[HN Gopher] OpenAI closes funding round at an $852B valuation
       ___________________________________________________________________
        
       OpenAI closes funding round at an $852B valuation
        
       https://openai.com/index/accelerating-the-next-phase-ai
        
       Author : surprisetalk
       Score  : 510 points
       Date   : 2026-03-31 20:07 UTC (1 days ago)
        
 (HTM) web link (www.cnbc.com)
 (TXT) w3m dump (www.cnbc.com)
        
       | podgietaru wrote:
       | "This is not just product simplification. It is a distribution
       | and deployment strategy."
       | 
       | I am so sick of AI writing.
        
         | alex_duf wrote:
         | corporate speech existed long before AI
        
           | EdNutting wrote:
           | Mmm, it's almost like OpenAI built statistical models using
           | pre-existing corporate speech as the target data... ;)
        
         | baal80spam wrote:
         | Get used to it. All PR statements nowadays get AI treatment
         | before going public.
        
         | verbify wrote:
         | The snowclone is annoying, but comparisons are sometimes
         | necessary. The problem here is the actual content is sloppy.
        
       | rvz wrote:
       | No mention of "AGI" this time. Since we all knew it was a scam.
       | But this is the most damning of them all:
       | 
       | > The OpenAI flywheel is simple. More compute drives more
       | intelligent models. More intelligent models drive better
       | products. Better products drive faster adoption, more revenue and
       | more cashflow.
       | 
       | FTX had a "flywheel". It fell off. Being saddled with hundreds of
       | billions of debt makes this situation ten times worse.
        
       | aanet wrote:
       | > The OpenAI flywheel is simple. More compute drives more
       | intelligent models. More intelligent models drive better
       | products. Better products drive faster adoption, more revenue and
       | more cashflow. That gives us the ability to reinvest and deliver
       | intelligence more efficiently to consumers, enterprises, and
       | builders around the world.
       | 
       | -x-
       | 
       | In short, the musical chairs are still playing... Keep on walkin'
       | round, y'all, till the music stops.
       | 
       | /s
        
       | nemo1618 wrote:
       | I'm old enough to remember when companies worth $1 billion were
       | called "unicorns." Now we have a company _raising_ 122 times
       | that? Valued at nearly 1000 times that...?
       | 
       | At least they're throwing consumers a bone via the ARK deal. It's
       | crazy how little AI exposure is available to anyone who isn't
       | already wealthy and/or connected.
        
         | nine_k wrote:
         | I think this is reality-distortion field rivaling that of
         | Jobs', and a crisis of faith. Nobody apparently believes that
         | capital is worth investing into anything but AI.
        
           | randomNumber7 wrote:
           | > Nobody apparently believes that capital is worth investing
           | into anything but AI.
           | 
           | This is the main reason we see this insane investment into AI
           | imo. If you imagine having lots of money, where should you
           | invest that currently?
           | 
           | Housing market: Seems very overvalued (at least in germany).
           | Also with the current uncertainty and inflation its hard to
           | make an investment that pays back over 20-30 years. So
           | building is also difficult.
           | 
           | Stocks are very volatile currently. Not only since Iran. To
           | me it seems since the financial crisis 2008 investors don't
           | enjoy stocks as before.
           | 
           | Gold: Only if you are paranoid about collapse of society. It
           | doesn't make sense to invest into s.th. without interest
           | rates.
           | 
           | Crypto: Same as gold, but better if you like gamling. I would
           | assume most people who are very rich don't gamble with most
           | of their fortune.
        
             | nine_k wrote:
             | Looking around, and especially forward, it would be
             | military tech, e.g. [1], and its supply chain, e.g. [2] :-\
             | Valuations are not as crazy, but I bet there'll going to be
             | a lot of demand in the coming decade, unfortunately.
             | 
             | Chip production, too, of course, but it's overflowing with
             | money already, apparently. It's growing though, because
             | there are real actual _shortages_ of stuff like RAM and
             | SSDs, there 's money to be made immediately if you can.
             | Chinese RAM manufacturers are building out like crazy.
             | 
             | [1]: https://www.ultimamarkets.com/academy/anduril-stock-
             | price-ho...
             | 
             | [2]:
             | https://www.marketscreener.com/quote/stock/RHEINMETALL-
             | AG-43...
        
               | teeray wrote:
               | > Looking around, and especially forward, it would be
               | military tech, e.g. [1], and its supply chain, e.g. [2]
               | 
               | Only viable if you're okay with the ethical implications
               | of funding war.
        
               | nine_k wrote:
               | Would you be fine with the ethical implications of
               | funding the industry to fight WWII? Would you consider
               | funding Ukrainian military unethical? Or Taiwanese?
               | 
               | This is, sadly, not theoretical, and I'm afraid we'll
               | soon see more of such choices, not fewer.
        
               | zer00eyz wrote:
               | > it would be military tech
               | 
               | Anduril is the only company in this sector in the US that
               | has any promise and they aren't even public. Most of us
               | are not going to get our hands on this.
               | 
               | Traditional defense sector looks more like Jeep, or
               | Kodak...
        
               | nine_k wrote:
               | The demand for more Patriot missiles is large, now that
               | much of the stockpiles have suddenly been spent. Raytheon
               | should do fine just based on that.
        
               | iririririr wrote:
               | this admin will probably source patriots made in china
        
               | class3shock wrote:
               | Anduril has yet to deliver anything of consequence. I
               | hope they shake up the industry but to say they are the
               | next hot thing and write off the primes at this stage is
               | premature.
        
               | nine_k wrote:
               | Invest in the Ukrainian drone producers which proved
               | themselves on the literal battlefield! Some of the Gulf
               | states already did.
        
             | lotsofpulp wrote:
             | > Stocks are very volatile currently. Not only since Iran.
             | To me it seems since the financial crisis 2008 investors
             | don't enjoy stocks as before.
             | 
             | These returns do not qualify as "enjoying stocks"?
             | 
             | https://investor.vanguard.com/investment-
             | products/etfs/profi...
             | 
             | The returns are higher than before 2008, the previous 15
             | years are unprecedented.
             | 
             | https://www.macrotrends.net/2526/sp-500-historical-annual-
             | re...
        
             | triceratops wrote:
             | > To me it seems since the financial crisis 2008 investors
             | don't enjoy stocks as before
             | 
             | Maybe in Europe. The US stock market has nearly tripled
             | since then. Literally the best period of stock growth in
             | history.
        
               | jacquesm wrote:
               | "The Roaring Twenties roared loudest and longest on the
               | New York Stock Exchange. Share prices rose to
               | unprecedented heights. The Dow Jones Industrial Average
               | increased six-fold from sixty-three in August 1921 to 381
               | in September 1929. After prices peaked, economist Irving
               | Fisher proclaimed, "stock prices have reached 'what looks
               | like a permanently high plateau.'"
               | 
               | https://www.federalreservehistory.org/essays/stock-
               | market-cr...
        
               | triceratops wrote:
               | Ok second best :-) I wasn't alive in the 1920s though
        
               | jacquesm wrote:
               | True, but it is close enough in time that we should heed
               | the lessons learned lest we repeat the experience.
        
               | hunterpayne wrote:
               | Do you know the actual lessons of that crash? Because we
               | don't allow retail investors to go 10:1 on leverage
               | anymore. There are a lot more lessons and none of them
               | apply to this situation (even Glass-Steagall). This is
               | much closer to the dot com crash in 2001 in how it looks,
               | just a lot more concentrated and probably a bit bigger.
               | If all you got is "number go up too much" then you
               | probably shouldn't be investing your own money.
               | 
               | The good news is that its almost all rich folks money on
               | the line here and a small amount of dumb money. That's
               | very different than, 2008 where it was mostly the indexes
               | that got hit and that's more middle class/upper middle
               | class concentrated.
        
               | timr wrote:
               | You can argue that current market multiples are higher
               | than 1929 [1] - and they're certainly high - but this
               | also ignores the mechanism that drove that crash,
               | focusing only on the _symptoms_. We simply aren 't doing
               | the kind of consumer margin buying that drove the '29
               | crash. It isn't even close. Average schlubs were
               | leveraged to the stratosphere to buy shares of boring
               | industrial stocks.
               | 
               | [1] https://www.multpl.com/shiller-pe
        
               | jacquesm wrote:
               | > The US stock market has nearly tripled since then.
               | Literally the best period of stock growth in history.
               | 
               | The only thing I meant to point out was that a very high
               | stock price by itself is no guarantee that there isn't a
               | crisis around the corner. We plugged a lot of holes after
               | 2008 and then reversed a lot of those fixes, I hear
               | retail investors talking about their stocks at birthday
               | parties again. Deja vu... of course this time it will be
               | different. Or not. Let's just say that with the
               | proverbial bull in the earthenware goods store on the
               | loose if we _only_ end up with another financial crisis
               | that might actually not be so bad.
        
               | triceratops wrote:
               | I actually calculated wrong. It went up 7.5x, not 3x.
               | 
               | In the roaring twenties stockbrokers allowed clients 10:1
               | margin. Investors were not as well-informed as they are
               | today. There was no deposit insurance.
               | 
               | The SEC wasn't nearly as powerful as it was in 2024 and
               | there was way more shady shit going on. In that respect,
               | and the repeal of Glass-Steagall we're reverting to the
               | pre-depression era.
        
             | heathrow83829 wrote:
             | you gotta have some of all the above actually.
        
           | roncesvalles wrote:
           | It's the result of too much echo chambered bullshit floating
           | around daily about how capable LLMs really are. It's
           | literally crypto/blockchain all over again. It's one big lie
           | that a lot of people have bought into which causes it to
           | self-perpetuate, like religion.
        
           | bandrami wrote:
           | But they're really cagey about actually handing money over to
           | them today
        
           | dlev_pika wrote:
           | I wonder what is not getting invested in bc AI has been
           | crowding out everything else since 22.
           | 
           | It has to be brutal out there for everybody else, if all the
           | money is going to AI.
        
           | burnt-resistor wrote:
           | That's the tao of hyper-financialization. It must keep
           | growing irrational exuberance big and up forever like stonks
           | or it bursts like DotCom and tulip mania. It's funny money
           | that cannot be liquidated for real value for more than a tiny
           | fraction of the imaginary trillions being thrown around.
           | Similarly, Nvidia $4T mkt cap makes absolutely no sense when
           | it has but a few incestuous customers-parters-investors
           | throwing around tens of billions each per year devoid of
           | fundamentals like essential service offerings that turn a
           | profit. Those handful of whale customers will make their own
           | chips or cease buying large qtys at any time.
        
           | woah wrote:
           | OpenAI is making $24b a year. It's a 32x revenue multiple.
           | High, but not insane. Spinning this as a story of
           | overinvestment doesn't make sense.
        
             | duchef wrote:
             | Are you conflicting price to earnings to price to revenue?
        
           | satvikpendem wrote:
           | And not even actual capital either, as much of the investment
           | amounts into AI have been through cloud and GPU credits so
           | that AWS or Microsoft Azure don't actually have to hand over
           | billions in straight cash.
        
         | gavinray wrote:
         | > At least they're throwing consumers a bone via the ARK deal.
         | 
         | I had to look this up. There's a venture fund you can invest in
         | with as little as $500 as a consumer -- though it's limited to
         | quarterly withdrawals.
         | 
         | https://www.ark-funds.com/funds/arkvx
         | 
         | The fund is invested in most of the hot tech companies.
        
           | squirrellous wrote:
           | ARK was all the rage around early pandemic time when
           | wallstreetbets was in the news a lot. Most people probably
           | know it from then.
        
           | bluecalm wrote:
           | ARK funds has cult like following but then again they are a
           | typical high beta player who outperforms in hot markets and
           | heavily underperforms in cold ones. Fees are high. The CEO
           | (CIO) is a women who looks for investment advice in the Bible
           | and asks God for his thoughts (I am not joking).
           | 
           | If anything being associated with ARK in any form is a big
           | negative signal.
        
         | rvz wrote:
         | > At least they're throwing consumers a bone via the ARK deal.
         | It's crazy how little AI exposure is available to anyone who
         | isn't already wealthy and/or connected.
         | 
         | It is deliberate. Period.
         | 
         | It's always been known that you make money in the private
         | markets and pre-IPO companies and retail is the final exit for
         | insiders and early investors.
         | 
         | Retail is not allowed to be early into these companies (Because
         | that would ruin the point of being an insider) and this
         | "exposure" has to be at the near top.
        
           | monkeydust wrote:
           | There are ways now for retail to get in to these companies
           | including, check out hiive or equityzen...just beware of
           | massive dilution.
        
           | lotsofpulp wrote:
           | Who are "these" companies? Did retail get into Google,
           | Facebook, Amazon, Tesla, etc before the top?
           | 
           | Also, aren't AI businesses losing a lot of money each year?
           | Pretty sure there is some risk involved that is not good for
           | retail.
        
         | chilipepperhott wrote:
         | I would not call an effective 2.9% expense ratio "throwing a
         | bone".
        
           | munk-a wrote:
           | Also, the valuation for such a debt laden company should be
           | viewed with great skepticism. I'm afraid a lot of mutual
           | funds will end up holding the bags.
        
           | mizzao wrote:
           | It's not that far off from the standard 2% mgmt fee and 20%
           | of excess performance?
        
         | a13n wrote:
         | VCX (Fundrise) has way more exposure than ARKVX
        
           | xlbuttplug2 wrote:
           | It's also trading at a huge premium. Probably worth a read if
           | you're considering it:
           | https://www.morningstar.com/funds/fundrise-innovation-is-
           | not...
        
         | carlosjobim wrote:
         | The money is worth much much less than it was before, we live
         | in times of global hyper inflation.
        
         | frankfrank13 wrote:
         | An ARK ETF is a smell to me. Besides, based on their holdings,
         | i would never invest. 18% of the fund is SpaceX
        
         | torginus wrote:
         | Even a billion dollars is crazy money. If you have a company
         | with a subscription service that costs $100 yearly, you have
         | ~2m customers, with a 50% profit margin. Your company makes
         | ~100m every year in profit. Imo that's what is actually worth a
         | billion dollars, maybe even a bit less.
        
           | hunterpayne wrote:
           | That company is probably worth about $8b, FYI. Obviously
           | that's an estimated average but a P/E ratio of 80 give you
           | that valuation.
        
       | _diyar wrote:
       | Are there any Polymarket / Kalshi bets on the over-under for the
       | price? I wonder when the music will stop.
        
         | tfehring wrote:
         | https://polymarket.com/event/openai-ipo-closing-market-cap-a...
        
           | aurareturn wrote:
           | I don't gamble but if I did, I'd bet a lot on $1.6t.
        
       | brcmthrowaway wrote:
       | Wow. I doubt Anthropic can raise that. Are they more efficient,
       | can they do with less?
        
         | strongpigeon wrote:
         | Given how all of Big Tech (except Google obviously) is going
         | all in on Claude Code, I wouldn't be surprised if Anthropic
         | becomes profitable first.
        
         | rvz wrote:
         | Anthropic doesn't have anything else other than the Claude
         | models.
         | 
         | But notice that _no-one_ , not a single mention of Deepseek
         | tells me that they are preparing to scare everyone again. Which
         | is why Dario continues to scare-monger on local models.
         | 
         | Sometimes you do not need hundreds of billions of dollars for
         | inference when it can be done locally with efficient software;
         | and Google proved that. But where is the money in that? So
         | continues the flawed belief in infinitely buying GPUs to scale
         | which Nvidia needs you to do.
         | 
         | Only a matter of time for local models to reach Opus level. We
         | are 1 or at most 2 years behind that and Anthropic knows that.
        
           | p12tic wrote:
           | > Only a matter of time for local models to reach Opus level.
           | We are 1 or at most 2 years behind that and Anthropic knows
           | that.
           | 
           | Can confirm. Kimi K2.5 is pretty intelligent and most of the
           | time there's no difference between Opus and Kimi.
        
           | randomNumber7 wrote:
           | Local models just make no economic sense since the GPU will
           | idle 99% of the time.
        
             | zozbot234 wrote:
             | You have a GPU already (at least an iGPU and an NPU on most
             | newer platforms) as part of your computer, might as well
             | get some use out of it with local inference. And trying to
             | do inference on a larger model with an undersized GPU will
             | have you idling a lot less than 99% - but that still makes
             | a lot of sense for most casual users who will only rarely
             | need a genuine "Pro" class answer from AI. Doing that
             | locally is way less hassle than paying for a subscription
             | or messing with API spend.
        
             | amazingamazing wrote:
             | False on a team that's distributed
        
       | railgunmerlin wrote:
       | didn't they just raise last month?
        
         | ares623 wrote:
         | I think that runway has run out /s
        
       | strongpigeon wrote:
       | This has to be just an extension of their previous raise, right?
       | This was a month ago: https://openai.com/index/scaling-ai-for-
       | everyone/
        
         | ricardobeat wrote:
         | Doesn't look like it, that previous round was entirely Softbank
         | + Nvidia + Amazon, while this one is VC + private investors.
         | 
         | The valuation seems odd though, you'd expect $840B post-money
         | from that earlier round?
        
