Crypto’s Biggest Heist Ever + The Spy Who Loved Nvidia + Hacktober’s Unsolved Mysteries
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North Korea is suspected of carrying out the largest known cyber heist in history, stealing an estimated $6 billion from Binance in just 20 minutes. This attack, attributed to the group known as "Trader Trater," leverages advanced AI tools to automate both the breach and money laundering, signaling a major shift in state-sponsored cyber operations. The scale of the theft—equivalent to a quarter of North Korea’s GDP—raises alarming concerns that crypto exchanges are being used as a primary funding source for the regime’s economy and nuclear program. Meanwhile, a separate wave of cyberattacks targets low-profile but widely used systems: Europe's grocery fridges, which were hacked to dangerously high temperatures, and the fan fiction archive AO3, which remains offline for weeks. These incidents highlight a growing trend where AI-powered tools allow attackers to exploit public-facing vulnerabilities in internet-connected devices, often with minimal effort. The attacks underscore a broader vulnerability in digital infrastructure, where systems with little security oversight—like appliances or volunteer-run websites—are highly susceptible. Parallel concerns include a suspected relationship between NVIDIA CEO Jensen Huang and a Chinese national, Alice Huang, raising alarms about espionage in AI hardware supply chains. Experts warn that as AI capabilities grow, attackers will gain greater access to systems, while defenders face shrinking windows of advantage. The increasing frequency and scale of such attacks suggest a new era of cybersecurity where even everyday technologies are at risk, and urgent action—including disconnection of internet-connected devices and broader infrastructure hardening—is needed to mitigate future threats.
How did North Korea pull off the biggest heist of all time?
Was NVIDIA's CEO befriended by a Chinese spy?
What took the internet's biggest library of fan fiction offline?
And is your refrigerator running a botnet?
I'm Kevin Roos.
I'm Casey Newton.
And from San Francisco, this is Machine Gods in partnership with NPR.
The official podcast of The Singularity starts now.
Casey, our first story this week is about the massive hack of Binance.
The Bisexual Finance Corporation.
Yes.
No, Binance, the world's largest crypto exchange, suffered a debilitating hack,
bringing a dramatic end to the month of Hacktober, which is what we were calling the last month.
And taking us right into what they're calling Reachvember.
Is that what they're calling it?
Well, I'm trying to make it happen.
We'll see if it sticks.
I think it has a chance.
So last Thursday, someone, we'll get to who in a minute, drained roughly $6 billion
from Binance, the world's largest crypto exchange, in about 20 minutes.
And Kevin, would you say that that is the largest known hack of all time?
I think it is the largest theft of any kind of all time.
It's just a huge monumental heist.
So we know a little bit about what has been going on.
There's now been a few days for the investigators to dig in.
And according to U.S. blockchain intelligence firm TRM, the hack began at around 4.20 p.m. on Thursday,
when hackers started moving money out of these Binance hot wallets, as they're called.
This triggered Binance to halt deposits and withdrawals, to set up an internal war room,
and to start trying to figure out how to get customers their funds back.
On Saturday, the FBI released a statement attributing the hack to North Korea,
in particular to a group that is known as Trader Trater.
Yeah, and you pronounced that very well, because if you said it any faster,
I think it would be unclear.
And I have to say, I don't like this name, really.
It's very hard for the homonym, you know, reason.
Community, yeah.
The homonym community has called for more clarity when it comes to the naming of North Korean state-sponsored crypto hackers.
Okay, well, so let's talk about this hack, because I think this was obviously just a big deal for the affected crypto traders,
but I think also points to some stuff we should be paying close attention to with crypto and these AI,
hacking tools.
Yes.
As for the sort of whereabouts of the customers' funds, there have been some reports and investigations
looking at how these criminals are laundering this stolen money.
They are basically just moving this money around like one transaction at a time in these sort of newly created wallets.
It's all happening very quickly.
Yeah, and this is like the classic crypto thing, like whenever there's a big heist,
they use these systems like Tornado Cash, I know, has been a big one.
But what seems different. What seems different here is just the sheer scale of the laundering, the amount of transactions,
and how quickly the whole thing unfolded that seemed to give the hackers a leg up.
Yeah, and just to put it in context here, this is about four times the size of the previous record crypto hack
that was in February 2025, and the FBI also pinned that one on North Korea.
This appears to be like a huge piece of the North Korean economy now, is just hacking crypto exchanges.
South Korea's central bank puts. North Korea's 2025 GDP at $26 billion.
So this is like. This would be like a quarter of overall North Korean GDP, this one hack that took about 20 minutes.
I mean, that is truly just staggering, and it is crazy to think about the entire global crypto system
as essentially just an indirect way of funding the state of North Korea.
But like, that's not really an exaggeration at this point.
No, it's not.
They've reportedly used this to fund their nuclear program,
to like keep their sort of economy going.
It does appear to be the single most successful industry in North Korea,
is just hacking international crypto exchanges.
