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_fat_santa 9 hours ago

IMO this looks largely like another circular investment. Amazon's investment is tied to OpenAI using AWS for their Frontier product and I assume Nvidia's conditions are that OpenAI continue buying hardware from them. Then there's SoftBank though given that those are the same guys that invested heavily in WeWork, I assume this is just very brash bullishness on their part.

From my perspective, I hope that OpenAI survives and can pull of their IPO but I just have that nagging feeling in my gut that their IPO will be rejected in much the same way that the WeWork IPO was rejected.

On the one hand you can look at these companies investing and take it as a signal that there is something there (in OpenAI) that's worth investing in. On the other hand all these companies that are investing are basically getting that investment back through spending commitments and such and are just using OpenAI as a proxy for what is essentially buying more revenue for themselves.

When their IPO hits later this year I hope that it's the former case and there's actually some good underlying fundamentals to invest in. But based on everything I've read, my gut is telling me they will eventually implode under the weight of their business model and spending commitments.

mizzao 3 hours ago | parent | next [-]

This piece that was on HN yesterday corroborates your gut: https://www.ben-evans.com/benedictevans/2026/2/19/how-will-o...

max51 4 hours ago | parent | prev | next [-]

The "circular investment" is mostly start up companies using their stocks instead of cash to pay for server hardware and cloud computing. There is a few extra steps in between that make things look weird and convoluted, but the end results is really just big companies giving hardware and getting shares of ai companies in exchange for it.

dangus 3 hours ago | parent | next [-]

I think you’re just describing how it’s circular.

It’s like Toys R Us not having enough money to pay Mattel for Barbie dolls and telling Mattel they can have partial ownership of the company if they just supply them with some more toys.

But the problem is that Toys R Us is spending $15, 20, or maybe even $50 (who knows?) to sell a $10 toy.

Toys R Us continues selling toys faster and faster despite a lack of profit, making Mattel even more dependent on Toys R Us as a customer. It blows up the bubble where a more natural course of action would be for Toys R Us to go bankrupt or scale back ambitions earlier.

Because it’s circular like this, it lends toward bigger crashing and burning. If OpenAI fails, all these investors that are deeply integrated into their supply chains lose both their investment and customer.

SV_BubbleTime 3 hours ago | parent [-]

OK, so absolutely good faith here what is the end game?

Obviously, there’s a scenario of super power AI and then it’s a matter of continuing course. Electricity and silicon.

What if you are right, and the scaling doesn’t work. It is too much power, time, hardware to improve… does openAI fold?

Do they just actual use the models they have?

Does everyone just decide that AI didn’t work and go back 5 years like it didn’t happen?

Does the price change so that they have to be profitable making AI services expensive and rare instead of today where they are everywhere pointlessly?

Or does this insane valuation only make sense with information you don’t have like insider scaling or efficiency news?

Does China’s strategy of undercutting US value of models pay off bigly?

Flatterer3544 3 hours ago | parent | next [-]

Why so extreme, most likely just AI winter for a while, then when tech and societies has caught up, the advancements begins again.

It is not like we threw away the dotcom advances, they were just put on hold for a while..

underlipton an hour ago | parent | prev [-]

The people running these companies have a perverse incentive to keep the ball rolling as long as possible so that they can extricate as much personal wealth and influence as possible. Maybe AGI makes all the problems go away. But, failing that, they get out relatively scot-free when it all collapses. And they don't owe anything to the public. And no one is going to bring them up on fraud charges or any other kind of criminal charges. So, while the world is burning around them (including their former companies), they have the money and connections to acquire property and businesses that are actually productive. It's the Russian oligarch playbook. They're the kings of a struggling society on the brink of failure, but they heard "kings" and said, "Let's go."

lysace 2 hours ago | parent | prev | next [-]

Cisco did this in 1999. That's how my smallish apartment building in Sweden ended up with a kick-ass Cisco 10 Gbps switch in its basement a year later - when these cost real money.

