI Bubble Exists by beberlei on Monday November 09, 2026 @10:00AM (#50426581)
Power, natural gas, gasoline, water, mobile contracts, railways, internet access are probably better analogies. They have tendencies to (local) monopolies but also a lot of precedent and knowledge on how to regulate and break them, how to introduce competition.
Re:I'm Not Convinced the AI Bubble Exists by soperj on Monday November 09, 2026 @11:00AM (#50427349)
they broke up Ma Bell, but they've never done anything about the internet access. Mobile is an oligopoly.
Re:I'm Not Convinced the AI Bubble Exists by smallmancontrov on Monday November 09, 2026 @11:10AM (#50427496)
The breakup of AT&T was the proximal cause of the Ronald Reagan / Robert Bork dismantling of the US antitrust apparatus.

Here's the thing: we could bring it back. It had a good 50 year run, it could have another. Lina Khan was working on it, you probably saw the flak. This was on the ballot in 2024 and it will be again in 2028.

Re:I'm Not Convinced the AI Bubble Exists by rcxdude on Monday November 09, 2026 @11:28AM (#50427794)
I don't think so. You can't practically buy electricity from halfway across the planet but you can buy tokens. There's no local infrastructure to monopolise.
Re:I'm Not Convinced the AI Bubble Exists by bigbadfeline on Monday November 09, 2026 @12:45PM (#50428834)
> I don't think anyone serious believes this any more. The tech is thoroughly commoditized.

The latter doesn't imply the former. In other words it doesn't matter what the reality is, it matters what the excuses for sinking money down the hole are.

> There is no way to monopolize a technology this big. It would be like monopolizing literacy.

Again, I don't know if literacy is monopolized or not, that's a separate and quite long conversation, but whatever the case is, it doesn't mean anything wrt AI because GPUs and RAM are already monopolized and successful market scalping requires monopolization.

The bubble is simply an extraction mechanism, the conditions for it are present now, as are the will and power available to those who can do it and benefit from it. How long it's going to continue is a question with many unknowns but the conditions for it can be maintained for at least another 3 to 7 years.

Re:I'm Not Convinced the AI Bubble Exists by ambicapter on Monday November 09, 2026 @11:49AM (#50428103)
The moat was "AI", as in, self-improving Superintelligence (Nick Bostrom-style). They thought they were _just_ on the cusp of this happening, thus hundreds of billions of dollars was small fry. At that point either your AI figures out how to make money, or money doesn't even matter.
Re:I'm Not Convinced the AI Bubble Exists by musebox35 on Monday November 09, 2026 @01:40PM (#50429658)
I think the big gamble is the bet on recursive self improvement (RSI) and getting there first is assumed to be the moat. At least I think what is being sold is this to justify the huge investment on future returns. I personally think that the probability of that happening is pretty low, but investors are swayed by the enormous returns it implies. I guess we will see how it plays out in a few years time. Until then it is important to keep a cool head, experiment with the new tools, and keep your reasoning skills sharp. As someone who can not personally invest on RSI, I feel my only play is to bet on AI becoming a commodity and ready for that future. If that happens, a lot of these datacenter bets will pay a fraction of the expected returns, but we will have cheap cloud compute and local models for inference, an age of personal AI that mirrors the advance of personal computing.
Re:I'm Not Convinced the AI Bubble Exists by ben_w on Monday November 09, 2026 @06:43PM (#50434008)
Mm.

If, and it is a big "if", someone were to become "the gods of AI", they get to perform a "pivotal act", i.e. take over the world. And if they do it wrong, end the world.

From the public statements, I get the impression that Zuckerberg is saying words solely to give positive vibes and does't actually believe any of that; that Musk might believe all of that but has only given as much cursory thought to it as one might get from reading a Wikipedia plot summary of Colossus: The Forbin Project, all The Culture novels, and an elevator pitch (~30 seconds or so) with Yudkowsky in 2013; others have certainly painted Altman in similar light; which leaves Amodei as a solid "C-" in the sense that while Anthropic still isn't taking this even close to seriously enough, he hasn't overtly said or done things that implicitly or explicitly show he thinks it's just fairy tales to get nerds interested in working for him.