What about sort of like social programs, welfare programs, education for the citizens, any of that going on?
Not that we know of.
So this is still being investigated by the FBI and other agencies.
Binance first said that the attacker appeared to have compromised an engineer's laptop,
and then added that there were additional points of breach.
So we're still trying to figure out exactly how the hackers got in.
But as of this recording, Binance says that it has covered roughly 95% of the stolen money.
Basically, it is just paying out the affected users from its cash reserves.
Yeah, they have this special fund, the SAFU, which they created after a previous giant hack,
because they're obviously very nervous that if people see their money getting stolen,
they're just not going to want to put it in Binance.
But that fund, Kevin, was only a billion dollars.
So these guys had to reach deep in order to cover all the losses here.
Well, they had to reach a little deeper.
I mean, this is a company.
The staggering thing here is just how much money Binance has on hand to cover hacks like this.
Like when FTX collapsed, they had a liquidity crisis.
They did not have billions of dollars sitting around in reserve to like pay out victims.
So that's in part why this feels so different.
Like Binance was able to just step in and say,
here are some tokens that you can use.
You can use to cover your losses.
Yeah.
And I guess if you're looking for, I don't know, something positive about this whole situation,
it is that whatever it's, you know, many ongoing flaws,
the crypto industry does seem to have matured enough so that in the event of a massive hack like this,
the entire thing doesn't collapse overnight.
Yes.
So let's talk about the AI piece of this a little more.
We don't know for sure what tools may have been used in carrying out this attack.
Chainalysis, another one of these firms that,
that investigates these crypto hacks says that the laundering pattern did suggest some kind of automation.
Microsoft has also talked about North Korea using a lot of AI tools for its hacking groups,
including AI coding tools like Cursor.
And the FBI said over the weekend that it had observed a bunch of these accounts sort of shuffling money around.
And it released a long list of the suspected addresses affiliated with North Korean hackers,
which I will now read, please.
8-6-8-5-3-2-F-A-1-4-A.
Anyway, you can find a full list on the FBI's website.
But if one of these is your crypto address, you're in trouble.
You, you really are.
Also, you know, it's interesting you say that North Korea has been found using tools like Cursor.
Presumably Cursor does not want that happening.
Like, I don't think you're allowed to sort of sign up with your, you know,
North Korean, you know, state-sponsored corporation email address for a Cursor account.
But we know that North Korea gets very creative with, like, building these laptop farms in the United States,
essentially, you know, creating these, like, farms of computers that have U.S.-based IP addresses
so that they can run some of these operations.
It's really sophisticated.
And as we just said, it's like a quarter of their economy.
Yeah, totally.
I also think it's really interesting.
Like, I saw some people arguing over the weekend that in some sense it is actually good that crypto,
exchanges exist for those of us who are not, like, crypto traders
because it is just such low-hanging fruit for people who want to steal money
because it is sort of this lightning rod that if you are a North Korean hacker group,
your options if you want to fund your country's GDP are you either hack a bunch of crypto exchanges,
which is relatively easy, you can do it from afar or from these server farms,
or you could try to hack, like, JPMorgan Chase, which is going to be a lot harder.
You're going to have to do some.
You're going to have to do some actual, like, know-your-customer stuff.
You're going to have to maybe show up at a branch.
It's, like, going to be a much more difficult thing to do.
And so I think for this reason, it's, like, it's probably good for those of us who just have regular bank accounts
that crypto is just sort of there absorbing the chaos and energy from the hackers.
Yes, absolutely.
Also, with a traditional bank, a traditional currency, transactions can be reversed.
Right.
If you commit a massive fraud, JPMorgan Chase will say,
no, actually, we're not going to send you that money.
That's why it often takes a few days for these transactions.
to settle.
But, yeah, I saw a similar take.
Matthew Green, the great cryptography expert,
described the crypto economy as a kind of heat shield
that is protecting normal people from the North Korean hackers
who, you know, presumably might come after their, you know, real money
if they didn't have all of this crypto money to steal.
Right.
So I'm curious, Casey, do you think this is going to just happen forever,
that as long as there are crypto exchanges
and North Korean hacking groups trying to fund their domestic ambitions,
that there will just be these regular,
regular hacks of crypto exchanges?
Or is this kind of, I don't know, a big wave that will at some point subside?
Well, I guess there are a couple of questions embedded in that.
One is, to what degree are the exchanges like Binance
able to harden their infrastructure
and make themselves a less appealing target to North Korea?
My suspicion is they're going to have a really difficult time doing that.
And this is just going to be a perpetual game of cat and mouse
between the very motivated attacker and the very motivated,
the very motivated defender.
Where I think it gets interesting, though, Kevin,
is in this outstanding question of what was the AI piece of this?
Will we sort of come to find out that using an AI tool,
these North Korean hackers were able to chain together
a bunch of vulnerabilities, create an exploit,
and that's how they got into the engineer's laptop, right?
