Banks are now trying to offload the AI data center debt they just underwrote (startupfortune.com)
218 points by smartmic 4 hours ago
chollida1 2 hours ago
To be fair to banks this is what they do with almost all debt their underwrite.
They hold it to help stabilize the market for it while its being sold and then offload it once the market has been established.
Nothing out of hte ordinary here, but to be fair the original article isnt' a financial site so they would have no real idea about how this work behind the scenes.
This doesn't seem like a story at all given how robust this debt is trading.
zer00eyz 27 minutes ago
> This doesn't seem like a story at all given how robust this debt is trading.
FTA: That is exactly why CoreWeave-leased paper prices at 7.00% to 9.875%, against the 5.70% to 7.875% that hyperscaler-leased bonds command, per bond market data compiled by CCIR.
Just so were clear: Core weave paid Micron and NVIDA 80 percent margins to buy equipment at a 9 percent lending rate so it can sell it to providers who are subsidizing tokens at 20x their own API prices (that are likely also subsidized).
Could it all work out? It could. But it does not look like there is the financing to keep building - thats going to impact prices and the moment that happens this debt looks even more risky.
dayyan 2 hours ago
My mortgage has been sold almost a half dozen times already.
alexpotato 25 minutes ago
My favorite was the following:
- I still have a mortgage on a property but don't live there so the mortgage bill gets sent to a different address (b/c rental property)
- Company A originated the mortgage and sells it to Company B
- Company B completely ignores the mailing address and starts sending bills to the original property address
- only through blind luck did I realize that the mortgage bill was being unpaid
This seems like basic, basic bookkeeping but I guess it's also a reminder that "reality has more detail than people realize" and that there are plenty of opportunities for improving systems.
dreamcompiler 4 minutes ago
mikepurvis 2 hours ago
Is there a way that you can track this yourself? I've had three different mortgages [1] in my lifetime and as far as I know it was all completely opaque who/what was ultimately holding the underlying debt.
[1]: First was a decade ago with RMG (a Canadian monoline lender) and the other two with Scotia, the first of which was a fixed mortgage at purchase, and the second was a refinancing.
AnimalMuppet 2 hours ago
pc86 2 hours ago
hdgvhicv 2 hours ago
After being chopped up and bundled with safe loans being mixed with non safe loans so nobody has any idea what’s being bought.
Where have I heard this before.
pwarner 2 hours ago
chollida1 an hour ago
> My mortgage has been sold almost a half dozen times already.
Sure that could be true, but that has nothing to do with the public debt we're talking about.
Completely different markets.
That's like me saying the condo Market in Miami is hot and you rebutting that single family homes in HOA's in Phoenix are not hot right now.
Both can be true at the same time as they are completely different market that are only very tangentially relate.
topspin an hour ago
> This doesn't seem like a story at all given how robust this debt is trading.
That directly contradicts specific points made in the story, about specific Tier 1 banks and specific amounts of debt not finding buyers. And the amount cited isn't all that great, given the overall equity in play.
> Nothing out of hte[sic] ordinary here
Matthew Moniot, Man Group: "the deal sizes involved are 'out of scale to anything we've thought about, ever.'"
Hard to compare your model with his, since he doesn't have one. When quotes from named credit risk guys from named finance organizations sound like angsty Gen Z, it's not ordinary.
In any case, the story is covering something significant. There is an important test occurring, and we're all going to learn the results, sooner or later. It could all turn out fine, but I don't know. I don't believe you really know either.
chollida1 an hour ago
Well I'd agree the size of these deals are far larger than any debt deals I can remember in the past 10 years.
But that has nothing to do with the scare tactic headline that says banks are trying tot offload debt. As I said this is exactly how banks work and how they treat all debt they underwrite.
lewdwig 2 hours ago
Isn’t this a perfectly normal thing banks do with all large debt? Any bank underwriting any $40b loan was always going to syndicate it.
Not to do so would be reckless.
What is unusual about this is that syndications usually clear in a few weeks but this has been stuck in distribution for six months and still not closed.