         | babelfish wrote:
         | Maybe? Previous valuation is $730B + $122B raised in this
         | announcement = $852B valuation in this announcement (no actual
         | increase in valuation)
        
           | strongpigeon wrote:
           | Previous was $730B _pre_ money. This one is $852B _post_
           | money. So yeah it 's the same one. Good catch.
        
             | ta988 wrote:
             | yup and begging for retailers money.
        
       | podgietaru wrote:
       | I can't help but think building an "everything" app is so.. both
       | unbelievably ambitious, and a folly. I am not personally
       | convinced that people want all the things that this super app
       | purports to do.
       | 
       | I am from a generation that still sits behind a desktop computer
       | when making "big purchases." I can't even buy a flight on my
       | phone. I am so much less likely to want to have an AI agent do
       | that for me.
       | 
       | Then the idea that daily consumption of these products will drive
       | people to use them more at work... I have a very different life
       | outside of work. My use of AI outside of work is exceedingly
       | different to what I use it for at work.
       | 
       | I sometimes feel wildly out of touch. But sometimes I view this
       | as the VR moment. To me there are some things that I think may
       | always be preferable to do outside of that ecosystem. And for me,
       | a lot of tasks that 'agents' enable are small enough or important
       | enough that I want to do them myself.
       | 
       | I don't think I'll ever be comfortable allowing an agent to call
       | me a taxi, or order food on my behalf. Because the convenience of
       | asking for food isn't worth the chance it'll mess up, and opening
       | an app and looking at a menu is simpler.
       | 
       | I also think we're coming to a moment where we can start
       | identifying the markers of AI generated content on sight. And I
       | think there's a growing animosity to it. I might be comfortable
       | asking AI something, but when I am looking for or searching for
       | other content, seeing AI content markers make me angry at this
       | point.
       | 
       | To finish, I do just sort of straight up hate the idea that we're
       | comparing this moment to the invention of electricity. It's on
       | the face of it absurd.
        
         | oidar wrote:
         | >> To finish, I do just sort of straight up hate the idea that
         | we're comparing this moment to the invention of electricity.
         | It's on the face of it absurd.
         | 
         | Do you feel that any technology is comparable in it's impact?
        
           | EdNutting wrote:
           | Most of modern medicine, by which I mean each discovery and
           | invention in their own right, stand alongside electricity.
           | Particularly vaccines.
           | 
           | AI isn't there yet. You could turn off AI tomorrow and
           | there'd be a shock but people would quickly switch back. You
           | could not do the same for electricity, medicine, combustion
           | engines (or steam engines/turbines), computers, the internet,
           | modern building materials, etc. You try to swap back off any
           | of those and the modern world (literally and figuratively)
           | collapses. Turn off AI, and there'd be a financial collapse
           | but afterwards everything would return relatively easily to
           | an earlier way of doing things (ye know, the way from just 4
           | years ago, and which is still 99% of how people do things :)
           | )
        
             | chuckadams wrote:
             | I think the Internet is the more apt analogy. But even with
             | electricity, you could have taken it away within the first
             | couple decades of its popularity and society would have
             | shrugged it off. Once they got used to that telegraph
             | thing, not so much.
        
               | EdNutting wrote:
               | Yeah, I agree, but AI isn't there yet. It's too early to
               | call it one way or the other. There's plenty else that's
               | as important as electricity in my view, and maybe AI will
               | join those ranks in 15 years or so when it's gone through
               | the hype loop and when the economy has recovered from the
               | now-basically-inevitable AI- and war-fueled turmoil of
               | the next decade.
        
             | rpdillon wrote:
             | That's primarily a function of the time for adoption,
             | though, not the utility of the technology. In 20 years,
             | people would not be able to so easily say that they could
             | turn off AI with no impact.
        
               | EdNutting wrote:
               | That..what..no. The question was whether there are any
               | comparable to electricity, of which I have put forth a
               | number of examples. And also offered my opinion that it
               | is too early to judge whether AI will be as significant
               | or not.
               | 
               | There are loads of technologies that, despite being
               | decades old, do not qualify. So, no, it's not "primarily
               | a function of time". It absolutely is about the utility.
               | We can only be in a position to judge utility when
               | sufficient time has passed, and AI ain't had enough time
               | yet to prove its utility. Given enough time, it might
               | prove as useful as electricity, or it might just sit
               | alongside computer operating systems - never quite making
               | it onto anyone's "this changed the world" list, even if
               | it has as much utility as an OS.
        
             | jonah wrote:
             | Sure, but compare this to "turn[ing] off" combustion
             | engines a mere four years after commercial adoption rather
             | than 162 years later (now). Back then, going back to horses
             | wouldn't have been as big of a deal as it would be now.
        
         | simianwords wrote:
         | I think you lack imagination. This is going to be the future
         | because it is legitimately a step up from the previous ways of
         | doing things. I can do things that were way more difficult
         | before.
         | 
         | It doesn't have to be AI all the way - no one's asking AI to
         | book things on its own and make the payments on their own. What
         | does work is, make AI do the research and you verify and you do
         | the payment. Human in the loop.
         | 
         | To me this is clearly the future - AI has access to all the
         | data sources and can translate your intent by accessing these
         | tools in a loop and use intelligence to automate things.
        
           | podgietaru wrote:
           | Maybe there's a scenario where that is useful. But again, I
           | don't know why I'd want an AI to do this research for me. I
           | hop on Skyscanner. I type my location, and where I'd like to
           | go. It presents me with a list of options, and I can then use
           | the filters to find times that work best for me.
           | 
           | I see a flight that isn't in my time frame, but is actually
           | like 400 euros cheaper. And I decide in that moment that
           | waking up at 5am is worth the savings.
           | 
           | I'd have not typed that into a prompt. I made that decision
           | at the moment I saw the possibility. I didn't even know that
           | it was an option prior to that moment.
           | 
           | Then I go look at hotels. I have a list of requirements, but
           | I see that one of the hotels that I just glanced at has a
           | really nice long pool, and the amenities look nicer from the
           | images. I change my mind at that exact moment, I can walk 15
           | minutes more to the beach.
           | 
           | Now it should be even clearer why this is important for food.
        
             | HWR_14 wrote:
             | You had me going until you said this is even clearer why it
             | is important for food. Food is cheaper and has less impact
             | on your life. I'm much more tolerant of a mistake or
             | suboptimal experience with food.
        
               | podgietaru wrote:
               | Yeah, sure, but you also have many more options. More
               | intolerances. And opening a menu to look at some food
               | takes a minute.
        
             | esafak wrote:
             | Think of personal assistants that rich people have. They
             | learn your habits and take care of business, like making
             | your travel plans. The promise is to give you that for much
             | less.
        
         | kace91 wrote:
         | I've worked for 3 different startups where the CEO at one point
         | gave us the talk of "we're building a super app".
         | 
         | Admittedly openAI is in a better position to do it, but not by
         | much.
         | 
         | Everyone wants to be WeChat in china. No user wants that from
         | them.
        
           | dlev_pika wrote:
           | _cries in Musk_
        
           | try-working wrote:
           | WeChat is not a super app. It's a browser. Tencent WeChat is
           | the equivalent of Google Chrome.
        
             | Rohansi wrote:
             | Is it a browser or _like_ a browser? I 've never actually
             | used it but from what I understand WeChat's mini programs
             | are _like_ web apps but not something you can open up in a
             | typical browser.
             | 
             | Alternatively, you could say browsers are the original
             | super app.
        
               | yanhangyhy wrote:
               | its a super app.
               | 
               | I think the core issue isn't what underlying technology
               | is used, but rather the service providers. They package
               | their services into mobile apps or WeChat mini programs,
               | and restrict functionality on browsers. For many ordinary
               | people, this provides convenience, but for those who care
               | more about privacy, it's quite problematic.
               | 
               | WeChat in China covers almost every aspect of life. Even
               | someone like me, who doesn't want to use it often, can't
               | avoid it. Some restaurants' online ordering systems only
               | support scanning via WeChat--that is, WeChat mini
               | programs. People can pay utility bills, call taxis, shop,
               | and make financial investments all within WeChat. Alipay
               | offers similar functions as well.
               | 
               | WeChat is also one of the largest content platforms in
               | China, similar to Medium. Countless creators set up
               | subscription accounts on WeChat and gain more users
               | through readers' sharing and reposting.At the same time,
               | government information is often released through the
               | WeChat platform.
        
               | efreak wrote:
               | Medium is not one of the largest content providers
               | anywhere, in any form that I'm aware of. There's no users
               | sharing and reposting (arguably one of the drivers of
               | network effects in modern social networking), no PSA, no
               | apps or third-party extensibility, no taking over third
               | party platforms in unrelated areas.
        
         | l72 wrote:
         | > I don't think I'll ever be comfortable allowing an agent to
         | call me a taxi, or order food on my behalf.
         | 
         | I don't let another human do that! When we as a group order
         | lunch, I always want to input mine directly or at least double
         | check the order.
        
       | sixtyj wrote:
       | > Within a year of launching ChatGPT, we reached $1B in revenue.
       | By the end of 2024 we were generating $1B per quarter. We are now
       | generating $2B in revenue per month.
       | 
       | They raised $122B.
       | 
       | 122 / 12*2 = 5 years to get your money back (I simplify, I know
       | revenue <> profit)
       | 
       | They are so big that almost no one can afford to acquire them. It
       | is similar as someone would like to acquire MSFT or AAPL.
       | 
       | WCGW?
        
         | mrcwinn wrote:
         | Correction: _no one_ can afford to acquire them.
        
       | samdjstephens wrote:
       | > The broad consumer reach of ChatGPT creates a powerful
       | distribution channel into the workplace
       | 
       | They mention this line in different forms a couple of times in
       | the article. It's clear they're pretty rattled about Anthropic's
       | momentum in enterprise, I wonder how confident they really are in
       | this rationale.
        
         | Ethee wrote:
         | Kind of makes me wonder how 'accelerated' the timeline of
         | publishing this article was based upon the Claude Code leak
         | today. Considering everyone has gotten a sneak peek at what
         | Anthropic is working on OpenAI might be a little worried. This
         | could also just be coincidence, but this piece really does read
         | like self-encouraging fluff.
        
           | changoplatanero wrote:
           | The timing of this coming out today is cause today is the
           | last day of the month/quarter and has nothing to do with
           | Claude.
        
             | Ethee wrote:
             | Ah, yeah that makes way more sense, I always forget about
             | financial quarter timings.
        
           | serioussecurity wrote:
           | 0. These things take an enormous amount of time and
           | coordinating to release.
        
         | zmmmmm wrote:
         | It's an interesting strategy, I see a pretty big risk from them
         | leaning into it like this. We already have a vibe in my circles
         | of the old "gmail vs yahoo" type thing where if you saw someone
         | had a yahoo mail address you assumed they were technologically
         | illiterate. Similarly it's mildly embarrassing already to say
         | you used ChatGPT for something. It's not unrecoverable, but
         | it's a pretty steep slippery slope they probably don't want to
         | be anywhere near if they care about enterprise.
        
           | voganmother42 wrote:
           | After the DoD moves? It is not just the technologically
           | illiterate, it is part of the US culture war. OpenAI is the
           | MAGA brand, like tesla.
        
             | gunsle wrote:
             | What an absurd leap. OpenAI is the maga brand because they
             | simp for government contracts like any massive company
             | would?
        
               | voganmother42 wrote:
               | Did you miss the cancel/unsubscribe gpt boycott? It was
               | only about a month ago. Many people I know
               | cancelled/unsubscribed. To be fair though, most people I
               | have talked with needed almost no encouragement to move
               | to anthropic or google (better products, easy to switch
               | etc). Consumer sentiment can change quickly.
        
               | parineum wrote:
               | Many people in your bubble cancelled.
        
               | voganmother42 wrote:
               | Perhaps, but it was pretty widely reported on, if you
               | care to look.
        
               | maronato wrote:
               | Caitlin Kalinowski and other OpenAI employees resigned
               | because of it [1].
               | 
               | ChatGPT uninstalls rose by 295%, downloads fell 13% on
               | day one and a further 5% the next day [2].
               | 
               | One-star reviews spiked 775% overnight, then doubled
               | again the following day [2].
               | 
               | 1.5 million users joined the QuitGPT boycott within days
               | [1].
               | 
               | Claude rose to #1 most downloaded app in the App Store
               | and US usage rose by 51% [2].
               | 
               | New customers are now choosing Claude over OpenAI 70% of
               | the time [1].
               | 
               | And much more. I think it was just _your_ bubble that
               | didn't cancel it.
               | 
               | [1] https://letsdatascience.com/blog/altman-called-the-
               | pentagon-...
               | 
               | [2] https://www.ibtimes.co.uk/openai-backlash-pentagon-
               | partnersh...
        
               | parineum wrote:
               | I'm aware that it happened. You seem under the impression
               | that this is some kind of mass exodus based on people you
               | know.
               | 
               | Uninstalls up 300%! What's the baseline?
               | 
               | > downloads fell 13% on day one and a further 5% the next
               | day
               | 
               | Dramatic falloff of new downloads after one day (still
               | plenty of new downloads). Day 3 was likely negligible
               | and, I bet, it was back to normal less than a week after
               | when the story left the news cycle.
               | 
               | > 1.5 million users joined the QuitGPT boycott within
               | days
               | 
               | That's both very few people and a completely meaningless
               | number since all it requires is checking a box. Did
               | anyone verify they were actually human?
               | 
               | > Claude rose to #1 most downloaded app in the App Store
               | and US usage rose by 51% [2].
               | 
               | > New customers are now choosing Claude over OpenAI 70%
               | of the time [1].
               | 
               | Which has nothing to do with cancellations.
               | 
               | > And much more. I think it was just your bubble that
               | didn't cancel it.
               | 
               | Most people in my bubble have no idea any of this
               | happened and are just using free chatgpt tier if they use
               | it at all. That seems much more representative given your
               | provided statistics of the 1.5m person boycott.
        
         | kevinqi wrote:
         | I don't know if it's guaranteed to work, but the strategy is
         | real. I know Notion won vs. competitors in the space because
         | they focused on consumer first, and consumers then brought
         | Notion into their workplaces.
        
           | evgen wrote:
           | I am amused that you think IT is going to respond to an
           | unmanaged LLM tool that operates outside of the LLM policies
           | all serious enterprises have set up by now and say 'wow, that
           | is cool and maybe we should buy in to this!'
           | 
           | What is going to happen is that the emplyee who tries to
           | sneak OpenAI into our org is going to have two meetings set
           | up by the end of the day, one with IT to ensure the whatever
           | tool they installed is burned out with fire and one with HR
           | to ensure they know the company policy and acknowledge that
           | another fuck-up like this is a firing offense.
        
             | hrimfaxi wrote:
             | What if that employee is in the C-suite?
        
               | 6031769 wrote:
               | Then the business was already screwed and this makes
               | little difference?
        
             | thmsths wrote:
             | Isn't that exactly how the iPhone won though? As another
             | commenter said, once the cool gadget becomes a must have
             | for executives, IT will be told to find a way to make it
             | work.
        
         | interludead wrote:
         | I don't read that as "rattled" so much as leaning into the one
         | thing they clearly have that Anthropic doesn't: massive
         | consumer distribution
        
       | oulipo2 wrote:
       | They are trying very hard to convince themselves that it's going
       | to work, when we see all the models plateauing... it's clearly
       | hitting the ceiling
        
         | thomasahle wrote:
         | I don't know anyway using these models everyday who think they
         | are hitting a ceiling.
         | 
         | If anything there's a plateau between each model release.
        
           | kace91 wrote:
           | I'm seeing diminishing returns, though in fairness we have no
           | idea yet how to integrate properly with existing good
           | practices and principles. I suspect improvement is going to
           | come mainly from improved took usage rather than more
           | impressive models.
        
         | maipen wrote:
         | I feel that too, every technology has its limits. I use AI
         | daily. But I can't see the "intelligence". All I see is fine
         | tuning and bigger datasets.
         | 
         | Yesterday I asked claude to fix the color issues of graph. It
         | failed miserably. Opus 4.6 wasn't able to figure out why the
         | text was grey. It made something up, instead of realizing the
         | problem was simple, oklch wrapped inside a hsl color.
         | hsl(oklch(...)) I easily figured this out by just looking at
         | the css and adding some logs to js.
         | 
         | This is not intelligence. This is a tool that's smart. Not
         | sentient. AGI won't be achieved by scaling alone.
        
       | avaer wrote:
       | This announcement completes the betrayal of their founding
       | principles.
       | 
       | "Our goal is to advance digital intelligence in the way that is
       | most likely to benefit humanity as a whole, unconstrained by a
       | need to generate financial return."                 - Not
       | advancing digital intelligence       - While locking people into
       | a superapp       - Because they are further constrained to
       | generating financial returns
        
         | class3shock wrote:
         | Founding principles = initial marketing strategy
        
         | pattt wrote:
         | Is there a way out of this though? The seed is already planted
         | and everything else is just a PR.
        