There is a sort of whole spy novel that is being obscured
by the phrase compromise the laptop,
because there's the like version of it where he just sort of left it unattended
in a car.
coffee shop where he went to the bathroom, which would be, you know,
unfortunate, but like kind of boring. And then there's the version where they're like using an
open source Chinese model to like fully compromise the Binance infrastructure, in which case I think
we're in for a world of hurt. I agree. I think it's like it's going to be a big wave of this stuff as
these crypto exchanges, like all other digital infrastructure, just have to kind of harden their
systems against attacks from these new agent tools. But I also think it's like like it is
inherently going to be more risky for crypto financial institutions than for traditional
financial institutions. Like the entire promise of crypto is like you can do everything you can
do on a bank without ever interacting with a human. Yeah. Like it doesn't have to touch
a human. You don't have to like show up with an ID at a branch anywhere like that is the
value proposition of crypto, which makes it, you know, very attractive to people who don't
want to be part of the financial system. But it also makes it incredibly vulnerable to
hacks like this. And so, you know, I think this is one wave where we're going to just see the
infrastructure of these exchanges tested. Then I think there might be an additional wave when and
if these tools get so good that they start breaking some cryptography and the actual like smart
contracts that hold the crypto get compromised. So talk about this a little bit, because there
has been a little bit more discussion around this with some of the recent breakthroughs in math from
OpenAI and some of the labs.
And people are saying, hmm, like it's great that you're making these advances in math. But if you get too good at it, you will actually break cryptography and nobody's password may be safe anymore. So you're saying that you think that this is going to come into play with some of these crypto exchanges before too long?
I think so. And people that I talk to think so as well. And one person actually pointed out to me that in the recent raft of discoveries that OpenAI published, cryptography was actually not one of the areas that they published.
Now, that could suggest either that the models aren't very good at breaking encryption yet or doing sort of, you know, core cryptographic research, or it could suggest that they are. And OpenAI is just not publishing it because they don't want to give anyone any hints about how to say break the encryption on a set of crypto wallets.
And there's maybe even a third possibility, which I don't know, maybe is a good thing, where OpenAI was just like, maybe don't train our most powerful systems on the question of whether they can break cryptography. We got enough problems, Kevin.
I mean, I would put this in the category of things that are kind of a when, not an if. And so I would just say, like, if you are still holding money on a crypto exchange in the year of our Lord, 2026, like, you are a brave soul. And I hope you have some money stuffed under your mattress, too.
Should folks move from a hot wallet to a cold wallet? I don't know what that means.
I don't really know what that means.
I believe it is just sort of a wallet that is not connected to the internet.
But I get ads now when I go online for, like, cold storage, because I guess I'm like a man in middle age who's, like, into tech stuff. And so I just get followed on the internet by these things that are like, you want to secure your Bitcoin? You should put it in our cold storage wallet. It always sounds too complicated. Also, I don't own any Bitcoin.
Yeah, I mean, to me, the really difficult thing here is that I don't know what to tell people who want to trade crypto online. I mean, the thing that I would tell them is obviously, like, be careful. But this doesn't seem like it's a case where, like. Like, any of the victims, like, did anything wrong, really, right? Like, they trusted Binance, and someone found a vulnerability in Binance. And, you know, I hope we learn more about what Binance did wrong. But I'm going to assume that any exchange, you know, might have been able to be compromised in this way. So if you are a crypto person, I just do think that you're going to be in a realm of increased risk for the foreseeable future.
Okay, now let me run a kind of off-the-wall theory past you.
Let's do it.
So I'm not a conspiracy theorist, but I do love a good conspiracy theory.
And my favorite, one of my favorites, is this theory that Satoshi Nakamoto, the pseudonymous creator of Bitcoin, was actually an artificial superintelligence sent back in time to spur the production of GPUs.
Go on!
So that one day we could end up with enough GPUs to sort of run Bitcoin and all the other crypto tokens, as well as to build the superintelligence.
Kevin, I have probably read 11 feature-length stories about the identity of Satoshi Nakamoto.
I've watched two feature-length film documentaries.
This is the most plausible theory that I've heard for the identity of Satoshi Nakamoto.
So my hat's off to you, sir.
I think we cracked it.
So this may be North Korea.
Could be Satoshi time traveling.
We just don't know.
Casey, you know I love a good spy story.
And today we've got a good one.
Boy, do we.
So the New York Times reported last week this bombshell story about Jensen Huang, the CEO of NVIDIA, and his close relationship with a person who turned out to be a Chinese spy.
Tell me more.
So her name, confusingly, is Alice Huang.
She is no relation to Jensen Huang.
But U.S. officials have concluded, according to this reporting, that Alice Huang has been funneling information to Beijing.
She and Jensen Huang have been photographed out together at various events.