Loquebantur 2 hours ago
> Matthew Moniot, co-head of credit risk sharing at Man Group, told the Financial Times the deal sizes involved are "out of scale to anything we've thought about, ever."
gruez 2 hours ago
Isn't that just because corporate bond issuance is at a all time high?
https://www.economist.com/content-assets/images/20260711_EPC...
Which of course is a valid point to raise, but you should just say "corporate bond issuance is at a all time high", rather than some clickbait headline about how "Banks are now trying to offload the AI data center debt" and it's "out of scale to anything we've thought about, ever."
dofm 2 hours ago
dofm 2 hours ago
What is unusual about this is not that it is a single debt of that size but that it is Oracle that is the poor quality indicator.
And it's just one of them: they know that there is about three trillion dollars of this risky shit out there either in the hyperscaler/FAANG balance sheets or off the books and others are reaching the limits of their appetites for it, so they are going to struggle to sell this particular debt, and meanwhile Oracle's position gets worse every day.
We are getting a lot closer to the Margin Call crisis meeting moment where one bank decides it cannot assess the risk of their share of it, are we not?
But this time it is happening in a world where retail investors, lawyers, government officials, elected representatives are much more likely to have seen Margin Call and The Big Short.
coredog64 9 minutes ago
The trigger in Margin Call was not that they could not assess the risk, it was that they were improperly assessing the risk, had taken too much risk onboard, and the downside of the risk was more than the value of the firm.
cmiles8 2 hours ago
Yes this is basically the Margin Call situation.
Everyone knows these loans are dogshit but if anyone moves first to say so then everyone else’s loans basically are screwed too. So everyone is incentivized to pretend like there’s no problem even though everyone knows there’s a problem.
rhdunn 2 hours ago
Listening to Ed Zitron on various podcasts, there are several issues with Oracle stocks:
1. they are one place above junk;
2. they are being treated as effectively junk;
3. if they get classified as junk, any pension portfolios holding Oracle stock must sell as they can't hold junk stocks.
If that happens then there will be a cascade of effects. Not just in the AI/datacentre sector but elsewhere, as Larry Ellison holds a stake in Paramount/helped finance the Paramount/WB merger.
[1] https://www.youtube.com/watch?v=rHaPfdnRoZ4 -- Mostly Economics Podcast #55: Who pays when the AI bubble bursts with Ed Zitron (12:36 - 23:53)
dofm 2 hours ago
gruez 2 hours ago
CamperBob2 35 minutes ago
quickthrowman 16 minutes ago
VirusNewbie 2 hours ago
But if Oracle crashes and burns, is that going to tank the whole industry, or is it more likely that the bigger players just eat it up and take its customer?
dofm 2 hours ago
2OEH8eoCRo0 2 hours ago
I'm confused. Why would you offload it if you thought it was a good investment?
NikolaNovak 2 hours ago
Massively not an expert, but at that level, things are not a binary "good/bad investment". Financial institutions have policies regarding finely sliced debt types, ratios, risks, lengths, sectors, etc.
I personally think it's all hugely overcomplicating things but that's the way modern world works.
(until it every now and then, on regular intervals, doesn't:)
NoboruWataya an hour ago
The short answer is to free up money to make other investments.
The longer answer is that banks generally have policies about how concentrated they can be in individual borrowers, industry sectors, geographies, etc. That is why you rarely see a single bank take all of a very large corporate loan. They syndicate it out.
killingtime74 2 hours ago
They make money as middlemen, not the ultimate holders of debt.
baq 44 minutes ago
Banks like good investments, but they like being paid fees more
michaeljx 3 hours ago
I saw an article a couple of days ago on one of the popular sites (ft or Bloomberg or something), about how now is a great opportunity to purchase private company credit. Guess this is the submarine https://paulgraham.com/submarine.html
chollida1 2 hours ago
Private credit is far different than the debt of a public ally traded company. It is far riskier as those companies can't easily tap the credit or equity markets for new money if they get into trouble the way a public company can.