         | sharts wrote:
         | Not too dissimilar from what most companies that start
         | prioritizing growth also do, unfortunately.
        
       | ltbarcly3 wrote:
       | They have to focus on the distant future (where they are frankly
       | unlikely to exist) because they are falling further and further
       | behind in the immediate future.
       | 
       | Their latest desperate bid for relevance is a plugin for Claude
       | Code that uses Codex as a second opinion. Please clap.
        
         | nsingh2 wrote:
         | This a big exaggeration. Codex is probably one of the top two
         | LLM programming tools, along with Claude Code. GPT-5.4 models
         | are strong, unlike the initial GPT-5 ones, which were
         | comparatively bad, and can hold up against Opus 4.6. In my
         | experience, they are better at analytical work.
         | 
         | I cannot really see how they are "far behind," or how some
         | plugin for Claude Code is a "last desperate bid." The tools are
         | close enough to each other that I regularly use Codex one month
         | and Claude Code the next without much disruption, just to try
         | out any new models or features that might be available.
         | 
         | I do not have much visibility into the non-code applications,
         | so maybe it is stickier there.
         | 
         | If/when the AI bubble pops and takes OpenAI down with it, I
         | would not expect Anthropic to come out unscathed either.
        
           | ltbarcly3 wrote:
           | They were _years_ ahead. They managed to generate competitors
           | (Anthropic is OpenAI refugees) by alienating their own
           | employees by being so dishonest and immoral when compared to
           | their own founding principals and even legal documents. They
           | experienced a coup where the primary technical vision of the
           | company was forced out in favor of someone who is
           | comparatively a nontechnical dummy. That was the beginning of
           | the multiple years of stagnation while they burned tens and
           | hundreds of billions of dollars while their competitors
           | caught up and then passed them by.
           | 
           | OpenAI is floundering and can't sustain their own burn rate.
           | Their competitors are thriving. This is a market and
           | technology that OpenAI largely created and just a few years
           | in they are behind, losing unprecedented amounts of money,
           | and have no clear path to catch up.
           | 
           | Lets be totally clear, they were 3 years ahead _3 years ago_
           | and now they are behind. They are literally standing still.
        
       | alyxya wrote:
       | > Today, we closed our latest funding round with $122 billion in
       | committed capital at a post money valuation of $852 billion.
       | 
       | A couple things that stand out to me about this is the use of the
       | phrase "committed capital", which only sounds like a promise that
       | could break from various circumstances, and the valuation of
       | their funding keeps changing so it sounds like a max rather than
       | the valuation every investor invested at.
        
         | snoren wrote:
         | good catch! committed capital is not same as we raised.
        
         | ta988 wrote:
         | that's why they have to open through banks and other less
         | valuable more sliced share system.
        
         | strongpigeon wrote:
         | I do wonder how much of Amazon's $50B share (per last press
         | release) is in AWS credits rather than money in the bank.
        
           | dheera wrote:
           | Probably a lot? It would be much more tax-advantageous to do
           | it this way, $50B worth of credits != $50B worth of spend on
           | Amazon's part, and they might meet in the middle about how
           | much equity that translates to.
        
             | HWR_14 wrote:
             | I can see a lot of advantages for Amazon, but I don't see
             | why it would be tax-advantageous.
        
               | qurren wrote:
               | Situation A:
               | 
               | You're Amazon. You give OpenAI $50B cash investment, they
               | then hand you back the $50B over time because they buy
               | $50B worth of Amazon AWS services (they would use AWS or
               | other equivalent compute anyway). OpenAI pays an
               | additional $1-5B in sales taxes on top of their $50B
               | compute purchase. Now let's say you have $25B opex for
               | said compute. You then have $25B profits, you pay 21%
               | corporate taxes on the profits, so you too owe the
               | government about $5B. Government collects around $6-10B
               | on this whole transaction.
               | 
               | Situation B:
               | 
               | You're Amazon. You let OpenAI use your services by
               | handing them API credentials that unlock what would
               | normally cost $50B worth of services, but no money
               | changes hands. You have zero revenue from the
               | transaction, write off the $25B opex as a tax loss on
               | your other profits elsewhere in the company. You thus pay
               | ~$5B less tax on your other income as a company, and
               | OpenAI also doesn't have to pay sales tax because they
               | didn't actually purchase anything.
        
               | HWR_14 wrote:
               | You have to report barter transactions as income. And
               | Amazon already pays 0% corporate income tax.
        
               | stingraycharles wrote:
               | Isn't sales tax only for consumers? Ie companies reverse
               | charge sales tax or omit it entirely. Or what is this 2%
               | - 10% sales tax you're referring to?
        
               | dragonwriter wrote:
               | > Isn't sales tax only for consumers?
               | 
               | It depends how you defined "consumers". If you mean
               | "those who consume the good subject to the tax, rather
               | than people who resell the good", yes, ideally.
               | 
               | If you mean "not businesses" or "individuals but not
               | corporations", then, no.
               | 
               | > Ie companies reverse charge sales tax or omit it
               | entirely.
               | 
               | Generally, the theory of sales taxes is that people
               | (including corporations) pay sales tax on things they
               | consume as a final good rather than use as an
               | intermediate good in production or simply resell. The
               | _exact_ way in which that is determined varies somewhat
               | between jurisdictions with sales taxes, but generally
               | (assuming paper is subject to sales tax in a
               | jurisdiction), if you are buying paper to print books
               | that you sell, you don 't pay sales tax, if you are
               | buying paper to print internal documents that you use in
               | running the business, you do pay sales tax.
        
               | stingraycharles wrote:
               | That's interesting, that's not the case in the EU. Here,
               | as long as you can argue that it's a business expense,
               | you don't have to pay sales tax. Eg the internal
               | documents are a necessary expense / cost of doing
               | business.
        
               | dragonwriter wrote:
               | My understanding is that EU nations all have VAT, not
               | sales tax; both are broadly consumption taxes, but they
               | function rather differently (VAT charged at each stage of
               | production vs sales tax only at final sale to consumer,
               | among other differences.). VAT is sort of opposite of
               | sales tax for businesses as payers; they pay VAT on goods
               | bought as production inputs (and collect it on behalf of
               | government on items they sell downstream on the chain of
               | production), but do not pay it on what they consume for
               | internal operations (in effect, to the extent thise
               | internal operations contribute to the value added to the
               | product, that is what the people downstream in the chain
               | of production are paying VAT for.)
        
           | cmiles8 wrote:
           | To then claim that Trainium is "selling" and not a dud? I'd
           | bet a lot.
        
         | Aurornis wrote:
         | That's typical. Large funding rounds usually aren't delivered
         | as one single giant lump sum into the bank account. The capital
         | is committed in stages that can depend on hitting milestones or
         | goals.
         | 
         | This is done even in smaller startup funding rounds some times.
        
           | alyxya wrote:
           | Fair, I think a lot of what I've been perceiving is the
           | gymnastics in how funding and valuation and deals get
           | reported. There ends up being a ton of asterisks that makes
           | the headline news deviate quite significantly from reality,
           | e.g. https://arstechnica.com/information-
           | technology/2026/02/five-...
        
         | whiplash451 wrote:
         | It makes sense for such a huge amount to be "committed", not
         | sitting idle in a bank somewhere.
        
         | bko wrote:
         | I assure you committed capital is very much common parlance in
         | finance
        
         | interludead wrote:
         | I think this is more about deal structure than spin
        
       | pmdr wrote:
       | The only thing that's really accelerating is how fast you get
       | rate-limited on ChatGPT.
        
         | zozbot234 wrote:
         | The big AI firms are all heavily compute-constrained, so that
         | shouldn't be much of a surprise.
        
       | mrdependable wrote:
       | Funny how quickly they have become like every other tech company.
       | There is basically no hint of OpenAI the non-profit anymore.
       | 
       | Edit: Why did this go from their press release to a news story?
        
         | pembrook wrote:
         | Sir, I'm sorry to be the one to tell you this. But you've been
         | in a coma since 2022 after a severe car accident.
         | 
         | It's now the year 2026. That dead horse has already been
         | beaten.
        
           | mrdependable wrote:
           | They were trying to keep the facade up until they were
           | allowed to become a public benefit corporation. At least
           | that's the way it seemed to me. Now they are fully mask off.
        
         | interludead wrote:
         | Frontier AI + tens of billions in capex was always going to end
         | here
        
       | joaohaas wrote:
       | > This is not just product simplification. It is a distribution
       | and deployment strategy.
       | 
       | iykyk
        
         | maxverse wrote:
         | Are you suggesting this was written by AI?
        
           | keybored wrote:
           | It's not just a suggestion. It's a demonstration.
        
             | simonreiff wrote:
             | It's the demonstration layer
        
               | Lionga wrote:
               | agentic demonstration layer
        
             | dgellow wrote:
             | And you are so bold for identifying it. You're not just
             | passively commenting. You're creating something bigger,
             | larger than yourself.
        
           | wmf wrote:
           | Why would they not use their own AI?
        
           | dabbz wrote:
           | It's a very frequently used structure by LLMs especially ones
           | writing for LinkedIn.
        
             | bigwheels wrote:
             | "It's not X, it's Y."
             | 
             | A linguistic presentation commonly referred to as
             | _constrastive negation_.
        
               | mhl47 wrote:
               | Was looking for a precise term for that. Thank you!
               | 
               | Also AI-Linkedin-Bullshit likes to use "just"
               | additionally and it's mostly along the lines of Y being
               | something much more impactful then X.
        
               | walthamstow wrote:
               | Humans may use commas here, but LLMs always use a full
               | stop, always.
        
           | sunaookami wrote:
           | You are absolutely right.
        
       | rishabhaiover wrote:
       | > We are now generating $2B in revenue per month
       | 
       | What??
        
         | ta988 wrote:
         | Word on the street is that Anthropic is roughly at half that.
         | Hard to know what they include and not, and what their real,
         | non-subsidized costs are.
        
         | rglullis wrote:
         | They got a very sweet deal from the Pentagon, it seems.
        
         | jsnell wrote:
         | What what? Are you surprised it's that low, that high, that
         | they can tell what their revenue is, that they report it on a
         | monthly rather than annual basis, or something totally
         | different?
         | 
         | It's going to be pretty hard to get a good answer to whatever
         | you're having difficulties understanding if you can't be
         | bothered to write more than a word.
        
       | snoren wrote:
       | Money has lost all meaning in tech. 122 Billion raise! This is
       | some kind of dream.
        
       | h14h wrote:
       | "Despite unprecedented capital investment in our R&D, our core
       | product isn't getting meaningfully better so now we're building
       | an app."
       | 
       | Doesn't really strike me as the kind of statement that comes out
       | of a company that can sustain a ~$1T market cap...
        
       | 0gs wrote:
       | isn't it weird that there is no attribution to a human here? i
       | mean, eventually, they have to dropkick sama and install GPT
       | itself as king, right? EOQ seems as good a time as any
        
       | sidrag22 wrote:
       | feels like an insult to readers to try to pretend that their
       | revenue per month is comparable to google or apples growth when
       | the funding is absurdly different, not to mention inflation
       | itself.
       | 
       | I am very much onboard with AI within my workflow. I just don't
       | really see a future where openai/anthropic are the absolute front
       | runners for devs though. Maybe OpenAI does just have the better
       | vision by targeting the general public instead, and just
       | competing to become the next google before google can just stay
       | google?
       | 
       | What is their next step to ensure local models never overtake
       | them? If i could use opus 4.6 as a local model isntead and wrap
       | it in someone else's cli tool, i 100% do it today. are the future
       | model's gonna be so far beyond in capability that this sounds
       | foolish? the top models are more than enough to keep up with my
       | own features before i can think of more... so how do they stretch
       | further than that?
       | 
       | A side note i keep thinking about, how impossible is a world
       | where open source base models are collectively trained similar to
       | a proof of work style pool, and then smaller companies simply
       | spin off their own finishing touches or whatever based on that
       | base model? am i thinking of thinks too simplistically? is this
       | not a possibility?
        
         | thomasahle wrote:
         | It's hard to train models in the open. All the big players are
         | using lots of "dodgy" training data. Like books, video, code,
         | destinations. If you did that in the open, the lawyers would
         | shut you down.
        
         | simonjgreen wrote:
         | Anthropic is definitely gaining ground over OpenAI in the
         | business world. Cowork is the absolute hotness right now, and
         | even prompted MSFT to drop their own variant yesterday
        
           | strongpigeon wrote:
           | Ask anybody you know that works in Big Tech. They're all
           | pushing _hard_ for Claude Code adoption.
        
           | operatingthetan wrote:
           | Codex and Gemini CLI seem 1-2 months behind Claude Code. They
           | will catch up. This race will eventually be won by whoever
           | can come up with the cheapest compute.
        
             | a1studmuffin wrote:
             | And that's a dangerous game because the cheaper compute
             | gets, the more likely consumers are to self-host rather
             | than pay a subscription.
        
               | ds2df wrote:
               | Apple could figure out a way to neatly package it into
               | their ecosystem.
        
               | winrid wrote:
               | Not really. Most people won't self host.
        
               | jonah wrote:
               | The general public will self-host it's built in to your
               | next phone or laptop straight out of the box or maybe
               | from the App Store.
        
               | winrid wrote:
               | True. I was thinking more of power users. Do you think
               | Opus level capabilities will run on your average laptop
               | in a year? I think that's pretty far away if ever.
        
               | zozbot234 wrote:
               | You can demonstrate "running" the latest open Kimi or GLM
               | model on a top-of-the-line laptop at very low throughput
               | (Kimi at 2 tok/s, which is slow when you account for
               | thinking time) today, courtesy of Flash-MoE with SSD
               | weights offload. That's not Opus-like, it's not an
               | "average" laptop and it's not really usable for non-niche
               | purposes due to the low throughput. But it's impressive
               | in a way, and it does give a nice idea of what might be
               | feasible down the line.
        
               | delecti wrote:
               | I agree that that's what it would take, but compute would
               | need to get _very_ cheap for it to be feasible to keep
               | models running locally. That 's an awful lot of memory to
               | have just sitting with the model running in it.
        
         | ravenstine wrote:
         | Though I think these companies are wildly overvalued, I don't
         | see LLMs as a service going away in the future. The value in
         | OpenAI is that it provides extra compute, data access, etc. My
         | money is on local AI becoming more of a thing, while services
         | like OpenAI still exist for local AIs to consult with. If a
         | local model can somehow know that it's out of it's depth on a
         | question/prompt, it can ask an OpenAI model if it's available,
         | but otherwise still work locally if OpenAI fails to respond or
         | goes out of business. To me that makes a lot more sense than
         | the future being either-or.
        
           | clhodapp wrote:
           | Models not being able to reliably know if they are out of
           | their depth is a foundational limitation of the currently
           | generation of models, though.
           | 
           | Best they can do is to somewhat reliably react to objective
           | signals that they've failed at something (like test
           | failures).
        
         | mlsu wrote:
         | You can host a website on any rackmount server for pennies
         | compared to AWS. But people still use AWS.
         | 
         | The market for local models is always gonna be a small niche,
         | primarily for the paranoid.
        
           | lukan wrote:
           | "The market for local models is always gonna be a small
           | niche, primarily for the paranoid."
           | 
           | Have you ever heard of industrial espionage? Pr privacy
           | regulations? Or military applications?
           | 
           | (Also the US military runs claude as a local model)
        
           | FpUser wrote:
           | >"But people still use AWS"
           | 
           | I do not, I self host. My current client is also got rid from
           | AWS packing up nice savings as a result
        
           | notnullorvoid wrote:
           | The goal of web hosting is to provide low latency wide
           | availability to many users.
           | 
           | AI in this context has a very different goal as a tool for
           | individual users.
           | 
           | You wouldn't say that hosting instances of Photoshop on
           | servers and charging for usage is a long term viable business
           | would you? Even if current consumer computers struggled to
           | run Photoshop.
        
             | sidrag22 wrote:
             | I don't see an issue with the comparison, I don't think it
             | is meant to be a 1 to 1 or anything, just an illustration
             | of how consumers are overwhelmingly lazy.
             | 
             | I'd take issue with the statement that it is for the
             | paranoid, but I guess it might be a defense mechanism
             | because of course i am interested in local models. If my
             | new workflow is going to be dependent on 3 companies, I'd
             | prefer if there is a light at the end of the tunnel that
             | breaks us free.
        
         | Aurornis wrote:
         | > What is their next step to ensure local models never overtake
         | them?
         | 
         | As someone who experiments with local models a lot, I don't see
         | this as a threat. Running LLMs on big server hardware will
         | always be faster and higher quality than what we can fit on our
         | laptops.
         | 
         | Even in the future when there are open weight models that I can
         | run on my laptop that match today's Opus, I would still be
         | using a hosted variant for most work because it will be faster,
         | higher quality, and not make my laptop or GPU turn into a
         | furnace every time I run a query.
        