I think the HOA still only pays like $10/month/apartment for an entry level that's now defined as 250/250 Mbit/s. Someone must have been unusually savvy with the contracts.

https://newsroom.cisco.com/c/r/newsroom/en/us/a/y1999/m11/ci...

Cisco survived but it took them until late last year to recover their 1999 stock value (that's 26 years).

dfp33 3 hours ago | parent | prev [-]

Nope wrong framing.

Nvidia is investing assets into OAI - it has to. Because OAI needs to become successful for Nvidia's story in the long-term to play out, to justify its current stock price.

trvz an hour ago | parent | next [-]

Nvidia just needs the winner to be an Nvidia customer. OpenAI is replacable.

moregrist 44 minutes ago | parent | next [-]

If OpenAI folded, you’d have the one LLM company that consumers know suddenly gone. Which seems like the opposite of an AI success story.

People will start looking at valuations more carefully. Investors will get jittery. Spending on GPUs will drop, as will NVidia’s stock price.

I’m not sure that NVidia views OpenAI as replaceable.

7speter an hour ago | parent | prev [-]

Customers comparable to openai are trending towards designing and/or using their own silicon, though.

malfist 3 hours ago | parent | prev [-]

You say calling it circular is wrong framing and the immediately proceeded to describe a circle.

bandrami 4 hours ago | parent | prev | next [-]

It's not "continue" buying as much as this is NVIDIA fronting the money for (most of) the hardware OpenAI has already ordered from them. It's like borrowing rent money from your drug dealer.

nelsonic 4 hours ago | parent | next [-]

Great analogy. ;-)

Doubt Jensen sees himself as a “dealer” but considering the vendor lock-in and margins, he pretty much is the Tony Montana of Ai Chips.

It’s nuts that this type of financing is legal.

coliveira 4 hours ago | parent | next [-]

It's like credit cards loaning money to people who are unemployed and will default on payments. It's a risky business that is legal and can be very profitable, but may also be disastrous in the future.

kace91 2 hours ago | parent | prev | next [-]

>It’s nuts that this type of financing is legal.

You need people to burn in house fires for regulation to require extinguishers.

We're going to be the next generation’s cautionary tale.

nradov 3 hours ago | parent | prev | next [-]

I don't see the problem as long as materially significant transactions by publicly traded companies are properly disclosed to investors. If someone loses money by buying NVDA then they have only themselves to blame.

Aperocky 4 hours ago | parent | prev [-]

It is legal because Jensen isn't selling drugs, payday loans are legal too!

lotsofpulp 4 hours ago | parent [-]

It’s legal because both sides have armies of lawyers and are voluntarily entering into contracts where each party gets consideration.

How someone can compare the above situation to a person getting a payday loan to put a roof over their head or food on their plate is beyond me.

The “it’s like <insert wild and inappropriate analogy to stoke emotion>” is a tired trope.

kristjansson 4 hours ago | parent | prev [-]

Conversely it’s equity for an in-kind investment. Dave Choe taking the Facebook shares writ large.

ChadNauseam 4 hours ago | parent | prev | next [-]

> On the one hand you can look at these companies investing and take it as a signal that there is something there (in OpenAI) that's worth investing in. On the other hand all these companies that are investing are basically getting that investment back through spending commitments and such and are just using OpenAI as a proxy for what is essentially buying more revenue for themselves.

I don't understand how this is some kind of cheat code. Let's say I give you $100 on the condition that you buy $100 worth of product from me. And let's say that product cost me $80 to produce. Isn't that basically the same as me giving you $80? I don't see at all how that's me "basically getting that investment back".

bradfa 4 hours ago | parent | next [-]

I give you $100 cash and you give me $100 worth of stock in return. Now you give me $100 cash to buy something from me that cost me $80 to produce. I end up with $100 worth of stock in your company which cost me only $80. No?