But the debt we are talking about is not Private credit debt, its completely different animal with far different risk characteristics
michaeljx 2 hours ago
Found it: head of JP Morgan asset management calling "once in a lifetime opportunity to invest in high quality company debt" https://www.cnbc.com/2026/10/10/jpmorgan-sees-once-in-a-gene...
chollida1 2 hours ago
KaiserPro an hour ago
The problem with private credit is that most of the valuations are not publicly tested.
what do I mean by that? oracle is publicly traded, which means they (should) report profit loss and other key metrics in a standardised way. This means that one company's metrics should be comparable to others. Their value is assessed by the second on a public market. This means that anything that affects thier value (real or imagined) is reflected almost instantly. (same goes for debt)
Private credit, and the stuff its invested in, is much murkier. THey do not have the same public reporting rules. There is no testing of value. Its in the interest of the owner of that debt to talk up the value of the assets they hold.
This means that a fund might invest in 10 companies. Those companies might be doing well, or they might not. Because information is limited, and there are no public trades, the value of those companies are only ever tested at sale, or in a crisis. (ie they fold, or do something so public that they can't avoid the consequences.)
THe problem then is that because information is limited (was it a one off, did the owner hide the problem, did they use the wrong investment strategey, is the rest of the portfolio also over valued by 10x?) causes people to panic, and withdraw money.
Because private credit is not that liquid, it means that if people withdraw too much money, they either have to say "no we have no free cash" (lehman brothers insolvancy), they have to take out bridging loans (expensive and very short term) or sell assets (fire sales rarely get good value and shrink the credit supply)
All of which causes a panic, and people look at places like softbank, see the leverage and think "oh fuck thats not worth anything" and the bubble pops.
chollida1 an hour ago
KaiserPro an hour ago
smallmancontrov 2 hours ago
Hah, this is remarkably short turnaround. The OBBB only lifted the ESLR on April 1!
Terr_ 2 hours ago
Had temporary acronym overload, unpacking for anyone else:
There was a cringe-named Republican bill from the beginning of Trump's term, it somehow(?) relaxed the Enhanced Supplementary Leverage Ratio, and the eSLR is one of several related rules on very big banks that deter them taking on "too much" risk.
TZubiri 36 minutes ago
Wow, 2 lines in and I realize I already read this article waaay back, before I even knew what a startup was, much less who paul graham was.
The world is a napkin
atlimar 3 hours ago
thank you for this link, all these years on the internet and I had not come across it
plouffy 3 hours ago
This is just what banks do O_o underwrite loans, then collateralize (i.e. bundle) to people who want the risk.
ceejayoz 3 hours ago
> This is just what banks do…
Sure. Sometimes they cause global financial crises as part of that process.
bushido 2 hours ago
Yes, and sometimes they turn Tulips[0] into value stores. Or GPUs for that matter[1].
[0] https://en.wikipedia.org/wiki/Tulip_mania [1] https://nvidianews.nvidia.com/news/nvidia-partners-with-apol...
KaiserPro an hour ago
No but like this is how money supply works.
Loans are sold off, which means that they can raise more money to make loans. Each time you do that, you create more money out of thin air, which is profit.
The problem is, it only works if everyone believes.
THe problem with 2008 is that people stopped believing and demanded banks settle immediately. which then meant that they needed to raise cash, which meant looking at their assets, which meant looking at the risks of those assets, and then it went to shit.
sethops1 9 minutes ago
parineum 3 hours ago
You might as well say that banks giving mortgages caused that. Sure it happened as part of the process but that wasn't the thing that caused the problem.
ceejayoz 3 hours ago
Gibbon1 3 hours ago
yxhuvud 3 hours ago
I reacted the same. What could be a bad sign though is if they try to sell it and they dont get what they want.
nick486 2 hours ago
yeah, either they discount it enough to look worthwhile to someone, or they keep it and take the risk. Risk assessments are inherently subjective, so both parties can think they're making a deal.
>We lent £1,000 to John Sozzleby at 10%. We quantify the risk level as “iffy”, which is 42.6 qualm points above "dodgy". and are willing to sell you the debt for £700. its a great deal!
bubbluppugus 3 hours ago
This is what a lot of, if not all, IPOs are for too.
Lots of names to obfuscate the same financial yada yada.
glaucon 2 hours ago
|This is just what banks do O_o underwrite loans, then collateralize (i.e. bundle) to people who want the risk.