           | zozbot234 wrote:
           | If your laptop overheats when you push your GPU, you can buy
           | purpose-built "gaming" laptops that are at least nominally
           | intended to sustain those workloads with much better cooling.
           | Of course, running your inference on a homelab platform
           | deployed for that purpose, without the thermal constraints of
           | a laptop, is also possible.
        
             | Aurornis wrote:
             | I didn't say it overheats. It gets hot and the fans blow,
             | neither of which are enjoyable.
             | 
             | MacBook Pro laptops are preferred over "gaming" laptops for
             | LLM use because they have large unified memory with high
             | bandwidth. No gaming laptop can give you as much high-
             | bandwidth LLM memory as a MacBook Pro or an AMD Strix Halo
             | integrated system. The discrete gaming GPUs are optimized
             | for gaming with relatively smaller VRAM.
        
         | miki123211 wrote:
         | > how impossible is a world where open source base models are
         | collectively trained similar to a proof of work style pool
         | 
         | Current multi-GPU training setups assume much higher bandwidth
         | (and lower latency) between the GPUs than you can get with an
         | internet connection. Even cross-datacenter training isn't
         | really practical.
         | 
         | LLM training isn't embarrassingly parallel, not like crypto
         | mining is for example. It's not like you can just add more
         | nodes to the mix and magically get speedups. You can get a lot
         | out of parallelism, certainly, but it's not as straightforward
         | and requires work to fully utilize.
        
       | synergy20 wrote:
       | well we do need at least two powerful AI companies, so they can
       | cross checkout each other when I use them.
        
       | simonebrunozzi wrote:
       | No, they didn't raise $122B as the HN title implies. A big chunk
       | of that $122B is a "maybe" that depends on various things that
       | need to happen in the future.
       | 
       | Oh, man... I can't wait to see where this is going. Might not be
       | pretty after all.
        
         | Aurornis wrote:
         | Having large funding rounds contingent on meeting milestones is
         | common. Always has been.
        
           | ares623 wrote:
           | The assumption that's conveniently left out is that the
           | milestones are realistic
        
           | jmalicki wrote:
           | It just makes comparing funding rounds hard to understand,
           | since money in the bank is money in the bank, and a lot of
           | the "committed capital if you reach a milestone" is capital
           | that would be easy to get if you reached that milestone, if
           | it is sufficiently advanced, and has enough outs, etc., that
           | you may as well have just raised another round in the future.
        
             | Aurornis wrote:
             | That's logically inconsistent. If the company was
             | performing poorly enough that they couldn't meet their
             | funding milestones from a previous round, they're not going
             | to have an easy time raising the same money in a future
             | round.
             | 
             | The milestones aren't a hard-stop that forbids the previous
             | funding round participants from providing the money if they
             | still choose. It's just an out.
        
               | JohnMakin wrote:
               | sure they can. that's the whole point of the "pivot"
        
               | jmalicki wrote:
               | What I am saying is that if you do meet the milestones
               | from your previous round, you're going to have an easy
               | time fundraising anyway, so funding contingent on
               | milestones isn't that different than just saying "well,
               | if we need more money we can do another round"
        
               | Aurornis wrote:
               | Fundraising rounds are difficult, laborious, and
               | distracting. It would be extremely different to try to
               | multiply the number of rounds by 3-5X. There's nothing
               | easy about that.
               | 
               | You're also ignoring that the market changes frequently.
               | If you only raised as much money as you needed for the
               | next 4-6 months with plans to re-raise all the time,
               | you'd have to constantly be sizing your growth plans up
               | or down based on how the market felt about startup
               | investing that month.
               | 
               | Imagine the company having to either do speed hiring or
               | large layoffs every few months to adjust to the size of
               | the fundraising round they were able to get this time
               | around.
               | 
               | Nothing about what you're suggesting would be easier, or
               | easy at all
        
               | gehwartzen wrote:
               | It seems pretty simple:
               | 
               | Funding Round A: VC "A" invests 200M (100M immediately
               | and another 100M if sales grow 10% or whatever)
               | 
               | At 6 months the company will either get the other 100M
               | automatically (meaning they grew sales 10%) or they don't
               | (meaning they grew less than 10%).
               | 
               | Assuming it's the later they can then do another round
               | during which they try to get the other 100M. In all
               | likelihood VC "A" won't be interested (or interested at a
               | lesser amount). They could go ask VC "B" for an
               | investment but it will likely be less than 100M as well
               | because they didn't grow as much as "the market"
               | anticipated.
               | 
               | Nothing complicated at all.
               | 
               | I'll give you $1 dollar for your banana today and another
               | dollar in a week when it has ripened. If it's rotten when
               | I come to get my banana I won't give you the other
               | dollar. You have your original $1 and you can still try
               | to sell your rotten banana to another HN reader but you
               | probably won't get another dollar this time.If instead
               | you have a ripe banana I'm sure you could easily find a
               | buyer.
        
             | nostrademons wrote:
             | Note that even that "money in the bank" of traditional
             | venture firm is not really money in the bank. VC, PE, and
             | hedge fund managers usually don't have all the cash for the
             | fund sitting in the bank at all times. Rather, their
             | agreement with the LPs that fund the fund is structured as
             | a series of capital calls: it gives the fund the _right_ to
             | demand that their LPs deposit cash in their bank accounts
             | within 10-30 days, which can then be used to fund the
             | investments that the VC firm makes. The capital calls are
             | backed by legal documents enforceable in court, with pretty
             | stiff penalties for failing to meet a capital call.
             | 
             | Such a funding structure here isn't all that different: the
             | funding agreement gives OpenAI the right to call on their
             | backers to make certain cash deposits, contingent upon
             | milestones being met. Deep down inside, "money in the bank"
             | doesn't actually exist, it's just mutual agreements backed
             | by force of law.
        
               | jmalicki wrote:
               | When a startup raises money without contingencies,
               | typically they do get a large amount of money in the bank
               | all at once.
        
               | Aurornis wrote:
               | If investments are not tranched then the money is not
               | delivered in tranches, yes.
               | 
               | The first rule of tautology club is...
        
           | wmf wrote:
           | Why not announce the funding after the milestones have been
           | met?
        
             | apparent wrote:
             | It's splashier this way, and is meant to shape the
             | narrative, make other companies fear their warchest, and
             | make hiring easier. Of course, those who are in-the-know
             | won't be fooled, but the perception of the general public
             | will be set in stone by the PR framing.
        
               | heyethan wrote:
               | Most people won't look at the structure, they'll just
               | internalize that OpenAI is massively funded.
               | 
               | That effect kicks in well before the money actually does.
        
             | Aurornis wrote:
             | The funds are committed under the terms of the deal (share
             | price, things like board seats, and other details). There
             | are legal obligations to provide it.
             | 
             | This is a common structure for large investments. It would
             | be really inefficient for all of these investors and
             | companies to have to have the money sitting in cash to do a
             | deal and then transfer it into the company's bank where it
             | sits and earns interest for years until they can deploy it.
             | 
             | Even VC firms who raise funds work this way. The capital is
             | "committed" but investors don't wire all of the money over
             | right away so it can sit in the VC firm's bank accounts,
             | waiting. The VCs do what's called a "capital call" through
             | which they're legally bound to provide the money they
             | committed when requested, under the terms of the deal.
        
           | wesammikhail wrote:
           | One of the stipulations is that OpenAI achieves "AGI"... Need
           | I say more?
           | 
           | Also a lot of this "money" is in cloud compute and credits
           | not cash so...
        
         | caycep wrote:
         | that being said, how can Softbank keep throwing around all
         | these astronomical numbers after so many bad investments?
         | Leftover iPhone money?
        
           | Analemma_ wrote:
           | Saudi oil money
        
             | MidnightRider39 wrote:
             | Which might not be a thing anymore soon the way things are
             | going...
        
               | ds2df wrote:
               | cant stop winning!
        
               | bahmboo wrote:
               | Other way around - the Saudis are making bank.
        
               | outside1234 wrote:
               | well, until the Iranians blow up their refineries.
        
               | saintfire wrote:
               | Iranians are also making bank. Why kick a hornets nest
               | when you're winning?
        
               | mschuster91 wrote:
               | > Why kick a hornets nest when you're winning?
               | 
               | Tell that to Trump and his glorious way of bombing Iran.
               | Nothing against the idea itself, the Mullahs all but
               | asked for it to happen.
               | 
               | But the execution? That was a level of dogshit I haven't
               | seen in the time I was alive lol. Even Russia was better
               | prepared with their invasion of Ukraine.
               | 
               | Both Trump and Netanyahu had a somewhat solid perspective
               | on not getting utterly wasted in the next elections.
               | Instead they go on one of the most ill-prepared wars in
               | modern history, with results that may seriously upend the
               | global economy if not lead us to WW3 outright.
        
           | phillipcarter wrote:
           | Most people know Softbank as the company who lost billions on
           | WeWork and not the company who made several _more_ billions
           | on the ARM IPO.
        
             | caycep wrote:
             | with these swings, I'm not sure how Son-san keeps himself
             | from getting an ulcer
        
               | dd8601fn wrote:
               | At some point it must just be Monopoly money.
        
               | darth_avocado wrote:
               | Sir, it's called investing
        
             | IshKebab wrote:
             | Yeah I checked their overall return. It's average. Not
             | better than index funds IIRC.
        
           | jelling wrote:
           | They borrowed $40B from JP Morgan. They literally did not
           | have the money otherwise.
        
             | lefty2 wrote:
             | also they need to pay back that in one year, so if OpenAI
             | don't IPO this year they are screwed
        
               | roxolotl wrote:
               | Was curious about the source here. Seems widely reported
               | and I just missed it. This a unpaywalled source I found
               | 
               | https://techcrunch.com/2026/03/27/why-softbanks-
               | new-40b-loan...
        
               | Lionga wrote:
               | they are Hwanging it
        
           | adventured wrote:
           | Their ~$50 million total Alibaba investment turned into ~$70
           | billion. As of two years ago they were still liquidating out
           | of it.
           | 
           | January 26, 2024 - "Japanese investment holding firm SoftBank
           | Group Corp has largely cleared its ownership in e-commerce
           | giant Alibaba Group Holding, concluding one of the most
           | successful deals in China's internet industry and a holding
           | that spanned about 23 years."
           | 
           | "SoftBank, which invested US$20 million into Alibaba when it
           | was still a start-up in 2000, said in a corporate filing on
           | Thursday that it was set to book a gain of 1.26 trillion yen
           | (US$8.5 billion) - about 425 times the value of its initial
           | outlay - for the Tokyo-based firm's 2024 financial year after
           | divesting its [remaining] shares via subsidiary Skybridge."
           | 
           | https://finance.yahoo.com/news/japans-softbank-concludes-
           | run...
        
             | HardCodedBias wrote:
             | "As of two years ago they were still liquidating out of it"
             | 
             | I get that people are scared of investing in China. But if
             | I still made single stock investments, I would seriously
             | consider BABA, it seems well positioned.
        
         | troupo wrote:
         | "Here comes another bubble..."
        
         | JohnMakin wrote:
         | Don't let reality get in the way of _vibes_
        
         | jredwards wrote:
         | Seems like all of OpenAI's "deals" are announcement fodder with
         | no real contract, primed to quietly fall through later.
        
         | dang wrote:
         | Ok, let's switch to the HTML doc title above.
        
         | apparent wrote:
         | I've wondered how many announced fundraising rounds were like
         | this. It's in everyone's interest (VCs and entrepreneurs) if
         | the message to the outside world is "this company is amazing so
         | they've raised a boatload of cash". But VCs might not want to
         | give it all up front, or unconditionally.
         | 
         | It makes it hard to say what the valuation of a company is. If
         | the milestones are unlikely to be hit, then it's anyone's
         | guess.
        
           | Aurornis wrote:
           | This is a common structure. It's confusing to people who
           | don't know finance or startups when they first see it.
           | 
           | Even VCs don't get all of their fund money delivered into
           | their bank account when they raise a funding round. It's
           | inefficient and undesirable for everyone involved to have to
           | move all of the money up-front, at once.
           | 
           | If you talk to anyone in startup funding or finance they'll
           | be familiar with the term "capital call" which describes how
           | committed capital obligations are delivered at a later date
           | than the initial deal:
           | https://en.wikipedia.org/wiki/Capital_call
        
             | johnebgd wrote:
             | Gotta hit that high IRR as a fund manager and the clock
             | starts when the cash comes in so capital calls are
             | appreciated by fund managers. Unless they are emerging
             | managers (the startup equivalent in finance) and their LP's
             | are less than institutional and ghost them when the capital
             | call hits.
        
               | munk-a wrote:
               | IRR is so trivial to manipulate - it'd be wonderful if
               | more investors began demanding actual metrics on capital
               | performance. If you're parking cash with an investment
               | firm you want to know about how much of a return you can
               | expect when it is withdrawn, and while history is a guide
               | and not a guarantee, there are much better ways to inform
               | that expected return than IRR. "My million got a return
               | of 2% during a year when your reported IRR was 10% -
               | where's the other 8%!" is a common cry from those who
               | haven't just rolled over their investment, unaware of how
               | little it has functionally appreciated.
        
             | apparent wrote:
             | I think more people are aware that VCs raise commitments
             | for a fund that they can pull in via capital calls than are
             | aware that startup funding from VCs come with hurdles to
             | clear.
             | 
             | This is perhaps because the most common round to raise is a
             | small/early one, and these tend not to have hurdles.
             | Founders that only ever raised these rounds wouldn't
             | necessarily know what happens in later/bigger rounds.
             | 
             | Also, I wonder if capital calls come with hurdles as well?
             | That is, can an LP refuse to put in more money if the VC's
             | recent investments have not done well? I would think not,
             | since it typically takes many years to determine whether
             | investments were good or not.
        
             | pimlottc wrote:
             | It's confusing because it's meant to be confusing. Bigger
             | numbers are more impressive.
        
             | hn_throwaway_99 wrote:
             | I've been involved in many startups, and this type of
             | fundraising is _not_ common, or at least it wasn 't common
             | before a few years or so ago
             | 
             | The whole concept of talking about "runway" is basically
             | calculating how much cash in the bank, that is actually in
             | your bank account, will last. And this arrangement is
             | different, as there are contingencies. In the past, VCs
             | would just give you money in a particular series, and then
             | if your business did well, they'd eventually give you more
             | money in a later series. But it wasn't like they announced
             | it all up front in, say, a Series A, but a big chunk of the
             | money would only be delivered if you met milestones.
        
               | ewhanley wrote:
               | Sure for like $5-10MM, but no one is landing $100B cash
               | in a startup's bank account
        
               | prasadjoglekar wrote:
               | $100B isn't a startup. And if there's a $100B deal, you
               | better believe the cash is there. Case in point -
               | Netflix/Paramount wanting to buy WB. Or the $44B that
               | Musk had to raise to buy out Twitter shareholders.
        
               | akerl_ wrote:
               | Both your examples are purchases. Musk had to raise
               | actual capital to buy Twitter because the people getting
               | the money were taking it and walking away.
               | 
               | Funding doesn't work like that. Investors are giving you
               | money as part of a longer-term deal where they stick
               | around.
        
               | renewiltord wrote:
               | Same. I know $100m+ range arrives in the bank account.
               | Don't know more than that. But for that sum, I know it
               | routinely just arrives.
               | 
               | Obviously this is 1000x as large so I make no claims to
               | knowing that sum. But it's routine for startup funding to
               | arrive in bank account.
        
               | willis936 wrote:
               | Both of CFS B rounds were cash, in recent years, and each
               | in the range of "low billions". Sure another 2 orders of
               | magnitude is another story, but so is selling hope. I'd
               | say the latter is the thing that is unique here.
        
               | throwup238 wrote:
               | This was already common in tech for Series C+ fifteen
               | years ago when I raised a round. Once you're talking tens
               | or hundreds of millions, almost everyone wants milestones
               | and tranches instead of giving all the money up front.
        
             | danielmarkbruce wrote:
             | No, it's not _common_ for the startup itself to make
             | capital calls. The phrase (and your link) refers to capital
             | calls made by VC firms to their limited partners. Same
             | thing in PE.
        
             | Nevermark wrote:
             | > Amazon agreed to invest up to $50 billion in the startup
             | 
             | > Nvidia invested $30 billion
             | 
             | > Microsoft, one of OpenAI's longtime partners, also
             | participated
             | 
             | There is a lot of non-cash, never-will-be cash, investment
             | here. Credits for compute.
        
             | ifwinterco wrote:
             | I think both things are true at once:
             | 
             | 1) For a $100bn round, you won't get a single transfer of
             | $100bn into your checking account, this is normal
             | 
             | 2) Sam Altman is a liar and people (correctly) don't really
             | believe him when he starts throwing numbers around
        
           | komali2 wrote:
           | There's an accelerator here in Taiwan with a model I truly
           | don't understand: 100k usd for 10%. 10%!! You've just valued
           | the company at only 1 million! And taken a HUGE chunk of
           | equity, not much left on the table!
           | 
           | Maybe it makes sustainable sense but in the world of venture
           | capital it seems the most profitable thing to do is lie
           | through a Cheshire grin, every day.
        