NVIDIA gross margins lately are like 75%, so it's more like you give me $100 to buy something from me that cost me $25 to produce, hence I end up with $100 worth of stock in your company and it only cost me $25.

Rury 10 minutes ago | parent | next [-]

In that case, you spent $80 to produce an item and exchanged it for $100 worth of their stock.

Now if you check, these companies selling their stock like this tend to have large amounts of debt. If their stock becomes worthless, you just wasted $80 producing an item that their creditors have first dibs on. And liquidating your shares immediately to ensure your gain, would weigh on their stock's value, potentially to the point where their stock would be only $80 worth, and you wouldn't be gaining anything anymore. Your earnings would then tank, alongside them.

ethbr1 3 hours ago | parent | prev | next [-]

> hence I end up with $100 worth of stock in your company and it only cost me $25.

You also lost out on $75 worth of cash revenue (opportunity cost from selling the same thing to a different customer), so really you just took stock in lieu of cash.

It'd be different if Nvidia (TSMC) had excess production capacity, but afaik they're capped out.

So it's really just whether they'd be selling them to OpenAI and getting equity in return or selling to customers and getting cash in return.

If OpenAI thinks their own stock is valued above fundamentals, it's a no brainer to try and buy Nvidia hardware with stock.

ben_w 4 hours ago | parent | prev | next [-]

> I give you $100 cash and you give me $100 worth of stock in return. Now you give me $100 cash to buy something from me that cost me $80 to produce. I end up with $100 worth of stock in your company which cost me only $80. No?

Sure, but how's that a cheat code? If you normally sell something for $100 that costs $80 to make, and then use that $100 revenue to buy $100 of stock, this is an identical outcome for you.

danielheath 4 hours ago | parent [-]

They wouldn’t have bought $100 worth of product if the deal weren’t offered, because they didn’t have $100 to spend.

ben_w 4 hours ago | parent [-]

If they couldn't borrow $100, or get $100 from any other investor, that just puts you in the position of being an investor, and even then the difference between bradfa's version and mine is simply when you became an investor, not that you became one.

Again, this is not a cheat code: if you sell $80 of cost for $100 of stock, the stock you now own can go up or down, and if you overvalued it then down is the more likely direction.

ethbr1 3 hours ago | parent [-]

The primary cheat code here would actually seem to be (a) getting preferential access to Nvidia's production through these deals and (b) creating a paper story of increasing OpenAI private valuation.

Sleaker 4 hours ago | parent | prev [-]

Aaaannd get to claim the 100 as revenue to show investors that the company is performing better than if I had not made the deal, which also means that demand for the product stays inflated which also means I can keep my margins higher by not needing to discount my product.

rvnx 3 hours ago | parent [-]

Urgently need an IPO so losers can chip in. If the sandcastle plummets before, funds and other AI companies lose a lot, so better bet again and again, even if this is nonsensical.

overfeed 4 hours ago | parent | prev | next [-]

> Isn't that basically the same as me giving you $80?

In your accounting, you can claim that you have an investment worth $100 and book $100 worth of revenue. You're juicing your sales numbers to impress shareholders - presumably, without your $100, the investee wouldn't have bought $100 worth of your product. The last thing your shareholders want to see are your sales numbers stop growing, or heaven forbid, start shrinking.

Nvidia is not the first company to "buy" sales of its own product via simple or convoluted incentive schemes. The scheme will work for a while until it doesn't.

tsimionescu 3 hours ago | parent | prev | next [-]

The problem is here:

> Let's say I give you $100 on the condition that you buy $100 worth of product from me. And let's say that product cost me $80 to produce. Isn't that basically the same as me giving you $80?

Why limit myself to $100 for a product that costs $80? I could just as well give you $1 000 000 to buy this same product from me. That way, I have a $1 000 000 share of your company, and I have $1 000 000 in revenue, and it only cost me $80.