... and from the linked piece ...
| Banks do not sell down debt they are confident in
... I have no claim to expertise but both of these can't be true.
I wouldn't worry about it anyway, you can be sure when the day comes "they'll be to big to fail".
NoboruWataya 29 minutes ago
The next sentence in that article is:
> They sell down debt when they are worried about concentration, which is exactly what "approaching internal limits" means in plain English: too much of this bank's balance sheet is now one bet on one sector holding up.
Which is correct, but kind of weird because being confident in a credit and being worried about concentration are not really mutually exclusive things. You can be pretty confident in an investment but not want it to constitute a majority of your portfolio. (Bankers know that even very strong credits are never 100% guaranteed to pay out.)
Let's say I offered you the chance to pay $100 to get $120 back if at least one coin toss in five came up heads. That's a pretty good bet, right? But would you bet your house on it?
jfsynfyjbdf 3 hours ago
yes just like mortgage backed securities in 2007
chihuahua 3 hours ago
Next thing you know, they're going to take the money in your savings account lend it out to anyone who asks for a loan!
/s
0xWTF 41 minutes ago
With bad dentists (1) and bad debt underwriters on the HN front page, I love that subjective diagnosis remains challenging and topical.
cromka 3 hours ago
So, is this the type of signs we should be on the lookout anticipating an impending implosion?
UncleOxidant 3 hours ago
I remember in Summer 2007 feeling that there was an impending implosion coming based on the shady practice of using 2nd mortgages as downpayments - it had become a common practice. Started doing a bit of shorting (not too much), made a little, lost a little and then sort of lost interest in doing it just about the time things fell apart in '08. All that to say that these things can take a lot longer than you'd expect. You can look at the situation (like the circular funding as well as this article) and decide that yes it's not sustainable. But it can sustain longer than you expect.
cromka 3 hours ago
Oh, I am well aware it's hard to time it. But still getting a general sense of the impending crash can help preparing in different ways. You can park part of your assets, not completely withdraw. Or pay extra for piece of mind by hedging them. Sure, it will cost, maybe won't be needed at all, or still misfired, but I'll sleep better with less anxiety, so that's still a win in my book...
dofm 25 minutes ago
Yeah. The thing is, we were being told that was a problem in late 2004 (this is when Max Keiser was writing and talking about the risks to Fannie Mae and Freddie Mac; he and others saying this were written off as cranks, even though they laid out a pretty solid scenario that came substantially true.)
So yes, Oracle is likely a canary in the coal mine.
It can only really be seen as an indicator of hidden risks to the banks from exposure to the SPVs.
But how long it will take before the miners start dropping dead from the fumes, who knows. Could be years, could be a few weeks after the Anthropic IPO when people are sitting smoking on the steps to the helipad saying "what the fuck? No I mean, really, really. What the fuck!"
surgical_fire 2 hours ago
This is the thing about being right too early has the same effect of being wrong.
Which is why I hate when people criticize some obviously overvalued shit, and the response is "why don't you short it".
Sometimes the best way to be safe of something about to explode is to just get away from it.
LoganDark 2 hours ago
Yep, market can remain irrational for longer than you can stay solvent.
Havoc 2 hours ago
With these things it's not about spotting the signs but rather predicting the timing. Everyone and their dog can see the signs but that's not enough to be actionable
shermantanktop 3 hours ago
If I knew the answer to that I’d go short some stock…and maybe not post about it.
mhitza 3 hours ago
The big two AI labs are still not listed on the stock market, and SPCX is still above it's listing price. Unless you can remain liquid more than the market remains irrational better find some other use for your investment funds. No?
elorant 2 hours ago
dragontamer 3 hours ago
Depends on what price the banks offload at.
When the debt in 2007 sucked, it crashed the economy. But when the price was good in 2006, everyone celebrated.
Note: prices are getting worse for bonds today but nothing panic worthy yet.
marcyb5st 2 hours ago
Not sure I agree. The credit default swaps have been extremely expensive lately, meaning that someone is already thinking about an AI bubble popping that will take private credit down which will make banks take a serious hit (11% of their outstanding loans are to linked to AI). On top of that we are in a time where the economy is propped up basically by AI spending and delinquencies on all sort of debt are at historically high rates.