             | Saline9515 wrote:
             | This is very standard, Ycombinator, which hosts this board,
             | does the same: https://www.ycombinator.com/about
        
               | komali2 wrote:
               | Not exactly the same...
               | 
               | > YC invests $500,000 in every company on standard terms.
               | Our $500K investment is made on 2 separate safes:
               | 
               | > We invest $125,000 on a post-money safe in return for
               | 7% of your company (the "$125k safe")
               | 
               | > We invest $375,000 on an uncapped safe with a Most
               | Favored Nation ("MFN") provision (the "MFN safe")
        
               | harmonic18374 wrote:
               | So YC values the company at $1.8 million. I don't think
               | that's so different.
        
         | SilverElfin wrote:
         | With NASDAQ and NYSE looking to reduce the timelines for new
         | public companies to be included into indices ("fast entry"
         | rule), I have a feeling that OpenAI and SpaceX and Anthropic
         | are mostly looking to dump their inflated shares into the
         | public's retirement accounts by force.
         | 
         | Michael Burry called out this structural manipulation play
         | recently:
         | 
         | https://www.benzinga.com/markets/tech/26/03/51248353/michael...
        
           | singpolyma3 wrote:
           | Retirement accounts aren't required to buy a stick just
           | because it's listed.
           | 
           | ... probably will though
        
             | SilverElfin wrote:
             | Retirement accounts already own funds and those in turn are
             | often tied to the underlying index. If the time to being
             | included in an index is reduced, they end up being
             | automatically bought sooner. And that keeps their price
             | from collapsing artificially.
        
         | figmert wrote:
         | Probably again cancelled or significantly reduced in the near
         | future when all the current investors inevitably cash out.
        
         | zx8080 wrote:
         | > No, they didn't raise $122B as the HN title implies.
         | 
         | What is this about? The title says "OpenAI closes funding round
         | at an $852B valuation". It does not mention $122B.
         | 
         | Edit: the linked page's title is different and indeed states
         | $122B.
        
           | satvikpendem wrote:
           | Mods on HN sometimes change the titles of submissions to be
           | more neutral but they generally start off as the linked
           | article's title, which is what the comment you're replying to
           | was referring to.
        
         | swiftcoder wrote:
         | It's also like... >$50 billion in compute credits and
         | discounted hardware between Amazon/Microsoft/NVidia. Which is
         | all inside baseball since they simultaneously juice their
         | financials with OpenAI's cloud compute bill
        
       | aurareturn wrote:
       | $2b/month which is $24b/year. Not as much as I expected
       | considering they were at $20b by end of 2025.[0] They only added
       | $4b since?
       | 
       | Anthropic had $19b by end of February 2026 and they added $6b in
       | February alone.[1] This means if they added another $6b in March,
       | they're higher than OpenAI already.
       | 
       | However, I heard that OpenAI and Anthropic report revenue in a
       | different way. OpenAI takes 20% of revenue from Azure sales and
       | reports revenue on that 20%. Anthropic reports all revenue,
       | including AWS's share.[2]
       | 
       | [0]https://www.reuters.com/business/openai-cfo-says-
       | annualized-...
       | 
       | [1]https://finance.yahoo.com/news/anthropic-arr-
       | surges-19-billi...
       | 
       | [2]https://x.com/EthanChoi7/status/2036638459868385394
        
         | troupo wrote:
         | And that is revenue only. In the past 15 or so years most US
         | companies (and especially startups) always talk about revenue
         | only. Wheras only profit should matter.
         | 
         | E.g. what good is 20 billion per year when "OpenAI is targeting
         | roughly $600 billion in total compute spending through 2030".
         | That is $150 billion per year?
        
           | merlindru wrote:
           | why should only profits matter? if i had a killer product
           | today that i just need to sell tomorrow, wouldn't you still
           | invest today knowing i'll probably only start to make money
           | tomorrow (or perhaps next week)?
           | 
           | the expectation is that they'll eventually make money. they
           | can't raise forever. only startups are not profitable for a
           | few years. but most companies that have existed for a long
           | while have been profitable
           | 
           | and since they're expected to make a LOT of money, everyone
           | wants a piece of that future pie, pushing up the valuation
           | and amount raised to admittedly somewhat delusional levels
           | like here
        
             | Barrin92 wrote:
             | not if your product is selling two dollars for one dollar
             | and as soon as you'll start to charge more I'll switch to
             | one of your twenty competitors
             | 
             | profit isn't a function of having a killer product, it's a
             | function of having no competition
        
               | ds2df wrote:
               | no competition is a bit extreme. Limited competition yes
               | due to competitive advantages.
        
               | aurareturn wrote:
               | And why do you think twenty competitors can stay
               | competitive for years to come?
               | 
               | Industries always consolidate and winners emerge. SOTA
               | LLMs look like a natural monopoly or duopoly to me
               | because the cost to train the next model keeps going up
               | such that it won't make sense for 20 competitors to
               | compete at the very high end.
               | 
               | TSMC is a perfect example of this. Fab costs double every
               | 4 years (Rock's Law). It's almost impossible to compete
               | against TSMC because no one has the customer base to
               | generate enough revenue to build the next generation of
               | fabs - except those who are propped up by governments
               | such as Intel and Rapidus. Samsung is basically the SK
               | government.
               | 
               | I don't see how companies can catch OpenAI or Anthropic
               | without the strong revenue growth.
        
               | outside1234 wrote:
               | Google has completely caught OpenAI. Anthropic has a
               | better coding model, but I'm sure Google is working on
               | that too.
        
               | baq wrote:
               | > Anthropic has a better coding model
               | 
               | I'll be polite and call this statement 'a very debatable'
               | one.
        
               | Barrin92 wrote:
               | >Industries always consolidate and winners emerge.
               | 
               | no, most industries just sell boring generic products, a
               | few industries favor monopolists. Semiconductors are one
               | of them but LLMs are also as far removed from that
               | business as is physically possible.
               | 
               | TSMC makes the most complicated machines humans have ever
               | built, a LLM requires a few dozen nerds, a power plant, a
               | few thousand lines of python and chips. That's why if
               | you're Elon Musk you could buy all of the above and train
               | yourself an LLM in a month.
               | 
               | LLMs are comically simple pieces of software, they're
               | just big. But anyone with a billion dollars can have one,
               | they're all going to be commoditized and free in due
               | time, like search. Copying a lithography machine is
               | difficult, copying software is easy. that's why Google
               | burrowed itself into email, and browsers, and your
               | phone's OS. Problem for openai is they don't have any of
               | that, there's already half a dozen companies that, for
               | 99% of people, do what they do.
        
               | komali2 wrote:
               | The barrier to replicating TSMC isn't just cost, it's
               | supply chain, geopolitics, and talent.
               | 
               | Only one company on Earth can make the UV lithography
               | machines TSMC buys for their highest end fabs, and
               | they're not selling to anyone else.
               | 
               | The PRC tried to brute force this supply chain backed by
               | the full might of the Party's blank check, all red tape
               | cut, literally the best possible duplication scenario,
               | and they failed.
        
               | purpleidea wrote:
               | The PRC didn't fail, they haven't finished succeeding
               | yet.
        
               | baq wrote:
               | They will succeed eventually since they have proof it's
               | possible and their plans span decades. I expect them to
               | have working EUV in 10 years. Whether it'll still be
               | bleeding edge tech is a different question I dare not
               | guess the answer to.
        
               | harmonic18374 wrote:
               | Google has already surpassed them both in all areas
               | except coding. People on HN only look at benchmarks, but
               | Gemini's multimodal understanding, things like
               | identifying what a plant is, normal user use cases (other
               | than chatting), integration with other tools, is much
               | better.
               | 
               | It's believable that Meta, ByteDance, etc. can catch up
               | too. It is not certain that scaling will meaningfully
               | increase performance indefinitely, and if it stops soon,
               | they surely will. Furthermore, other market conditions
               | (US political instability) can enable even more labs,
               | like Mistral, to serve as compelling alternatives.
               | 
               | Uber, TSMC, etc. have strong moats in the form of
               | physical goods and factories. LLMs have nothing even
               | remotely comparable. The main moat is in knowledge, which
               | is easy to transfer between labs. Do you think all the
               | money that goes into training a model goes into the
               | actual final training run? No, it is mostly experiments
               | and failed ideas, which do not have to be repeated by
               | future labs and offshoots.
        
               | otabdeveloper4 wrote:
               | > It is not certain that scaling will meaningfully
               | increase performance indefinitely
               | 
               | It's certain that it won't. We've already hit diminishing
               | returns.
        
             | bandrami wrote:
             | > why should only profits matter?
             | 
             | In this case because it's not clear that anybody has
             | actually figured out how to sell inference for more than it
             | costs
        
               | nl wrote:
               | It's well know everyone is making great money on
               | _inference_. The cost is training.
               | 
               |  _Whether GPT-5 was profitable to run depends on which
               | profit margin you're talking about. If we subtract the
               | cost of compute from revenue to calculate the gross
               | margin (on an accounting basis),2 it seems to be about
               | 30% -- lower than the norm for software companies (where
               | 60-80% is typical) but still higher than many
               | industries._
               | 
               | (They go on to point out that there are other costs that
               | might mean they didn't break even on other costs -
               | although I suspect these costs should be partially
               | amortized over the whole GPT 5.x series, not just 5.0)
               | 
               | https://epochai.substack.com/p/can-ai-companies-become-
               | profi...
               | 
               | https://martinalderson.com/posts/are-openai-and-
               | anthropic-re... (with math working backwards from GPU
               | capacity)
               | 
               | "Most of what we're building out at this point is the
               | inference [...] We're profitable on inference. If we
               | didn't pay for training, we'd be a very profitable
               | company"
               | 
               | https://simonwillison.net/2025/Aug/17/sam-altman/
               | 
               | "There's a bright spot, however. OpenAI has gotten more
               | efficient at serving paying users: Its compute margin--
               | the revenue left after subtracting the cost of running AI
               | models for those customers--was roughly 70% in October,
               | an increase from about 52% at the end of last year and
               | roughly 35% in January 2024."
               | 
               | https://archive.is/OqIny#selection-1279.0-1279.305 (Note
               | this is _after_ having to pay higher spot rates for
               | compute because of higher than expected demand)
        
               | bandrami wrote:
               | > It's well know everyone is making great money on
               | inference.
               | 
               | That is not, in fact, "well known", but based entirely on
               | the announcements of the inference providers themselves
               | who also get very cagey when asked to show their work and
               | at least _look like_ they 're soliciting a constant
               | firehose of investment money simply to keep the lights
               | on. In particular there's a troubling tendency to call
               | revenue "recurring" before it actually, you know, recurs.
        
               | nl wrote:
               | > based entirely on the announcements of the inference
               | providers themselves who also get very cagey when asked
               | to show their work
               | 
               | I mean sure, it's self reported.
               | 
               | But the inference prices somewhere like Fireworks or
               | TogetherAI charges is comparable to what Google/AWS/Azure
               | charge for the same model an we know they aren't losing
               | money - they have public accounts that show it, eg:
               | 
               | https://au.finance.yahoo.com/news/wall-street-resets-
               | amazon-...
               | 
               |  _Fireworks' gross margin--gross profit as a percentage
               | of revenue--is roughly 50%, according to the same person_
               | 
               | https://archive.is/Y26lA#selection-1249.65-1249.173
               | 
               | > In particular there's a troubling tendency to call
               | revenue "recurring" before it actually, you know, recurs.
               | 
               | If someone has a subscription then yes that is pretty
               | normal.
        
               | bandrami wrote:
               | > If someone has a subscription then yes that is pretty
               | normal.
               | 
               | Not if you've substantively changed rate limits 3 times
               | in the last 5 months while still counting those forecast
               | revenues. In most industries that's called rug-pulling.
        
               | baq wrote:
               | It doesn't matter how you call it. A recurring
               | subscription on the books is a recurring subscription.
               | Yes you can cancel anytime (how generous of them), it
               | also doesn't matter.
        
           | Swizec wrote:
           | > Wheras only profit should matter
           | 
           | Profit is money you couldn't figure out how to spend. During
           | growth, you want positive operating margins with nominal
           | profits. When the company/market matures, you want pure
           | profits because shareholders like money. If you can find a
           | way to invest those profits in new areas of growth, that's
           | better.
        
             | aurareturn wrote:
             | Not sure why you're downvoted.
             | 
             | Everyone wants to treat OpenAI like a car wash business
             | where they need to make a profit almost immediately. I
             | don't know why people can't understand that the industry is
             | in a rapid growth stage and investing the money is more
             | important than making a profit now. The profits will come
             | later.
        
               | troupo wrote:
               | "Profits will come later"
               | https://news.ycombinator.com/item?id=47597480
        
               | nutjob2 wrote:
               | > The profits will come later.
               | 
               | The nearly $1T hand wave. Forgive me if I ask how. Might
               | give it some credence if Anthropic and Google weren't
               | pulling even with or surpassing them in various way or
               | markets.
               | 
               | Whats worse is they mostly seem to have retail market
               | name recognition which is arguably the hardest, or maybe
               | the impossible market to make money from.
        
               | aurareturn wrote:
               | Whats worse is they mostly seem to have retail market
               | name recognition which is arguably the hardest, or maybe
               | the impossible market to make money from.
               | 
               | That doesn't seem to be the case at all. Meta and Google
               | are two of the most profitable companies in history, off
               | the backs of free users.
               | 
               | Apple is another one that focuses almost exclusively on
               | retail and is also one of the most profitable in history.
        
               | FatherOfCurses wrote:
               | > profits will come later
               | 
               | Holy crap, is it the year 2000 again?
        
             | troupo wrote:
             | > Profit is money you couldn't figure out how to spend.
             | 
             | Profit is the money showing your business is sustainable.
             | Ever since the ZIRP era US companies keep haemorrhaging
             | money at a rate that is physically impossible to recoup.
             | 
             | If OpenAI plans to lose 100+ billion dollars per year for
             | half a decade, what profits are you talking about to offset
             | the losses?
             | 
             | > When the company/market matures, you want pure profits
             | because shareholders like money.
             | 
             | Ah yes. Shareholders like money. And not, you know, basic
             | accounting like "we need money to actually pay salaries,
             | pay for equipment and offices etc. without perpetually
             | relying on seeming endless investor money".
        
               | chronc6393 wrote:
               | > what profits are you talking about to offset the
               | losses?
               | 
               | You don't need profit to offset the losses.
               | 
               | You can simply reduce spending / expenses.
        
               | CraigRood wrote:
               | In principle yes, but all metrics so far suggest they are
               | losing money every user interaction. There is very little
               | network effect with these tools so It's not like they can
               | start cutting back on staff and feature deployment.
        
               | LaGrange wrote:
               | lol that's a line so incredibly naive it hurts.
               | 
               | One does not "simply" reduce spending.
        
               | chronc6393 wrote:
               | > One does not "simply" reduce spending.
               | 
               | Why does stock price go up after mass layoffs?
        
               | bumby wrote:
               | What happens when the only way to reduce spending is to
               | reduce your assets? Seems like circular logic at that
               | point. I suppose the market isn't expected to be rational
               | all the time, but eventually it is.
        
               | justsomehnguy wrote:
               | By your logic any company should just layoff everyone and
               | profit on the stock price going to the infinity.
               | 
               | Company would no longer function of course but why it
               | would matters if the stock price is through the Moon?
        
               | Swizec wrote:
               | > Profit is the money showing your business is
               | sustainable.
               | 
               | Notice I said you should have nominal profits.
               | 
               | > Ah yes. Shareholders like money. And not, you know,
               | basic accounting like "we need money to actually pay
               | salaries, pay for equipment and offices etc. without
               | perpetually relying on seeming endless investor money".
               | 
               | All of these are costs that reduce your profits.
               | 
               | A maximally profitable business fires all employees
               | except shareholders, closes every office, stops all RnD,
               | and leases IP or real estate to others on long-term deals
               | that never need to be renegotiated.
        
             | badpun wrote:
             | A lot of investments gets amortized over many years so even
             | if you're investing all your free cash you'll still show a
             | lot of profit.
        
           | aurareturn wrote:
           | It's not as much as you think. Google is spending $185b on
           | data centers this year alone. Amazon is spending $200b this
           | year. Total capex for big tech is ~$700b in 2026 and we're
           | not including neo clouds, Chinese clouds, and other sovereign
           | data centers.
           | 
           | Since everyone is trying to get compute from anywhere they
           | can, including OpenAI going to Google, it's hard to tell what
           | is used internally vs externally.
           | 
           | For example, it's entirely possible that Google's internal
           | roadmap for Gemini sees it using $600b of compute through
           | 2030 as well. In that case, OpenAI needs to match since
           | compute is revenue.
        
             | hvb2 wrote:
             | But if Gemini doesn't end up using the compute because of
             | whatever reason, Google has other ways to monetize that
             | compute. OpenAI doesn't?
             | 
             | So the same money spent by OpenAI and Google doesn't carry
             | nearly the same amount of risk?
        