And this story makes clear that this has become a very worrisome connection to U.S. intelligence officials who are like, wait a minute, why is the CEO of the largest company in the world all of a sudden hanging out with this Chinese spy?
Yeah, and she works at this company that I had never heard of called Megaspeed, which is apparently also under investigation about whether maybe one of its lines of business is helping China.
It has a Malaysian sister company that bought at least $4.8 billion worth of NVIDIA-based equipment over the past two years.
Megaspeed is a part of what I would consider like this sort of gray market for AI.
You know, they exist in Singapore, but many of their connections are to companies in China.
Alice Huang herself is a Chinese national.
And so I think what we've seen is that as the U.S. has cracked down on the export of these very powerful NVIDIA AI chips to China, they've just grown up this category of company that sort of exists in the sort of space between illegal and legal that do things like buying up massive amounts of these NVIDIA chips and helping Chinese companies access them through building data centers that they can use to train their models.
One really interesting detail about this story.
is that President Trump was apparently briefed about a year ago about the fact that Alice might be a spy, did not do anything about it.
Jensen himself was never warned.
But I have to note, Kevin, this is kind of our second big AI spy story.
Just over the past couple of weeks, there was also that man who was an employee of OpenAI who was arrested and is believed to maybe have some connections to the government of Saudi Arabia.
Right.
Well, I think it's a particularly big deal in this case, not just because it involves.
Jensen Huang, who's arguably the most important person in AI, at least on the hardware side, but because the big narrative right now is about China and the U.S.
and how close or far behind China is in catching up with U.S.
AI capabilities.
And a big piece of that is hardware.
One of the major reasons that China has not caught up to the U.S.
is because they don't have the most powerful AI chips, or at least they're not supposed to have the most powerful AI chips that companies like.
And so when a story comes along that says, well, maybe there's actually this sort of unexplored link or underexplored link between Chinese intelligence and the CEO of the most powerful American chip company, I think it's worth exploring.
Also worth saying, Jensen Huang has been a relentless cheerleader for the idea of getting rid of export controls and being able to sell as many of NVIDIA chips to China as he can.
There's an obvious self-interest in this.
He argues there is also.
a geopolitical interest in having the world building on NVIDIA's chips.
But this story also introduces this other little complication, which is obviously the Chinese government wants this, too.
And it seems like maybe they were able to place an asset very, very close to him.
Well, and it's also instructive to look at how the Trump administration responded or did not respond to this.
As The Times reports in its story, this first came to their attention about a year ago, and they briefed President Trump last October.
On this suspected link between Jensen Huang and this Chinese spy.
And according to the report, Trump's response was to do nothing.
And they didn't even give Jensen Huang what's known as a defensive briefing, where you basically tell someone, hey, it looks like you're hanging out with this person a lot, who we kind of have some information to suggest they are a spy for a foreign country.
And they did not even go so far as to warn Jensen Huang, at least according to The Times report, that he was hanging out with this suspected spy.
Well, fascinating.
We have lots of questions about it.
Why don't we bring in an expert to help us understand?
Yes.
Our next guest is Anna Swanson.
She is one of the six New York Times reporters who was part of this most recent story on Alice Huang and Jensen Huang.
She is the international trade and economics correspondent at The Times.
She's been doing that for many years.
And so we really thought there was no better person to tell us not just about this particular story, but just the overall picture of how this chip war is playing out in China and the U.S.
She's coming to us.
She's coming to us from Washington.
And we should note that we are taping this before the U.S. midterm elections.
So you will hear a reference in there to that.
We know it will not go out.
until after the elections.
Anna Swanson, welcome to Machine Gods.
Thank you so much for having me.
So let's start with the basics.
Who is Alice Huang, and how did she and Jensen Huang get so close?
Yeah, so Alice Huang is a Chinese national.
She's a Chinese businesswoman who had something of kind of a mysterious and meteoric rise.
She ended up at the head of a company called Megaspeed that was based in Singapore that
started buying a lot of chips from NVIDIA, nearly $5 billion of advanced AI servers and
technology containing NVIDIA chips.
And at the same time, she was also seen personally with Jensen Huang on a couple of occasions
after some industry events in Taiwan.
They were photographed together, both at a bar with other suppliers and then also out
to dinner with some other executives.
So I had actually not been familiar with Megaspeed until I read your story.
What does Megaspeed nominally do, and what are U.S. officials worried it might be doing
on the side?
So Megaspeed is a company that's buying a lot of chips, building data centers in Southeast
Asia.
And basically, you know, it's kind of a common business model at this point.
These companies will build big data centers in Southeast Asia that then remotely, you
know, serve Chinese clients.
There's a lot of demand in China for these AI chips, and they're able to access them
remotely.
But U.S. officials started getting concerned kind of late 2024 into 2025 that the company
was also smuggling some of the chips into China.
So they started investigating them for this.
They visited a Megaspeed data center and found that some of the equipment there was still
kind of packaged up, leading to concerns that maybe they had been shipping it elsewhere.