This distorts the market for the product we're trading, and distorts the share price for both my company and yours.

hirako2000 4 hours ago | parent | prev | next [-]

That's like giving them* $20.

And inflate your revenue by $80.

Laws on competition make this kind of arrangements illegal, so you would have to exerce influence and have the invested in company pretends you happen to have been picked among competitors.

In any case the SEC will be focused on whether the filings aren't made up to fraud investors, so they could reject the IPO, of the invested in company. Your own entity also is at risk.

We all know MS gets away with it, they have good legal goons who find way to make all of it appears fair with regards to the law.

rafaelmn 4 hours ago | parent | prev | next [-]

In exchange for 100$ of your stock AND making your revenue numbers look insane for the next cycle ?

Also Nvidia margins are waaay higher than 20%

_fat_santa 4 hours ago | parent | prev | next [-]

How I see it is the companies want to jack their revenue and in turn jack the price of their stock and please shareholders. Those are the two main goals which this accomplishes, regardless of the underlying fundamentals.

Alex3917 4 hours ago | parent | prev | next [-]

For both Amazon and Nvidia, their marginal costs are probably much lower than their fixed costs.

coliveira 4 hours ago | parent | prev | next [-]

The reason this doesn't make sense is that this is the math of monopoly creation! The government should be making sure companies don't go around throwing money at circular deals that will make them and their friends a fortune while cornering the market, but it seems that capitalism rules don't exist anymore in the US.

skydhash 4 hours ago | parent | prev | next [-]

I'm not a finance expert, but it may be because investment and purchase are are taxed differently (I don't know). You gave $100 away as investments, got $100 back as revenue. Meanwhile you establish that your product are worth $100 (while costing $80) and you have $100 worth of shares. Without considering side effects, you gave away $80 worth of product for $100 (supposed) worth of shares. But shares are subject to side effects and those side effects can be quite nice (making the news, establishing price,...).

The issue is that there's no organic force behind those changes and it makes everything hollow. You could create a market inside a deserted area and make it appear like a metropolis.

SecretDreams 4 hours ago | parent | prev [-]

> I don't understand how this is some kind of cheat code. Let's say I give you $100 on the condition that you buy $100 worth of product from me. And let's say that product cost me $80 to produce. Isn't that basically the same as me giving you $80? I don't see at all how that's me "basically getting that investment back".

What if the product only costs you $20 to produce?

loeber 3 hours ago | parent | prev | next [-]

Comparing OpenAI and WeWork is a nonsensical perspective. OpenAI is shipping the most revolutionary product in a generation, with 800 million monthly active users. It's the fastest revenue ramp ever, at incredible scale -- $20B+ ARR. These are real fundamentals. They matter. And the cost of inference is coming down all the time.

WeWork was a short-term/long-term lease arbitrage business. The two are nothing alike.

rvnx 3 hours ago | parent | next [-]

They had a first-mover advantage for sure.

It used to be revolutionary, but now there is a huge difference: plenty of competition, and a growing number of high-quality models that can run offline (for free!) or cheaper (Gemini-Flash for example).

They are in some way the Nokia of AI, "we have the distribution, product will sell", but this is not enough if innovation is weak.

They are even lagging behind (GPT-5 is a weaker coder than Claude, Sora is a toy compared to Seedance 2.0, etc).

One Apple releases the AIPhone, running offline models, with 32 GB of unified memory, with optional cloud requests, then it's going to be super though for OpenAI.

7speter 41 minutes ago | parent [-]

Local ai is cool and all but the models that run on typical consumer hardware doesn’t really compare to the breadth of information available by the likes of chatGPT, lets be real.