               | aurareturn wrote:
               | OpenAI doesn't?
               | 
               | Why not? They've openly said they could in theory sell
               | compute to others if they can't use it all.
        
               | adgjlsfhk1 wrote:
               | this isn't credible though. them not being able to use
               | all their compute likely means that the ai bubble has
               | popped, so they won't be getting a good price on it.
        
               | hvb2 wrote:
               | And who would be buying this from them? Let's say you're
               | anthropic, would you give money to your competitor?
               | 
               | I'll also add that Google is already a player in that
               | space so more likely to easily sell it off.
        
           | pier25 wrote:
           | Give me a billion and I'll have 500M of revenue in no time by
           | selling dollars at 50 cents.
        
             | aurareturn wrote:
             | Why are we treating OpenAI and Anthropic differently than
             | say, Amazon or Uber? Both companies invested in growth for
             | many years before making a profit. Most tech companies in
             | the last 2-3 decades lost money for years before making a
             | profit.
             | 
             | Why are we saying that OpenAI and Anthropic can't do the
             | same?
        
               | hirako2000 wrote:
               | Two reasons. They somewhat broke even, and kept getting
               | investment. The potential for quasi monopoly was obvious.
               | 
               | Openai can't claim either.
        
               | aurareturn wrote:
               | How did Uber somewhat break even? They lost $34b before
               | making a profit.
               | 
               | Uber was only on a path to monopoly in the US, not world
               | wide. It's lost to local competitors in most countries.
               | And it can get disrupted by self driving cars soon.
               | 
               | OpenAI's SOTA LLM training smells like a natural monopoly
               | or duopoly to me. The cost to train the smartest models
               | keep increasing. Most competitors will bow out as they do
               | not have the revenue to keep competing. You can already
               | see this with a few labs looking for a niche instead of
               | competing head on with Anthropic and OpenAI.
        
               | vlovich123 wrote:
               | The cost of copying SOTA models though is super cheap and
               | doesn't take super long.
        
               | aurareturn wrote:
               | How do you distill when OpenAI and Anthropic inevitably
               | move to tasks running in the cloud? IE. Go buy this
               | extremely hard to get concert ticket for me.
               | 
               | Distilling might only be effective in the chat bot
               | dominant era. We are about to move to an agents era.
               | 
               | Furthermore, I'm guessing distilling will get harder and
               | harder. Claude Code leak shows some primitive anti
               | distilling methods already. There's research showing that
               | models know when it's being benchmarked. Who's to say
               | Anthropic and OpenAI aren't able to detect when their
               | models are being distilled?
        
               | adgjlsfhk1 wrote:
               | even ignoring distillation, so long as hardware or ml get
               | better over time, training a new model from scratch is
               | cheaper the later you do it
        
               | ef3dfd wrote:
               | Yep the poster is assuming efficiencies will not come.
               | 
               | Absolutely they will. And this is a huge problem for OAI
               | - given Google is targeting vertical integration, they
               | will acquire a cost-advantage. As long as the model
               | performance is good enough, they will kick OAI and
               | Anthropic out in the long-run.
               | 
               | The valuations of OAI and Anthropic are nonsense. A true
               | valuation would incorporate failure risk, which is
               | natural for startups/fast growing and money losing firms.
               | Anyone who takes them serious is incredibly delusional.
        
               | dionidium wrote:
               | > How did Uber somewhat break even? They lost $34b before
               | making a profit.
               | 
               | It took them ~14 years to lose that $34 billion. Some
               | projections suggest that OpenAI has lost a third of that
               | in a single quarter. Even the most optimistic projections
               | indicate that they're losing that much every 2-3 years.
               | There's talk that they might lose ~$150B before
               | profitability.
               | 
               | These are just numbers on a page to regular people, but
               | $34 billion and $150 billion are very different numbers.
        
               | outside1234 wrote:
               | Worse, Google can afford to outspend them in this game
               | and basically run them both out of money.
        
               | pier25 wrote:
               | It's not even remotely comparable. Uber burnt some $30B
               | over a decade or so.
        
               | aurareturn wrote:
               | It seems like it is comparable based on what you just
               | said.
        
               | mrweasel wrote:
               | OpenAI have burned nearly 25 times what Uber did, it has
               | more competitors, billions of dollars in obligations and
               | no clear way to profitability.
               | 
               | The problem for OpenAI is that the cost of getting them
               | where they are now has been to high and competitors can
               | now establish themselves for much less money.
        
               | troupo wrote:
               | > Why are we treating OpenAI and Anthropic differently
               | than say, Amazon or Uber?
               | 
               | The dame Uber that lost close to 30 billion dollars over
               | 10 years to subsidize its price dumping?
               | 
               | No, no we are not treating OpenAI differently than Uber
        
               | lmm wrote:
               | Amazon had a clear business model. They had positive
               | gross margin from, if not day 1, then pretty close to it.
               | 
               | I remain skeptical of Uber.
               | 
               | Sure, _maybe_ OpenAI and Anthropic will make it work. It
               | 's not impossible. But it's far from guaranteed.
        
               | aurareturn wrote:
               | OpenAI and Anthropic have positive gross margins for
               | inference.
               | 
               | Uber generates about $1b in profit yearly now.
        
               | lmm wrote:
               | > OpenAI and Anthropic have positive gross margins for
               | inference.
               | 
               | Maybe, if you take their word for it, and treat the
               | models as capital assets rather than part of the COGS for
               | the inference product. That's pretty far off from where
               | Amazon was at.
        
               | windward wrote:
               | >Most tech companies in the last 2-3 decades lost money
               | for years
               | 
               | Yes
               | 
               | >before making a profit.
               | 
               | No
        
           | muzani wrote:
           | The startup game is about building assets and then cashing
           | out on them during exit.
           | 
           | Assets are harder to measure. Facebook used to say something
           | silly like every user was worth $100. That sounded ridiculous
           | for a completely free app but over a decade later, the
           | company is worth more than that. Revenue is an easier way of
           | measuring assets than profit.
           | 
           | Profit doesn't really matter. It gets taxed. But it's not
           | about dodging taxes; it's because sitting on a pile of money
           | is inefficient. They can hire people. They can buy hardware.
           | They can give discounts to users with high CLTV. They can
           | acquire instead of building. It's healthy to have profit
           | close to $0, if not slightly negative. If revenues fall or
           | costs increase, they can make up for the difference by just
           | firing people or cutting unprofitable projects.
           | 
           | Also when they're raising money, it makes absolutely no sense
           | to be profitable. If they were profitable, why would they
           | raise money? Just use the profits.
        
           | nl wrote:
           | What is the point - exactly - of profit?
           | 
           | Profit is money you can't find a use for to grow your
           | business, so you give some of it to the government in the
           | form of tax.
           | 
           | Also there is a big difference between operational expenses
           | and capital expenses like building data centers.
           | 
           | I think OpenAI is being _very_ aggressive on the growth vs
           | conservative financial management spectrum _but_ just saying
           | "only profit should matter" is just wrong.
        
             | bandrami wrote:
             | > What is the point - exactly - of profit?
             | 
             | It's what attracts capital investment, which businesses
             | need
        
               | nl wrote:
               | OpenAI seems to do reasonably well at attracting capital
               | investment without profits.
               | 
               | As did Amazon, Google, Meta etc etc.
        
               | bandrami wrote:
               | OpenAI is great at attracting people who say "yeah, sure,
               | I'll give you capital at some point in the future" who
               | then never actually give them the capital (or at least
               | haven't yet).
        
               | nl wrote:
               | They seem to be spending lot of cash too...
        
               | ngold wrote:
               | If I remember correctly, Facebook took 10 years raising
               | money before going ipo.
               | 
               | Could be wrong though.
        
             | troupo wrote:
             | What's the point - exactly - of a company being
             | sustainable?
        
               | nl wrote:
               | Being profitable isn't the same as sustainable.
               | 
               | Even a simple shop isn't profitable for months if it
               | needs to buy stock up front, and run some ads to let
               | people know about it. The money for that comes from the
               | shop owners as an investment.
               | 
               | This is the same thing but on a _slightly_ bigger scale,
               | over a longer time frame.
        
               | troupo wrote:
               | If your shop is unprofitable for years with no chance to
               | recoup any of the costs, you close it, as your
               | investments run out, and investors and banks stop giving
               | you money as you keep losing them.
               | 
               | US tech companies just continue operating because
               | "revenue and growth".
        
               | nl wrote:
               | > US tech companies just continue operating because
               | "revenue and growth".
               | 
               | US tech companies are some of the most profitable
               | business in history.
               | 
               | Google made over $130B profit last year, Meta 60B.
               | 
               | I'm old enough to have had exactly the same arguments (on
               | Slashdot for Google, here for FB) for both before their
               | IPOs.
               | 
               | It's a uninformed argument and people should know better.
        
         | maerF0x0 wrote:
         | 30x revenues at 17% revenue growth is... aggressive.
        
           | jsnell wrote:
           | Except it's not 100x revenues, and it's not 17% growth. I
           | don't know where you got those numbers from?
           | 
           | The numbers OpenAI gave in the post would mean a 30x multiple
           | pre-money. And the $20B -> $24B run-rate growth since the
           | start of the year could plausibly mean anything from 110% to
           | 200% annualized growth rate, depending on whether that
           | happened over two or three months. The $24B is a lower bound
           | as well, since they only gave use one significant digit for
           | the monthly revenue.
        
             | maerF0x0 wrote:
             | You're right, I was thinking about 100x revenues and forgot
             | to confirm the math. Updated to reflect your point. ChatGPT
             | itself provided the 17% number (it's most recently
             | available growth rate)...
        
           | YetAnotherNick wrote:
           | > 17% revenue growth
           | 
           | I think ads is going to massively change this number.
        
         | manquer wrote:
         | They aren't reporting anything yet. What we hearing is just
         | from news media who get their leaks/info from investors who get
         | some form of IR reports/ presentation.
         | 
         | Both will do public reporting only when they IPO[4] and have
         | regulatory requirement to do so every quarter. For private
         | companies[1] reporting to investors there are no fixed rules
         | really[3]
         | 
         | Even for public companies, there is fair amount of leeway on
         | how GAAP[2]expects recognize revenue. The two ways you
         | highlight is how you account for GMV- Gross Merchandise Value.
         | 
         | The operating margin becomes very less so multiples on absolute
         | revenue gets impacted when you consider GMV as revenue.
         | 
         | For example if you consider GMV in revenue then AMZN only
         | trades at ~3x ($2.25T/$~800B )to say MSFT($2.75T/$300B) and
         | GOOG ($3.4T/$400B) who both trade at 9x their revenue.
         | 
         | While roughly similar in maturity, size, growth potential and
         | even large overlap of directly competing businesses, there is
         | huge (3x / 9x) difference because AMZN's number includes with
         | GMV in retail that GOOG and MSFT do not have in same size in
         | theirs.
         | 
         | ---
         | 
         | [1] There are still a lot of rules reporting to IRS and other
         | government entities, but that information we (and news media)
         | get is from investors not leaks from government reporting -
         | which would be typically be private and illegal to disclose to
         | public.
         | 
         | [2] And the Big 4 who sign off on the audit for companies
         | prefer to account for it.
         | 
         | [3] As long as it is not explicit fraud or cooking the books,
         | i.e. they are transparent about their methods.
         | 
         | [4] Strictly this would be covered in the prospectus(S-1) few
         | weeks before going public and that is first real look we get
         | into the details.
        
           | aurareturn wrote:
           | They aren't reporting anything yet. What we hearing is just
           | from news media who get their leaks/info from investors who
           | get some form of IR reports/ presentation.
           | 
           | The $24b figure is literally in OpenAI's announcement.
           | 
           | The $19b ARR and $6b added in Feb came directly from
           | Anthropic CEO recently.
        
             | bandrami wrote:
             | Announcing isn't reporting. Am I the only one old enough to
             | remember Enron?
        
             | manquer wrote:
             | I am reminded of the "I declare bankruptcy" meme from the
             | 2000's TV series Office.
             | 
             | When we say reporting it means there are statutory
             | submissions with an auditor signing off, with legal
             | liability. As the other reply referenced consequences for
             | doing this incorrectly can be severe - Arthur Anderson is
             | no more after all because of Enron.
             | 
             | A Press Release (of a private entity) does not have to
             | satisfy this high bar.
             | 
             | Press release does mean no constraints, for public
             | companies, disclosure of important information by officers
             | and other insiders have strong controls. Even if its the
             | just a rocket/poop emoji on a casual social media platform.
             | Lawyers have to refile with the SEC in the expected format.
             | Even private companies have restrictions on not claiming
             | things fraudulently to investors, but these are accredited
             | investors with lesser controls than retail.
        
             | diatone wrote:
             | Until they're using consistent methods of reporting those
             | figures, they're not comparable. Same as any other company
             | pre vs post IPO
        
               | aurareturn wrote:
               | Was referring to this:                 What we hearing is
               | just from news media who get their leaks/info from
               | investors who get some form of IR reports/ presentation.
        
             | lelanthran wrote:
             | > The $24b figure is literally in OpenAI's announcement.
             | 
             | And? That's not a legislated report; they can use whatever
             | mechanism they want to, without disclosure, to produce
             | numbers.
             | 
             | Lets wait until they are regulated as a public company,
             | then their mechanism has to be both aligned with what
             | legislation requires _as well as_ clearly documented in
             | their report.
        
               | seanhunter wrote:
               | > they can use whatever mechanism they want to, without
               | disclosure, to produce numbers.
               | 
               | That would be fraud against whoever participated in this
               | round, so no. Just because they aren't regulated doesn't
               | mean they are literally free to do whatever they want to
               | close the round.
        
               | adgjlsfhk1 wrote:
               | it would be fraud only if they're also telling their
               | investors the same numbers.
        
               | lelanthran wrote:
               | > Just because they aren't regulated doesn't mean they
               | are literally free to do whatever they want to close the
               | round.
               | 
               | What makes you think their public announcements are
               | aligned with what they give prospective investors?
        
               | seanhunter wrote:
               | The fact that in all the rounds I have been involved in
               | all public announcements related to the round go through
               | the legal team to check for possible material
               | misstatements that could cause exactly this kind of
               | problem.
        
               | lelanthran wrote:
               | > The fact that in all the rounds I have been involved in
               | all public announcements related to the round go through
               | the legal team
               | 
               |  _All_ public announcements go through the legal team,
               | regardless of whether it 's related to the round or not.
        
             | robonot wrote:
             | True. That's reporting and they are also reporting numbers
             | internally, which are getting leaked.
        
           | SilverElfin wrote:
           | Does the GAAP accounting matter if everyone passively buys
           | shares due to the new fast entry rules, which corruptly will
           | force us all to buy into these companies? The fundamentals
           | and true value seem less relevant than ever:
           | 
           | https://www.benzinga.com/markets/tech/26/03/51248353/michael.
           | ..
        
             | manquer wrote:
             | Diluting the index entry rules, only devalues the index
             | utility. When it becomes a bigger problem, other indices
             | with higher quality controls will out compete the current
             | ones and be used by asset managers seeking safety.
             | 
             | More likely than not, most of us are already holding stock
             | in these companies one way or another. All the Mag 7 hold a
             | major chunk of OAI and Anthropic stock anyway, slower entry
             | does not make it less risky for us.
             | 
             | Even if the big tech companies did not hold any stock, they
             | are still the biggest vendors and their own order books is
             | hugely impacted by the AI demand from these two ( and
             | others in this space), either way we are all in this
             | together.
        
               | minraws wrote:
               | I personally find this is the correct solution, since
               | indexes are over-inflated either way, this brings much
               | needed sanity to the index. Your index is now worth much
               | more or much less based on how you view the AI bubble and
               | you are forced to understand and correct your forward
               | looking investments accordingly.
               | 
               | Passive investments are good, but if taken too far as
               | they clearly have been in the last decade they become a
               | scam. Everyone is SIPing into it, and there is infinite
               | liquidity. Until one big whale finally decides they are
               | booking it, then all hell will break loose on the same
               | damn day.
        
               | chronc6393 wrote:
               | > When it becomes a bigger problem, other indices with
               | higher quality controls will out compete the current ones
               | and be used by asset managers seeking safety
               | 
               | Doubt it.
               | 
               | The world does not allow perfect competition.
        
               | JumpCrisscross wrote:
               | > _world does not allow perfect competition_
               | 
               | What does this have to do with anything?
               | 
               | Plenty of asset managers construct indices to save fees.
        
               | ml-anon wrote:
               | lol imagine someone believing in the invisible hand of
               | the free market in 2026
        
               | manquer wrote:
               | In the short term there are distortions and
               | inefficiencies. It may feel like free market is done .
               | 
               | However in the long term, economics usually finds the
               | most efficient way.
               | 
               | Maintaining inefficient structures like tariffs or
               | monopolies becomes more and more expensive and eventually
               | untenable and disruptions will occur.
        