I am panicking a bit TBH
popmakestheweas 2 hours ago
oh ffs please
nyorai 3 hours ago
When are we getting CDOs with Nvidia GPUs as collateral as Nvidia envisions?
smallmancontrov 2 hours ago
That's some very nice collateral you have there. But can it run crysis?
s_dev 2 hours ago
It can run a financial crysis
Aurornis 2 hours ago
Major base rate fallacy.
This is common. Selling debt is normal. If there is money to be made by selling the debt and going back to issuing more loans, they’ll try to find a buyer.
Everyone is so primed to believe that all things related to data centers are bad that they’ll assume this is a special event. The person writing the headline knows that.
fakedang 2 hours ago
It's normal to sell debt. It's not normal to underwrite bad debt.
iovrthoughtthis 3 hours ago
Who is building the infrastructure to resell the gpus from failed data centers if / when this collapses. It would be a waste for everything to get wasted
glaucon 2 hours ago
Maybe as ship's ballast.
cosmotic 3 hours ago
The GPUs used in data centers cant really be used outside the same context. They cant connect to standard PCs or servers. They are highly specialized. The resale would need to be at the server or rack level for the same use case.
ReptileMan 4 minutes ago
I don't mind running private deepseek instances on server rack that I have bought for cents on the dollar.
doubled112 3 hours ago
Aren't they PCIe like everything else or am I missing something? I know they have some fast interconnects. If not, is an adapter to PCIe possible?
Cooling is usually what kills you with server gear at home. I don't have a cold aisle, or a case that flows that much air. Can I water cool it enough?
No video outputs would probably be my biggest annoyance. It should be fine at headlessly rendering games for streaming though, as well as AI.
If there's a will, there's usually a way.
boredatoms 2 hours ago
theideaofcoffee 2 hours ago
LoganDark 2 hours ago
charcircuit 2 hours ago
Why not use them to host AI models? There is a ton of demand for AI that shadows consumer Pc usage. There is a compute shortage right now for AI.
richwater 3 hours ago
There have been some examples of folks ripping off the SMX interface and rewiring the card for PCI-E but I'm not sure how efficient that would really be or what kind of market there could be
boredatoms 2 hours ago
theideaofcoffee 2 hours ago
I volunteer as tribute!
I'd much rather be in the recovery/asset remarketing market rather than the primary/reseller one when this thing pops, for sure.
quixoticelixer- 20 minutes ago
Yeah that's sort of how banks work.
WarmWash 34 minutes ago
The media will do anything to capitalize on public fear, seriously...
cmiles8 3 hours ago
Same thing they did with bad mortgages just before the 2008 crash.
kilohotel 2 hours ago
"bank does what banks normally do" is not news
rsamtravis 35 minutes ago
This sounds like fearmongering. Banks aren't in the business of collecting on debt. They are in the business of writing loans they can sell to people who collect the debt. This is pretty standard business in the 2020s. Not defending data centers or AI or whatever, not denying that there is an AI bubble. Just saying that this is how business is done now.
infamouscow 22 minutes ago
I'll be damned if I don't get to throw people off roofs this time.
There's also a non-zero chance gubernatorial elections are won on the basis of pardoning such transgressions in the future.
dofm 2 hours ago
JOHN TULD: And Mr. Sullivan that challenge is?
PETER SULLIVAN: We have to hold these assets on our books longer than we might ideally like to.
JOHN TULD: Yes.
theideaofcoffee 2 hours ago
JOHN: So. Now that we know the music has stopped. What do we do about it?
JARED: Sell it all. Today.
JOHN: Is that even possible, Sam?
SAM: Yes. But at what cost?
TZubiri 38 minutes ago
Y/N
Is this our chance to 'get rich' by buying a negative valued asset? Like that time barrels were trading at 0$ or negatives?
treebeard901 an hour ago
If the next token prediction machine doesnt live up to the hype, this is going to be one massive bubble.
robots0only an hour ago
The next token prediction machine is writing 90%+ code at multi-trillion $$$ companies, its already solved millennial problems -- but yes its definitely not living up to hype.