And so the company had been under scrutiny for these accusations, allegations from the
U.S. government.
This seems like one of those companies, Megaspeed, that sort of operates in this gray zone where
they're like, they're serving these chips to companies in China that would not be allowed
to buy those chips outright because of these export controls.
So they're kind of this middleman or this suspected of being this middleman that is
sort of allowing the Chinese AI giants to use the chips from NVIDIA that they would
not be allowed to.
By routing them through this Singaporean set of data centers.
Does that match your understanding?
Yeah, yeah.
So this is, you know, something that, you know, NVIDIA describes this type of business
in Southeast Asia as, you know, very normal.
But a lot of U.S. officials do think this is a huge loophole to the rules that they've
set up to stop China from accessing these chips.
NVIDIA and Jensen Huang pretty much deny that there are is any smuggling at all.
They pretty much just, you know, sort of categorically say this is not happening.
You know, they say things like, you know, GPU systems are really big.
You can't put them in your pocket.
But, you know, over the course of a few years, there's been reporting, including by the New
York Times, documenting some instances of the smuggling.
And then more recently, there have been also like very large busts showing that, you know,
companies weren't just putting these things like sort of.
In a suitcase or a pocket, they were sending shipping containers of them over into China.
So there is more documented evidence now out there in the public sphere that smuggling
is something of a concern.
How big it is, I think, is debatable.
Your story describes the relationship between Jensen Huang and Alice Huang as a close relationship.
And when I read that, I can like smell the lawyers behind.
That's like one of those statements where you can like, you know, that that is being
carefully scrutinized.
There have been.
Some speculations that this was sort of more than a business relationship.
Can you shed any light on the nature of this relationship between Jensen and Alice?
Well, you know, we are the gray lady.
We have high standards for publication, obviously.
You know, what we had the ability and the confidence to report is in the story.
You know, there are there are a lot of sort of photos and video out there that sort of
show that it did seem like they had, you know, kind of a.
Personal relationship.
But at this point, I'm not in a position to characterize it beyond beyond what we've said
in our story.
Among the people that you spoke with, does anyone worry that Jensen Huang himself may
be compromised, that he might be cultivating these relationships with Chinese officials
or assets to, I don't know, maybe sort of flout the export controls or something like
that?
Or is is this purely, do you think, a case of people assuming that he's just kind of
in the dark about any connections?
That Alice Huang may have had to Beijing?
I mean, there is also a lot of concern about, you know, how much NVIDIA is sort of looking
to cater to the Chinese market versus the U.S.
market.
Lawmakers have considered some rules in recent years to sort of demand that NVIDIA gives
its chips to the United States domestically first.
So that's always kind of an issue for U.S. officials of whether the company is putting
the United States first.
Or China first.
And whether it should have to make those choices or can just pursue business with both those
countries equally.
I know you can't comment on anything beyond what's in the story, and you've been very
careful to only report what you're certain of.
But let's just say in general, what would a Chinese spy gain from becoming close with
an American tech executive?
What kind of information would be valuable?
What would be valuable to send back to party leadership in Beijing?
Yeah.
So as you say, I don't know, you know, precisely what kind of information she was passing back
to the Chinese government, right?
But obviously, as the chief executive of NVIDIA, Jensen Huang is somebody who is incredibly
influential in deciding, you know, who gets certain amounts of NVIDIA chips, where this
very valuable resource goes.
And he's also been really privy to the president's thinking on issues when it comes to technology
and is generally just seen as a very influential advisor on Trump's thinking, particularly
when it comes to AI.
So I think inside the White House, there would just be concerns both about the level of access,
both to information about the AI industry and AI chips, but also government deliberations
on these policies and President Trump's sort of policy.
It also strikes me, Kevin, that if you're able to have a Chinese asset with a close
personal relationship with the CEO of NVIDIA, that asset can then just lobby him, right?
And like whatever China wants out of NVIDIA, you know, or what wants NVIDIA to argue for
or lobby for, you know, that becomes a point of leverage.
You've been covering trade and international economics for a long time.
And one thing that I have been struggling to understand is like the amount of
chip smuggling that is going on into China right now.
There's one narrative that says this is sort of the NVIDIA official line.
Oh, this is, you know, this is if it's happening at all, it's so small, barely registers.
People are pointing to, you know, China building its own chips as a sort of an explanation
for why its AI models keep getting better.
Then there's this other explanation that's like, you guys are idiots.
These are all being smuggled, even despite the export restrictions.
You know, we've heard these stories of, you know, people using hair dryers to get off
the serial numbers.
Off the GPUs.
And this is actually like a much more widespread problem.
So, you know, let's step back from this particular story.
But like, how much smuggling do you think is going on of these banned chips into China?
Yeah, I mean, it's extremely difficult to quantify.
I will say that I actually had the experience of going to Shenzhen and going into one of
these markets to ask about chips a couple years ago, and people seemed very ready to
supply them.