DauntingPear7 3 hours ago | parent | prev | next [-]

How will they make money on their product exactly? To the tune of being worth nearly a trillion dollars? There is no guarantee that inference will go down, we’ve seen some improvement with cheap models, but they aren’t what people want, and otherwise models stay expensive to run and use

babelfish 3 hours ago | parent [-]

Inference is already profitable (training is not)

nradov 3 hours ago | parent | next [-]

So what. In a highly competitive industry they can't keep selling inference unless they continually train better models. It's like saying my airline is profitable if you don't count the cost of buying new airplanes.

stingraycharles a minute ago | parent [-]

This is a completely new market and players are currently burning money in order to capture market share. The money will stop flowing in at some point, but until then, you can’t compare it to an industry like aviation which is extremely mature and heavily optimized.

zippothrowaway 3 hours ago | parent | prev [-]

[citation needed]

OpenAI have made this claim and maybe it is with API pay-per-use (there's also good evidence eveb that is not if you dive into how much a rack of B200s cost to operate), but I'd be very sceptical that the free, $20 or $200 a month plans are profitable.

Then the questions are if the market will bear the real cost and if so how competitive OpenAI are with Google when Google can do what Microsoft did to Netscape and subsidize inference for far longer than OpenAI can.

dfp33 3 hours ago | parent | prev | next [-]

The only reason to draw this comparison is to show SoftBank are not as competent as they'd like to appear to be - so putting their name in relation to investors of OAI does not strengthen the prospects we should share re. OAI.

mountainriver 3 hours ago | parent | prev | next [-]

It’s one of the worst takes I’ve heard. OpenAI creates the fastest growing app ever, spawns a revolution bigger than the internet, and this guys take is they are like WeWork…

yibg 3 hours ago | parent | next [-]

Both can be true. Just because you've created a revolutionary product doesn't mean it's a viable business, let alone one worth $700+ billion. There is a lot of history of the first movers that created revolutionary products that eventually faded away into nothing, while others capitalized on the innovation.

runlaszlorun 40 minutes ago | parent [-]

> There is a lot of history of the first movers that created revolutionary products that eventually faded away into nothing, while others capitalized on the innovation.

I'd say most first movers fade away. Microsoft wasn't the first OS, Google wasn't the first search engine, Facebook wasn't the first social network... etc... etc... etc...

hk__2 3 hours ago | parent | prev [-]

Being the first doesn’t mean you’ll win. They have no product, only a commodity that you can find at other companies or even for free (DeepSeek).

rvnx 3 hours ago | parent [-]

They have a product but it’s a commodity now.

They are in the business of selling compute / datacenter rack spaces. A server where you pay per GBs transferred in/out.

If it’s Gemini or GPT behind, for most use cases users wouldn’t care.

engineer_22 3 hours ago | parent | prev [-]

Will they maintain an edge over other AI companies long term? With so many market participants will it become a race to the bottom?

This valuation puts their P/E around 40.

Anthropic $380B valuation on $13B ARR. P/E around 30.

5 years ago Uber was in similar territory. Tesla... Well we won't mention Tesla.

Nevermark 2 hours ago | parent | prev | next [-]

Circular investing can be a smoke screen.

But it can also simply be the financial framing for direct bartering. Which is even more direct than regular financial transactions.

"I will provide these resources you need, in exchange for part ownership", and/or "a limited license to your tech", "right to provide access to our customers on these terms", Etc."

Amazon doesn't need any frothy fake revenue. But they do want to offer their customers the most in demand models, with the best financial terms for Amazon.

Nvidia wants customers, but not at the expense of throwing money away. Their market cap may be volatile, but their books are beyond solid.

I would be a lot more concerned if OpenAI was getting "funding" from a quantum computer startup, and vice versa.

johnbarron 4 hours ago | parent | prev | next [-]

Nvidia sells the picks, AWS rents the mine, OpenAI digs, and the money just loops around the table...

system2 4 hours ago | parent | prev [-]

I am expecting OpenAI stock to be the most volatile in history. The first 3-6 months will be fun.

leonflexo 4 hours ago | parent [-]

How far the volatility ripples out will give us a real look into just how self-reinforced the financials truly are.