               | farialima wrote:
               | In the long term we are all dead. (Keynes)
               | 
               | Really feels like 1928
        
             | gloryjulio wrote:
             | Yes gaap absolutely matters.
             | 
             | You can just choose not to play the accounting game, and
             | only choose the ones that actually gaap viable as
             | investment opportunities. For example mag7 - tesla are all
             | relatively cheap when they dip.
             | 
             | Some times the best play is just not to play. If you think
             | they are too risky, walk away. There are enough good
             | oppotunities
        
               | throwaway2037 wrote:
               | > mag7 (minus) tesla are all relatively cheap when they
               | dip
               | 
               | I asked ChatGPT for a list of Magnificent 7 stocks and
               | their most recent price to earnings (PE) ratios.
               | Company Ticker P/E Ratio         Apple Inc. AAPL ~33
               | Microsoft Corporation MSFT ~25         Alphabet Inc.
               | GOOGL ~29         Amazon.com Inc. AMZN ~30         NVIDIA
               | Corporation NVDA ~38         Meta Platforms Inc. META ~28
               | Tesla Inc. TSLA ~378
               | 
               | In the last 50 years, I think the median PE ratio for S&P
               | 500 index is about 15. Seven and below is considered rock
               | bottom, and 30 and above is very high. These PE ratios
               | look pretty damn high to me.
               | 
               | How much do these names need to "dip" for you to consider
               | them cheap?
        
               | gloryjulio wrote:
               | There are a few things to consider if you are in the
               | investment space:
               | 
               | - Growth rate: you can't compare them to the average
               | single digit growth companies or dividend focused
               | companies. Most of these tech companies revenue are still
               | growing at double digit with good moat. Pe is a good
               | measure but it's not absolute. If you believe they
               | sustain their growth then it's a good bet. And you can
               | choose not to buy in their growth stories too. At the end
               | of the day investment is about judgement call
               | 
               | - History benchmark: some of their pe is at historical
               | low. So they are actually cheaper than before.
               | 
               | - Pe ttm and forward pe: how much pe ttm are they at? how
               | much forward pe are they projecting? If forward pe is
               | significantly lower, that means the current analysts
               | consensus is that they will grow in future
               | 
               | - Pe is the a number but it's not everything. You need to
               | consider multiple things to decide if that's undervalued
               | for you. It's highly subjective as different
               | interpretations are common.
               | 
               | - This post is about if you want to play the gaap game
               | with private tech companies. My point is that there are
               | still many public companies that are cheap at certain
               | point. You just need to be patient and be willing to
               | research and wait. For example, meta at around 500 was a
               | buy for me, but since then it has rebounded it's still
               | good but not as undervalued as a few days ago
        
             | throwaway2037 wrote:
             | For other readers, I want to add some context here. NASDAQ
             | is pondering whether or not to change their NASDAQ 100
             | index membership rules for IPOs. Currently, there is a
             | three month waiting rule for IPOs. They are proposing (not
             | sure if passed/agree/completed yet) to remove this waiting
             | rule for IPOs.
             | 
             | Real question: What is the real impact of this rule change?
             | To me, it seems so minor. Three months is just a blip in
             | time for any long term investor.                   > which
             | corruptly will force us all to buy into these companies
             | 
             | Why is this "corrupt"? That term makes no sense here.
             | 
             | Also, if you don't like the NASDAQ 100 rules, then you
             | don't have to invest in securities that track it. You can
             | trade the basket yourself minus the names that you don't
             | like.
             | 
             | Finally, I would say that S&P 500 index is _far_ more
             | important than NASDAQ 100. To join the S &P 500 index, the
             | name must be profitable for the most recent year. (four
             | quarters). Recall that Uber IPO'd in 2019, but was not
             | profitable until 2023. OpenAI probably will not be
             | profitable when it goes public; thus, it will not join the
             | S&P 500 immediately.
             | 
             | I think the bigger story is SpaceX. It will likely IPO very
             | close to a 1T USD market cap (with a small float: ~10%).
             | And, thanks to StarLink, I assume that SpaceX is now wildly
             | profitable.
        
               | Fripplebubby wrote:
               | > Also, if you don't like the NASDAQ 100 rules, then you
               | don't have to invest in securities that track it.
               | 
               | Isn't the idea with the indexes that they allow you to
               | intentionally not take an activist position in the
               | market? The exposure is not tied to any underlying market
               | hypothesis. In other words, if we make people form a
               | market hypothesis in order to decide whether or not to
               | hold this index, it has failed in its purpose.
        
               | nixon_why69 wrote:
               | The "corruption" allegation is that for, yes, SpaceX,
               | index funds will effectively be "forced" to buy in right
               | away at their IPO price, rather than seeing where they
               | settle before getting the money in. Given that most
               | people have most of their money in index funds, it's
               | sort-of an automatic buy and raises some hackles about a
               | fixed game.
               | 
               | Saying "you can trade the basket yourself minus the names
               | you don't like" is not a real counterargument. Most of us
               | are not going to do that, I'm not going to do that and
               | I'm writing this post right now. John Doe is certainly
               | not doing that.
        
             | master-lincoln wrote:
             | what would force you? I guess if you are a greedy bastard
             | you might feel that way...
        
         | dmix wrote:
         | Still a huge amount of revenue for any company. Those $20/month
         | fees are going to triple in a couple yrs. But the VCs expect
         | much much more.
        
           | willio58 wrote:
           | Friends of mine working in AI companies are saying we'll be
           | lucky if they only triple. More like 10-20x long term,
           | especially for enterprise
        
             | mrweasel wrote:
             | Oh, I read it as the number of subscribers would triple,
             | but you're suggesting the price will?
             | 
             | That makes a little more sense, because the number of
             | subscribers are so low that tripling won't really make much
             | difference in terms of turning a profit.
        
               | Bombthecat wrote:
               | It's for companies to replace people. Works out ok for
               | them. Even four times isn't that much
        
               | ef3dfd wrote:
               | Its simply not going to happen. People like Nadella call
               | it 'tacit knowledge' - the reality is the work people do
               | is much broader than what is producible by LLMs alone.
               | Without the human, there is no work done. Unlike classic
               | machinery, LLMs are not comparable in that you cant
               | simply reduce labour input by X and be fine. Sure in the
               | short term the consequences will not show up, but in the
               | long term they will.
               | 
               | Altman and co. get down on their knees and pray that
               | proposition is only transitory in the short run.
               | 
               | LLMs wont disappear, but they wont be large profit
               | generators either. Especially not so whilst there is
               | fierce competition and every dollar of profit is re-
               | invested. The value of an asset is derived upon its
               | potential cash return, net of reinvestment, taxes et al.
               | 
               | Altman is hoping to survive long enough to finance R&D to
               | figure out how to encode the entirety of what humans do,
               | to be able to come good on the asinine aspirations he has
               | put forth that justify its valuation. But it will end in
               | disaster.
        
               | Bombthecat wrote:
               | Of course there will be humans, just way less of them.
               | 
               | Instead of ten, you just need two or three
        
               | ef3dfd wrote:
               | You haven't put forward a compelling argument besides
               | fluff.
               | 
               | This is so surface level and boring.
               | 
               | Most of you aren't really clued up on subject areas like
               | Finance to talk about this stuff frankly. As long as a
               | firm is beating its cost of capital, it will reinvest
               | money to generate more growth. What does that mean? Oh.
               | Hiring more people.
        
             | riskable wrote:
             | This assumes that these companies aren't going to use
             | smaller providers or hosting models themselves. THAT is the
             | great big assumption going into all the Big AI funding.
             | 
             | I think it's a very, very bad assumption. After trying
             | GLM-5 and Qwen3 on Ollama Cloud, not only were they
             | _faster_ than OpenAI 's offerings (by a huge amount) it was
             | _just as good_ if not better at doing what I asked of it.
             | 
             | Claude Code is still superior to anything else but GLM-5
             | and Qwen3 are easily just as good as GPT-5.X (for coding).
        
             | duped wrote:
             | People working in AI companies are the last people I'd
             | trust on price forecasting
        
         | natas wrote:
         | OpenAI is a few years behind Anthropic, and it's unlikely
         | they'll catch up at this point.
        
           | mrklol wrote:
           | Where exactly are they behind?
        
             | PunchTornado wrote:
             | everywhere, but most important in ethics
        
               | serf wrote:
               | _your_ ethics.
               | 
               | let's not forget that these major LLMs are all the
               | children of corporate hyper-piracy en masse, none of them
               | are ethical even in origin unless you're talking about
               | the pre-product company charter kind of ethics, like
               | google .
        
               | PunchTornado wrote:
               | You can't put anthropic and openai in the same basket
               | regarding ethics. One accepted Department of War's
               | conditions and the other not.
        
               | Teelo wrote:
               | How is anthropic training their models? Surely they're
               | not using other people's work without their permission,
               | right?
        
               | Agentus wrote:
               | What origins of ethics?
               | 
               | You use the term piracy, which potentially hints at ur
               | biases.
               | 
               | American IP laws aren't universal, and last I checked
               | neither is it popular in Silicon Valley.
               | 
               | Institutions surrounding dealing with IP Piracy is an
               | American strong arm attempt to own the unownable and to
               | use Russel conjugates to make the flagrant attempt seem
               | just.
        
           | baq wrote:
           | They're about even in general, but for me OpenAI is slightly
           | or significantly ahead in the areas I care about the most.
           | E.g. claude code is a backend slop cannon if you don't tell
           | codex/gemini to review the outputs.
        
           | muskstinks wrote:
           | I'm following this very closly and i'm stunned. Any infos on
           | why you think they are behind antrophic in years?
           | 
           | I do see less quality from reasoning at chatgpt compared to
           | Gemini but otherwise i'm not seeing a year or years gap.
        
           | empath75 wrote:
           | Anthropic is _unquestionably_ ahead product wise because of
           | their agentic coding tools, but they are not _years_ ahead.
           | In particular, their advantage is in the harness, which is
           | not hard to replicate!
        
             | rafaelmn wrote:
             | Lol if CC is the advantage that's the larges indictment of
             | AI coding there is. Don't get me wrong CC gives me good
             | results, but I very much doubt their tooling is great, they
             | just spew tokens at the model and the model is quite good
             | at making sense of it and following through.
             | 
             | I suspect they have better RL setup for coding that makes
             | their models better at coding than GPT/Gemini in practice.
        
             | 0xy wrote:
             | It's not just the CC harness. The models are fundamentally
             | better.
        
         | interludead wrote:
         | I'd be pretty cautious comparing those numbers directly
        
       | alvis wrote:
       | With $122B what are you going to build next? Spaceships?
        
         | topspin wrote:
         | All the high performance RAM, frontier node wafer capacity,
         | flash and disk drives on Earth. Also, all the gas turbines.
        
           | Traubenfuchs wrote:
           | Universal paperclips. And here I am asking ChatGPT which type
           | of onion to use dor coq au vin.
        
           | zozbot234 wrote:
           | If they buy all the jet engines too (to turn them into gas
           | turbines) they can be carbon neutral. More gas burned, but
           | less jet fuel. It's a win-win.
        
         | bigwheels wrote:
         | Rather than advancing the state of the art, they'll use it to
         | slow down competition by starving them of resources. In the
         | style of a monopoly.
        
         | paxys wrote:
         | Nah, you'll get a few days worth of inference.
        
         | jillesvangurp wrote:
         | Google makes money like that in their sleep from mostly just
         | advertising.
         | 
         | OpenAI charges about 20$/month to tens of millions of users
         | right now. 240/year. About 12 billion per year. That's a market
         | that could grown to billions of people with a long tail
         | probably not paying a lot but being served ads; and a fat high
         | end paying a lot more than that for an ad free/premium
         | experience. They should be able to reach billions of users.
         | 
         | It's why Google is matching investments in AI like this
         | entirely from the profit from ads.
         | 
         | Going to space isn't that expensive. SpaceX bootstrapped with a
         | lot less than that.
        
       | cmiles8 wrote:
       | This all smells fishy. They didn't "raise" $122B. Raise means
       | someone put funds in your bank account and said send us the next
       | quarterly report to tell us how our investment is doing.
       | 
       | They have pieces from paper of folks saying they may put up funds
       | or goods and services in that amount. But it's important to
       | remember that:
       | 
       | 1. While they are "raising" commitments others are backing out of
       | deals (see Disney, various data center things). Big deals
       | announced to major fanfare are falling through.
       | 
       | 2. They slashed capital expenditure for the future after
       | previously boasting about all the commitments. This is turning
       | into bonkers math of X + Y - X + Z + W - 1/2 of Y = ? On trying
       | to keep track of what's actually "raised / real" vs what was PR
       | puffery that folks ran away from later.
       | 
       | 3. Circular financing still seems to be going on. Big difference
       | of here's cash, have fun and various "commitments" and balance
       | sheet games that seem to still be going on.
       | 
       | Net net this all still looks very scary and iffy at best.
        
         | zitterbewegung wrote:
         | Are we truly arguing semantics on HN which is a news aggregator
         | for startups and everyone truly knows what a "raise" is and it
         | is obviously not funds in your bank account? I don't disagree
         | with the rest of your comment and the core thesis is valid that
         | OpenAI is very much doing circular financing.
         | 
         | Edit: A raise comes with stipulations on what you can use the
         | money for. I don't know if I was being too mean about
         | responding to a parent but before you comment just google what
         | a raise has..
        
           | sanex wrote:
           | Other than funds in a bank account I do not know what it
           | would mean.
        
             | zitterbewegung wrote:
             | Stipulations on what you can use the funds for.
        
               | iAMkenough wrote:
               | *hypothetical future funds
        
           | fer wrote:
           | Right because, what does even "buy" mean?
           | 
           | https://thedeepdive.ca/openai-locked-up-40-of-global-ram-
           | wit...
        
           | zozbot234 wrote:
           | So when my coworker tells me he got a "raise", they're not
           | talking about money that will end up in their bank account?
        
             | zzrrt wrote:
             | It's a different definition of the word for one thing, and
             | anyway, unless their compensation is prepaid this would
             | only suggest that "raise" doesn't mean liquid money in an
             | account, because an employee's raise is a promise to pay an
             | amount over the remainder of the year with the stipulation
             | the employee continues at the job.
        
         | pier25 wrote:
         | If OpenAI goes down their investors will lose any chance at
         | getting their money back. They need to keep pretending things
         | are going great for as long as possible.
        
       | victorbuilds wrote:
       | [flagged]
        
         | nenadg wrote:
         | Don't know why so many down votes for something that's clearly
         | just another opinion
        
           | winrid wrote:
           | Probably because it reads a little like an LLM and also has
           | an emdash
        
             | aurareturn wrote:
             | I've seen a lot of anti AI people use ChatGPT to write why
             | AI bubble is about to pop.
             | 
             | Ironic, isn't it?
        
               | toraway wrote:
               | > I ship code every day. I use Claude, I use GPT, I run
               | llama locally.
               | 
               | An "Anti AI" person...
        
         | dang wrote:
         | Please don't post generated text to HN. We ban accounts that
         | keep doing this.
         | 
         | https://news.ycombinator.com/newsguidelines.html#generated
         | 
         | https://news.ycombinator.com/item?id=47340079
        
       | Jaskhy wrote:
       | The title is incorrect. The $122B includes previous _promises_.
       | They raised an additional $12B of _promises_ :
       | 
       | "The round totaled $122 billion of committed capital, up from the
       | $110 billion figure that the company announced in February.
       | SoftBank co-led the round alongside other investors, including
       | Andreessen Horowitz and D. E. Shaw Ventures, OpenAI said."
       | 
       | This IPO, if anyone underwrites it, is going to fleece retail so
       | hard. Better make it a SPAC with the help of Chamath and Cantor &
       | Fitzgerald.
        
       | ds2df wrote:
       | Nah this raise (commitment) is... blah.
       | 
       | Last announcement I reckon pre-IPO and the inevitable collapse.
        
       | MinimalAction wrote:
       | I hate to read this line when academics and graduate students who
       | work in basic and hard sciences have their funding cut. The grand
       | funding that pays minimum wage to grad students is a burden for
       | this society, yet for a company that took all the valuable data
       | from sources that never got credit, raises billions of dollars.
       | Open says the name, but closed it is by operation. Sorry for this
       | rant, but the priorities of this world suck.
        
         | DrewADesign wrote:
         | Or all of the people that they didn't ask, let alone
         | compensate, that made all of the stuff they munged up for
         | training data, so they could sell cheap knockoffs in the same
         | markets.
        
         | danny_codes wrote:
         | We're all feeling it. Unfortunately our country is run by a
         | dude with dementia and a carnival of Fox News hosts.
         | 
         | But I suspect that'll u-turn hard when the economy implodes
        
       | shafyy wrote:
       | Looking forward to the movie about this absolute scammer Sam
       | Altman when this is all said and done.
        
       | BloodyIron wrote:
       | Inflation is a hell of a drug.
        
       | josefritzishere wrote:
       | Thsi is the most blatant pump & dump scam I've ever seen. It's
       | going to crash like a meteor.
        
       | __alexs wrote:
       | I thought they needed $7 trillion or they'd be unable to keep
       | training new models?
        