Someone showed me a message arranging like a rather large shipment.
It really wasn't that hard to find at that point.
You know, people just opening their trench coats and like a stack of GPUs falls out.
Right, right.
Well, these are very entrepreneurial, enterprising people in Shenzhen who had been doing this
for NVIDIA gaming chips for a long time and then kind of just switched over to the AI
market.
So that definitely shaped my thinking on it.
You know, I have heard more reports recently about Blackwell's being like pretty readily
available and fairly cheap to rent inside China.
You know, it does seem like, yes, China is very compute constrained because of these
roles, but also there is access to quite a lot of compute.
So, you know, the truth is probably kind of somewhere in the middle.
But I do see, you know, smuggling as definitely a substantial issue.
And then, of course, a lot of companies are remotely accessing these data centers in
Southeast Asia.
And there's just a huge amount of compute there that is not nominally Chinese, but is
really Chinese.
That's the part that shocked me that I genuinely did not understand until reading your coverage
is that if you are Alibaba or another Chinese company that is prohibited for buying Blackwell's
or other NVIDIA chips by these export controls, you can just rent them from a server in Malaysia
or a data center in Singapore.
And that is totally legal.
a hole in the export controls? Or how did that happen? Yeah, absolutely. And this has been hard
to make people aware of this because it's just like kind of complicated, right? But it's what
a lot of people consider to be a massive loophole. It's something that was more regulated at the end
of the Biden administration. And then the Trump administration rolled those rules back. They've
been kind of contemplating and trying to figure out how to replace them with something new. But
it's been really difficult for them to decide on something. And so it still remains just
unregulated right now. And NVIDIA, you know, argues that this is a policy decision and, you know,
that this arrangement benefits the United States by being able to sell more. But certainly a lot
of officials don't see it that way. They see it as a massive loophole in what they were trying to do.
Well, Anna, thank you so much for coming. Great to talk to you. And if you could connect me with
your GPU dashboard.
I'm a dealer in Shenzhen. I've got some large orders to place for unspecified reasons. I'd
really appreciate it.
Sounds great.
All right. Thanks, Anna.
Thank you.
Thank you.
All right, Kevin, well, to close out today, we wanted to highlight a couple of mysteries
that are in keeping with this theme that everyone is calling Breachvember.
Was it Colonel Mustard in the drawing room?
It very well could be, because at this point,
Kevin, we do not know who is the culprit between two unrelated and very different,
or are they, kind of hacks that have taken the worlds of fan fiction and refrigerated foods by
storm. Okay. I'm assuming North Korea is involved, but go on. They might. We don't know that yet.
But here's the story. Supermarkets across Europe woke up on Monday to news that refrigerators were
failing in grocery stores across Europe. And they're not. They're not. They're not. They're
the continent thanks to some suspected cyber attacks that are forcing stores to pull their
food from sale. Sacre bleu! Indeed. Indeed. And meanwhile, Archive of Our Own, aka AO3,
which is this giant volunteer-run fan fiction archive. I thought it was a congresswoman from
New York. That's a common mistake, but this is AO3. And this fan fiction archive, Kevin,
it remains offline after an unspecified security incident, and it might be down for another two to
four weeks. And so the mystery here is, who is targeting these things? What do they want? And
as always, how can we protect our families? Okay, so just to clarify, these things have no actual
link to one another. You just wanted to talk about both of them? Yes, because here's the thing. As we
saw during Hacktober, all of a sudden, it felt like nothing was safe anymore. But at the time,
it seemed like the. The initial targets were things that frankly just didn't affect you and I very much day to day. Oh,
there's a vulnerability in PHP. Well, that sounds bad, but is that affecting me when I shop at the
grocery store? No. Well, as we enter Breachvember, Kevin, that is beginning to change. So let's talk
about what's going on here. Open the schools, educate me. Okay, let's begin with Europe's
freezers. A sentence I've never said before on this podcast. According to Bloomberg, fridges went
haywire.
On Monday, Kevin, in Belgium, Ireland, Sweden, Finland, and Estonia, at branches of a variety
of grocery stores, including Carrefour, Delhaize, Spar, Super Value, ICA, and Coop. So that's got
to be most of the grocery stores in Europe, right? According to one ICA supermarket in Sweden,
Kevin, its fridges and freezers were hacked and set to 122 degrees Fahrenheit.
That's hot.
Very hot.
Very hot. Kevin, they're calling this the first cyber attack that you can smell from the parking
lot.
Okay, A, can I just say, none of this is funny.
Wait, none of it is?
But it is kind of funny that Europe is having a refrigeration crisis. Europe,
a continent that does not believe in air conditioning.
That's very true.
Or putting ice in your drinks. Now they're getting a taste of their own medicine.
Joke number two.
Yeah.
Do you know what AI model you use to hack,
uh, fridge in, in Europe?
What's that?
Chat, Brie PT.