TZubiri 31 minutes ago
But it's creating new problems, and when the damage those new problems outweighs the value created, then that's when the bubble starts (or started) to form and we live in a delusion until the damage massively outweigh the benefits, is when the bubble popping starts being considered, and then when there's irreversible damage is when the bubble popping is marked for formal revision and then when ...
ButlerianJihad 2 hours ago
Sorry if this appears obtuse, but what exactly is an “AI Data Center”?
Is it a data center with nothing but GPUs, that does nothing but inference all day and all night?
Is it a data center custom-built for only AI companies to use?
Do these “AI Data Centers” have data storage? VPS? …
Or, as I suspect, is “AI Data Center” simply a fake media buzzword that really means “Normal Data Centers” but with political baggage and stigma built-in.
chasd00 18 minutes ago
> Or, as I suspect, is “AI Data Center” simply a fake media buzzword that really means “Normal Data Centers” but with political baggage and stigma built-in.
No you're absolutely right. The only difference that I can tell is power requirements are legitimately higher because GPUs consume more electricity. More cooling is also needed because there's more heat generated. Aside from those two things, it's a plain old datacenter that companies have been building at break neck speeds since like 1996. Now that I think about it, how come there's no panic about additional Internet backbone capacity needed to support these "AI datacenters"?
rhdunn an hour ago
It's a data centre being build specifically to run LLMs (and possibly other ML models). As such, it will be focused on NVIDIA servers with large numbers of inter-connected GPUs (so they can run the 2T-4T parameter models from OpenAI, Anthropic, etc.) [1].
It's a different build-out to a data centre that can host video/YouTube content (fast CPU, no GPU, large number/size of hard drives), or that can run web servers (fast CPUs, low to average hard drive capacity).
blurbleblurble 3 hours ago
They should offload the overprovisioned, hyper concentrated GPUs back to the people
bunderbunder 3 hours ago
Why? It's hard to see what they're good for outside of AI data center workloads. Your average member of the general public arguably doesn't have much use for a "graphics processing unit" that isn't actually capable of processing graphics
Toynbeeidea 2 hours ago
I run free local models on my A4500. I wouldn't mind a little upgrade... if I could afford it.
blurbleblurble 2 hours ago
You sound exactly like the people who didn't understand personal computers because mainframes existed.
bunderbunder 2 hours ago
Ekaros 2 hours ago
fasterik 2 hours ago
CodingJeebus 3 hours ago
This tracks with recent reporting that AI debt issuance fell 50% month over month in September[0]
> Tech companies raised $23 billion in AI-related debt globally in September, less than half the amount raised in August, according to Morgan Stanley data covering public bonds and private placement transactions.
> The decline marks a continued drop from June, when companies raised a record $113 billion for AI infrastructure including data centers and chips. In the US investment-grade market, where blue-chip tech groups borrowed around $306 billion between January and August, AI-related bond issuance stopped completely last month.
0: https://www.investing.com/news/stock-market-news/tech-compan...
chasd00 10 minutes ago
To make senes of the drop we need to know how much they expected to raise in September. Were the expecting to raise $50B but only raised $23B? Or were they expecting to raise $25B but only raised $23B? That's an important detail. Further, "bond issuance stopped"... was that intentional or not? It's like we're getting half the story and then have to use our imagination and biases to make the story as bad as possible.
ftfa "Morgan Stanley attributed the decline to the large amount of debt already raised earlier this year."
ok, is that good or bad? They never say.
mattlondon 3 hours ago
Oracle data enter debt.
'nuff said.
ls612 3 hours ago
This is completely normal. Banks underwrite large loans and then package a bunch of them in different ways to sell to different investors.
senderista an hour ago
slop
cmiles8 3 hours ago
The CDSs on some loans are getting to the point where it’s too expensive to even bet that the loans will fail as the CDS market seems to have concluded the loans will fail.
chollida1 2 hours ago
> The CDOs on some loans are getting to the point where it’s too expensive to even bet that the loans will fail as the CDO market seems to have concluded the loans will fail.
Did you mean CDS? As your sentence doens't make sense as its written.