       | ekropotin wrote:
       | Are we going to see a trillion dollar IPO?
        
       | mrkramer wrote:
       | Good luck competing with Google which has "unlimited" budget.
        
       | mbgerring wrote:
       | Each passing day the lie that markets efficiently allocate
       | capital is further exposed
        
       | jmward01 wrote:
       | There is a lot of talk about the AI bubble. I think there are
       | comparisons to the late 90's/early 00's here with early stars
       | rising quickly but, ultimately, falling. Since essentially
       | everything touches the internet now it is clear that the
       | 'internet bubble' was more of a shakeup of companies than a real
       | over-hype of the internet. That, I think, is at play right now
       | too with the 'AI bubble'. AI isn't going away but some of the
       | early stars may not make it.
       | 
       | So, the real question here is: Is OpenAI Netscape, or are they
       | Google?
        
         | aurareturn wrote:
         | I don't care if OpenAI is Netscape or Google.
         | 
         | What I want to know is are we in 1994 of the AI bubble or 1999?
         | 
         | Because even after the dotcom bubble popped, it was still much
         | better than it was in 1994.
        
           | jmward01 wrote:
           | I think the cycle is way faster than it used to be so even if
           | we are in 1994, the pop is probably pretty close.
        
             | aurareturn wrote:
             | Given that Nvidia's forward earnings in 2026 is 19, which
             | is lower than the average for S&P500, what do you think a
             | "pop" will do to Nvidia stock?
             | 
             | Wallstreet is already pricing Nvidia to have no growth
             | above the average S&P500 company.
             | 
             | More importantly, do you think that a "pop" means supply of
             | compute is suddenly more than demand?
        
               | eiskek wrote:
               | What the heck are you talking about? Nvidia's value of
               | growth assets are already priced in.
               | 
               | You've written so many posts with glaring flaws. Are you
               | trying to come across as smart? Lmao
        
               | aurareturn wrote:
               | Priced in as how?
               | 
               | What are the flaws?
        
         | ex-aws-dude wrote:
         | What is their moat?
         | 
         | It seems like its just consumer name recognition at the moment
        
       | bentt wrote:
       | Intuitively, it just doesn't feel like OpenAI has a trillion
       | dollar moat.
        
         | Gagarin1917 wrote:
         | Alphabet is worth $3.5 Trillion. What's their moat?
        
           | MinimalAction wrote:
           | Much more than Google search. Cloud, Waymo, Verily, Deepmind,
           | stake in Claude. So many bets other than just ads.
        
       | outside1234 wrote:
       | God help us if all of our retirement index funds are forced to
       | buy this bankruptcy bomb.
        
       | TheAlchemist wrote:
       | "Commited capital" - is this the same commited as the $500B for
       | the Stargate project ?
       | 
       | Not gonna lie, I hate those announcements lately. It's full
       | bullshit mode, worse than the Dot-com bubble. Numbers don't make
       | any sense, any more, and yet journalist don't ask any real
       | questions...
        
       | jacquesm wrote:
       | Fortunately, I was afraid that this was another bubble. /s
       | 
       | I wonder what the bet is here, long term that valuation is going
       | to have to go up even further for this investment to make sense
       | so they're clearly betting that at IPO time they'll be able to
       | convincingly demonstrate AGI or something extremely close to it.
       | That's a pretty risky bet, and meanwhile, whatever they come up
       | with will be a commodity within a year. And that's besides OpenAI
       | no longer being seen as the dominant player _or_ the player with
       | the best edge.
        
       | outside1234 wrote:
       | Google is totally going to run this company out of money aren't
       | they?
        
       | whalesalad wrote:
       | This is so bad. OpenAI has already singlehandedly destroyed the
       | global flash memory market with their war chest, this will just
       | give them more power.
        
       | dzonga wrote:
       | does Softbank run of out money i.e announce these deals but never
       | follow up ?
        
       | iheartbiggpus wrote:
       | Would be nice to have this seperated from, i-owe-you, vs actual
       | funding that's liquid!
        
       | rkagerer wrote:
       | Ugh, does this mean I should say goodbye to what little RAM and
       | other hardware remains available on the consumer market?
        
       | ghm2199 wrote:
       | Does anyone know if this, like the spacex/xAI stock -- will list
       | on nasdaq? And will it be part of every market cap weighted index
       | fund like VOO(S&P) etc or just for nasdax-100 etfs?
       | 
       | The exchanges are bending head over heels to accommodate these
       | IPOs[1] and make our retirement index funds the exit-liquidity
       | strategy to the thievery of pump and dump actors that buy it low
       | and then sell high? As i understand the way thievery works is:
       | 
       | 1. List at many multiples of market valuation on an exchange. So
       | if you company is just 10 billion$ nasdaq and theives collude and
       | say "can make it 100 billion..".
       | 
       | 2. Lots of institutional investors and rich billionaires get
       | stock options.
       | 
       | 3. All market weighted index funds -- aka all *your* low expense
       | ratio ETF money -- have to re-balance and buy them, raising their
       | value: the exit-liquidity event
       | 
       | 4. Rich A**** get richer by making an profit by selling higher.
       | 
       | [1] https://www.economist.com/leaders/2026/03/31/index-
       | providers...
        
         | danny_codes wrote:
         | It does seem likely. Iirc SpaceX wants to waive the year long
         | holding period before their stock enters the indexes.
         | 
         | Which to me seems like a very naked attempt at getting 401k to
         | bag hold
        
         | HWR_14 wrote:
         | They are pushing hard to be part of the nasdaq 100. You can
         | shift your retirement funds from the nasdaq to the Dow or s&p
        
       | colwont wrote:
       | This is going to be bad
        
       | shreyssh wrote:
       | $852B and we still don't have an IAM layer for AI agents.
        
       | whatsakandr wrote:
       | I do not understand how these companies can have such high
       | valuations when minimax m2.7 is going to be open weight.
        
       | y1n0 wrote:
       | Pardon my ignorance, but how can a company that spends almost $2
       | for every $1 it brings in be worth anything?
        
       | cat-turner wrote:
       | Standby for tiered information.
       | 
       | Have a question on health symptoms? You must subscribe to openAI
       | health
       | 
       | Have a question on math? You must subscribe to openAI math
       | 
       | The only way they can manage this type of monetization is a lot
       | of compute to process outputs.
        
       | blobbers wrote:
       | I get the appetite for frontier models. But why not just invest
       | in Google. Do they really expect the return profile of OpenAI to
       | be vastly different than Google's Gemini?
        
         | Gagarin1917 wrote:
         | I imagine they get a bigger slice of the pie with OpenAI than
         | they do with Google, an extremely mature company who's had
         | investors buying in for 30 years.
         | 
         | Alphabet's market cap is $3.5 trillion, compared to OpenAI's
         | $850 billion reported here.
        
         | flowerthoughts wrote:
         | Google has little need for more money, so the price will be
         | much higher. OpenAI being a separate entity also means Google's
         | competitors (Microsoft, Amazon) can invest there without
         | looking silly.
        
         | cowl wrote:
         | it's not really investing though. Amazon will provide 50B worth
         | of compute and Nvidia will provide 30B worth of chips etc.
         | Google doesnt need any of those.
         | 
         | The only one that is really investing is SoftBank who is
         | pushing for a faster IPO so they hope to make a profit on that
         | and again Google does not offer that opportunity
        
       | convexly wrote:
       | Feels like the number is more about FOMO than fundamentals at
       | this point.
        
       | nickphx wrote:
       | the hype machine knows no bounds. it should be illegal to publish
       | such farcical claims when they are intended to manipulate
       | markets...
        
       | Aeroi wrote:
       | thats a really large number
        
       | natas wrote:
       | Microsoft will buy OpenAI for $500B, rebrand it as Microsoft AI.
        
         | rhubarbtree wrote:
         | This is where they are headed. But the real price will be a lot
         | less.
        
         | dartharva wrote:
         | With what, Azure credits?
        
       | Jaco07 wrote:
       | With $122 billion at your disposal, what do you plan to build
       | next--spaceships?
        
       | daemin wrote:
       | What if all the people currently using these "AI" services are
       | the entire market for those services? I'm pretty sure everyone
       | that wants to use LLMs is already doing so and already paying for
       | the service.
       | 
       | That would mean the only way to increase growth would be to
       | charge more per token and to get the existing people to use more
       | tokens. Both of which seem to be only what mature companies do
       | when trying to squeeze the cash cow for all it's worth.
       | 
       | It also explains why they're trying to stuff AI into everything,
       | to keep the numbers up, and to get everyone to try and pay them
       | money.
        
         | mxkopy wrote:
         | The market hasn't been built out yet. There's that post from a
         | couple days ago where someone frontloaded the entire UX of an
         | operating system onto an LLM, so you just tell the hardware
         | what you want to do and it does it.
         | https://news.ycombinator.com/item?id=47557165
         | 
         | The growth is there but it's going to be a marathon, not a
         | sprint. I don't know why everyone's in such a goddamn hurry all
         | the time
        
         | natas wrote:
         | Give it a year or two, and apple or any other hardware will
         | have unified memory OR AMD will have a good offering to run all
         | that stuff locally. It won't be as good as Claude, but it'll do
         | for 90% of the things. It will be expensive as first, just like
         | the first mainframes, then give it another 5 years or so, and
         | it'll be affordable.
        
           | citizenpaul wrote:
           | I'd argue this has already happened. The highest end mac pro
           | is $10k and down from there. We might be returning to the
           | appliance business model.
           | 
           | Its just a matter of Productizing the software to plug and
           | play light office admin work.
        
         | michelb wrote:
         | I think there is a massive market in waiting for something that
         | uses a way better UI/UX. I'd say chat is only great for
         | developers/technical people.
        
         | tkgally wrote:
         | When I show people personal projects I've vibe-coded with
         | Claude Code, they often seem impressed and envious. They come
         | up with ideas for things that _they_ would like to do, too. But
         | they have full-time jobs outside of IT, and when I mention they
         | might need to use the terminal to do what I'm doing now their
         | eyes glaze over.
         | 
         | A couple of such people, after they learned about Claude
         | Cowork, signed up for Anthropic subscriptions and are now using
         | it in their jobs. But overall my impression is that there is
         | still huge potential demand from regular people who use
         | computers for agentic systems with less barrier to entry, and
         | that many will be willing to pay for such systems when more
         | mature and user-friendly ones arrive.
        
           | cornholio wrote:
           | On the other hand, the productivity gains from AI automation
           | are so large that you are forced to use it to compete in the
           | workplace, even if you strongly dislike the terminal, you
           | will dislike homelessness more.
        
           | jillesvangurp wrote:
           | Most of humanity hasn't figured out they need to adapt yet.
           | It's a bit like email and the internet in the mid nineties.
           | People had heard about it but hadn't really embraced it yet.
           | Five years later most people with white collar jobs had email
           | addresses. Fifteen years later, billions of internet capable
           | smartphones were in circulation.
           | 
           | The AI revolution is following a similar adoption curve.
           | Right now many of the tools are only really usable if you are
           | a developer or at least not too shy making AI agents use
           | developer tools on your behalf. That's not going to stay like
           | that for very long. It's going to be a messy transition that
           | will likely take much longer than some people seem to think.
           | But eventually most people doing knowledge work will be
           | leaning heavily on all sorts of AI agents to do their thing.
           | And quite a few will have to learn new skills as most of the
           | stuff they still do manually today just goes away as a thing
           | that you do manually.
           | 
           | Like the mid nineties, these are amazing times for people
           | with a slight head start over everybody else. Which is why
           | there is such an investment frenzy around AI right now. Lots
           | of possibilities where lots of money might be made. And lots
           | of things that won't work out. And lots of people really not
           | seeing the forest for the trees as well. And generally
           | behaving like headless chickens. But the internet in the end
           | proved to be not a fad and it didn't all go back to normal
           | after the hype died and the .com bubble burst.
           | 
           | IMHO, the bubble around AI is not so much the technology but
           | things like data center and energy pricing. The cost of data
           | center production is long term a fraction of current cost
           | (dominated by GPUs costing tens of thousands of dollars).
           | Likewise cheap and plentiful energy to power them is going to
           | eventually cost a lot less. Short term scarcity eats up a lot
           | of billions right now. But you'd be mistaken to confuse that
           | for long term structural cost. Cost is going to come down and
           | that will drive adoption. And that's before you consider edge
           | compute on commodity phones and laptops. There will be
           | billions of devices running small AI agents. Add robotics to
           | the mix and it's a whole new world.
           | 
           | In short, companies like OpenAI and Anthropic are valued so
           | high because all of that is happening right now. Yes, it's a
           | bit of a bubble. But stuff will definitely happen.
        
         | quantummagic wrote:
         | > only way to increase growth would be to charge more per token
         | 
         | Or spend less per token (ie. increase profit margin without
         | raising prices).
        
         | maxglute wrote:
         | Think about all the "people" AI services can displace in due
         | time. There's a fuckload of pencil pushers / knowledge workers
         | with 100k student loans whose lifetime contribution can
         | probably be measured in a few hundred dollars in tokens. And
         | TBH normalizing AI crutch for kids is going to make large % of
         | future cohorts even more replaceable. Skill atrophy among youth
         | is declining hard, but AI is basically crippling future
         | workforce quality to make their displacement even easier.
         | There's even less reason to hire entry level in 4 years not
         | just because models get better but human capita is going to be
         | so much worse.
        
       | camillomiller wrote:
       | Almost a trillion for a company that hasn't proved it can reach
       | any form of profitability, all on the promise of an elusive
       | messianic concept of machine superintelligence through
       | probabilistic algorithms. Basically like praying cancer away.
       | Peak magical thinking, peak America.
        
       | tsoukase wrote:
       | Fortunately, OpenAI's naming didn't cause a wave of greedy and
       | predatory new companies, like OpenHealth, OpenEnergy,
       | OpenCompute. The non-sexy name of their product using the
       | originating algorithm (GPT) is punishing them. It could be
       | anything else more attractive that would bring more customers.
       | Because, for me, a good, inspiratory, engaging name is half the
       | success.
        
         | slashdave wrote:
         | https://www.opencompute.org
        
       | _HMCB_ wrote:
       | Amazing. Reporting two mercurial numbers as if they were
       | cornerstones.
        
       | Chyzwar wrote:
       | This leak and looking into source code gave me an impulse to try
       | OpenCode with codex models. I am very impressed with how well it
       | works, and the UI is beautiful.
        
       | ilaksh wrote:
       | What will happen first? The Singularity arrives, and hyper-
       | intelligent AI causes such rapid technological change that the
       | world becomes unrecognizable overnight?
       | 
       | Or OpenAI pays off it's investors? Lol.
       | 
       | I am not sure if I believe in the Singularity or not. But it's
       | kind of the best story ever to support the game of musical chairs
       | that is Silicon Valley investing.
        
       | jongjong wrote:
       | People won't be able to afford to leave their beds because food
       | prices will be too high to justify the energy cost of standing
       | up.
       | 
       | Every joule of human energy is energy that could have been better
       | spent to produce AI slop for other AI agents to consume.
        
       | iririririr wrote:
       | the _only_ lesson the common man should take from these
       | valuations: start to protest against AI conpanies being included
       | in the sp500!
       | 
       | unless you're a private investors in these preIPO, the whole plan
       | is to get big enough, get forced entry into indexes, and leave
       | early with everyone else holding the bag.
        
       | motbus3 wrote:
       | I lost track when business analysts stopped analysing CEO-level
       | commitments and outputs and performance. right now, it seems that
       | whatever promise is taken as certain and company puffery (using
       | the language invented by themselves) is taken lightly to tricky
       | investor in throwing money.
       | 
       | the whole thing did not yet crash because it seems they can still
       | promise even more without actually delivering definite results
        
       | lazyguythugman wrote:
       | I still don't get how a non profit can become a for profit entity
       | on a whim.
        
       | interludead wrote:
       | "Not yet profitable" doing a lot of heavy lifting here for an
       | 852B valuation
        
       | spicymaki wrote:
       | LLMs are definitely a game changing technology, but there is just
       | so much fake money in the market right now (circular deals, paper
       | valuations, etc.) that I cannot take this seriously. At some
       | point the musical chairs will stop and we will all be saying how
       | could we let this happen? Where are the regulators (rhetorical
       | question)?
        
         | limaoscarjuliet wrote:
         | As with every bubble, we, the people, will pay for it. There
         | will be recession, inflation and general "one step back" to
         | hopefully move "two steps forward" one day in the future.
        
           | apparent wrote:
           | I think AI will actually produce price deflation in some
           | areas. There could be inflation based on mechanisms you
           | describe, but it's obviously making it cheaper to make some
           | products/services.
        
       | 1970-01-01 wrote:
       | You do know that not all of these AI companies can become be
       | trillion dollar companies, right? Easy come, easy go has no
       | limit.
        
       | sharadov wrote:
       | I can understand why Amazon, MS and Nvidia invested - nefarious
       | circular deals, but Softbank? I mean who the heck is giving
       | Masayoshi Son money to invest? Behooves me!
        
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