Okay, very good. Well, speaking of Brie, I have actually been tracking this story for a while
now, Kevin, because last month during Hacktober, 700 French stores were hit with a very similar
seeming attack. And of course, because it was France, people assumed that the refrigerators
had just gone on strike. But when they looked into it, they found that apparently somebody
had hacked into these things. And so they had to throw it in the fridge. And so they had to throw out all sorts of food. So I know what you're wondering, which is how do you hack a freezer?
How do you hack a freezer?
And you're asking that only out of curiosity, not because you plan to do it.
Correct.
I'll still obscure some of the details, just lest you get any ideas. Um, but basically, it turns out that these
freezers just like are connected to the internet, basically. Um, you know, they have sort of public facing like
control panels that people can access. And after the French attacks, there was this, uh, research group called
Clairauty. And they, uh, used Claude through Cursor to reproduce the attacks, basically saying, like, if we wanted to take down a fridge on the internet, how long and how hard would it be? It took them 28 minutes and cost $6.
Wow.
So this is a weird one because, um, security researchers had identified this as a vulnerability, like, many, many months ago. Like, it was, it was sort of known in the industry that this vulnerability existed. But as often happens in, in these sort of obscure seeming
realms, like, it was, it was sort of known in the industry that this vulnerability existed. Nobody took it that seriously because it's like, well, who's going to hack into the freezers? So I understand that, you know, you probably haven't had a chance to do a lot of reporting on this yet, but do you have any guesses as to what's going on here?
No, I have a basic establishing question first. Are all freezers connected to the internet at, like, supermarkets?
Um, I don't think all of them are, but what we're learning is that in Europe, apparently many of them are.
And my second follow-up question, why?
Right.
Why would you need your freezers?
Why would you need your freezer to be connected to the internet?
Well, Kevin, maybe these grocery stores need to remotely manage the temperatures of their freezers. Are you saying that it's not worth the risk?
I'm saying that it's not worth the risk. I'm saying we could create jobs in Europe, a place where, you know, God knows they could use some job growth, by hiring people to go around and turn the knobs on the freezers like the frickin' old days when nobody got hacked.
I know I sound like a grumpy old man.
Yeah.
But, like, we really did used to have freezers.
We had freezers that could not be remotely disabled by, like, North Korean botnets.
The freezers in this country were once the pride of America.
Now, Kevin, I know what you're wondering, which is, you know, I live in America. Why should I care?
Yeah, why should you care?
Well, Reuters has reported that the Pentagon said last week it is examining freezer failures at multiple military facilities.
Oh, boy.
So, if you want to respect the troops, you've got to get to the bottom of this.
Well, and I can also imagine this would be bad in, say, a hospital, where things do need to be kept cold.
Whether they're medicines or vaccines, like, you do actually need to. Or bodies.
Well, if we're being honest. Yeah, yeah, true. You went there.
Yeah. So, okay. So, that's what's going on with the freezers. It's a big mystery. We don't know what's going on. It seems bad.
The second mystery hack is taking place on the Internet's most beloved fan fiction website, Kevin, AO3.
On Thursday, AO3's status page said,
And then, by that afternoon, the page had been updated to say that it would be down for between two and four weeks.
Later that night, the company said,
And people started to freak out.
Where are they going to get their heated rivalry fan fiction?
Well, exactly. You know, AO3 is really, really big. It has more than 18 million pieces of published fan fiction, more than 11 million registered users, and, crucially,
the whole thing is run by volunteers.
And this is where I think the story of AO3 and the fridges start to speak to each other.
These are sort of obscure corners of the Internet where cybersecurity professionals are not typically paying a lot of attention, right?
So, the good news is, according to AO3, no works have been deleted.
They don't believe that its database of users were stolen, although they say they can't rule it out.
They have advised. Anyone who has reused their AO3 password anywhere else, they're probably going to want to change those passwords.
It sounds very personal for you. Are you an AO3 user?
You know, I am not, but I respect it as, like, a massive engine of culture.
Like, we have seen over and over again how something that will begin as fan fiction will turn into a massive cultural phenomenon.
The Machine Gods podcast.
And the Machine Gods podcast began as fan fiction.
About teenage vampires falling in love.
And the story got completely out of control, and now here we are.
Now here we are.
No, so, okay, I'm joking, but I actually, like, what is the reason that a fan fiction website would get hacked now?
What is in it for the hackers?
If they're not stealing money. Like, I understand why you would hack Binance.
Yeah.
I even can understand why you would hack. Well, I don't really understand why you would hack fridges in Europe.
Yeah.
Maybe just because you're trying to cause some trouble.
You're a vandal.
Yeah.
But, like, why are you doing this to a fan fiction website?
Well, so, I mean, this is a great question.
We don't have the answer to yet.
My fear is that these are essentially vandals, right?
Like, fanfiction is free.
There isn't really any obvious financial motive for why you would want to take down AO3.
It does seem like the sort of thing that people would be doing just for the lulz.
And while, again, we don't know that AI was involved here, we do know from Hacktober that there are just clearly a lot of vulnerabilities on the internet.
They're getting easier to find, and they take time to patch.
So it would not surprise me if we learned that someone just found one of those vulnerabilities and said, I know how I can wreak a lot of havoc.
I'm going to take down AO3.
The big question hovering over the cybersecurity world right now is, like, who has the advantage?
In a situation where attackers and defenders both have access to very capable AI models, like, do the attackers win or do the defenders win?
And I think the way—
Yeah.
I think the way that we've seen these AI companies release these very capable cyber models is by giving them to, like, priority institutions, right?
Like, the sort of backbone of the internet companies that are running the rails that everything else runs on and giving them sort of a head start on the attackers.
But supermarket chains in Europe and fanfiction websites are not going to be on anyone's list of, like, the high-priority defense situations.
So there you actually do have the attackers that are probably getting to these places.
I think that is exactly right.
You know, ever since we started to see these, you know, very powerful cybersecurity models coming out, the labs have been saying we're in this window where the defenders have the advantage, but it's, like, a relatively narrow window and we should use as much of that time as we can to, you know, rebuild infrastructure and patch vulnerabilities.
What these two things suggest to me is, like, maybe the defender's window is, like, closing really rapidly and, like, while there's still a lot—
The attackers also clearly have a window and they're starting to use it.
One question I've been thinking about is whether it's just not going to work.
This whole strategy of, like, let's dole out the defensive cyber capabilities to the most important institutions, like, give them a head start.
Like, I agree with that strategy.
I think we should continue to do it.
And I have also felt myself becoming something of, in this very particular case—
Where I'm, like, let's just get all the hacks done with.
Because this sort of rolling thing where, like, every day there are, like, three or four new hacks of, like, some major institution caused by these AI tools, I feel like, you know, I recently heard Alex Stamos, the sort of cybersecurity executive, former meta CISO, et cetera, talking about sort of shortening the dark age of cybersecurity.
This sort of era where everything is getting hacked.
All the time because of these tools and institutions are racing to patch and defend themselves.
And I'm kind of a believer in what I heard Alex say, which is that, like, the goal should not be to eliminate the dark period of all this bad stuff happening.
It should just be to, like, compress it.
So, like, in some sense, what we're seeing now is this compression of, like, these institutions might have all gotten hacked eventually.
But, like, we're seeing it happen now in the same week.
We're just going to see many more weeks like that where it's, like, maybe a year's worth of hacks getting discovered and applied in a week.
Yeah, I think we're going to have a lot to talk about this.
Just a couple more notes.
AO3 is run by a group called the Organization for Transformative Works.
It's a donation-funded nonprofit.
They have about 1,000 volunteers.
I did try to reach out to them for a comment today, but their comment page was also down.
So, the place where you can sort of go to.
So, that was really unfortunate.
You know, Kevin, I think my final question here is, you know, given all the cybersecurity risks, there's been a lot of talk of, you know, what we should do.
I'm told that the grocery stores are calling to freeze the frontier.
Do you think that that would potentially be helpful here?
I do.
Yeah.
I do.
And, you know, we're making light of this, but, look, it's a really hard week if you are a cryptocurrency trader.
And, you know, there's a lot of people out there in Sweden who loves fan fiction and really wanted to enjoy your latest fan fiction over a nice smoked salmon dinner.
Yeah.
What would disrupt your household more, a month without ice cream or a month without fan fiction?
Oh, ice cream would be an extinction-level event in my house if we – there would be riots in the perimeters of my walls.
Yeah.
Well, let's hope that, like, Safeway and Albertsons are updating the firmware in their freezers right now.
Can I make another alternative proposal?
Yeah.
Can we just not connect the fucking freezers to the internet?
I mean –
That just seems like – like –
Kevin, I want to play Doom on my Samsung smart refrigerator, and I will not be kept from doing that.
Why are we doing this?
It makes no sense.
The Iceman cometh, and the Iceman taketh away.
Well, before we go, we have to do a correction, Kevin.
Our first correction here on Machine Guns.
Are we –
I was going to say that every time we do a correction is that it's our first one.
Wait.
Have we had other corrections?
Yes, we absolutely have.
Okay.
So –
Every day is day one, and every correction is our first correction.
Period.
So, for our first correction, I must acknowledge that on our most recent episode, I mispronounced the name of the great reporter Elise Spiegel, and also we misidentified her current occupation because she is no longer at this American –
American life.
She is writing books.
Elise, I have to come clean with you.
I had never seen your name written out before, but, of course, I've heard it a million times.
So, apologies to Elise, and thank you again for the great question.
Real quick, Casey.
Did you see this story in Axios about how OpenAI is trying to rebrand data centers?
Not only did I read it, this morning I got my first email from OpenAI using the new terminology.
And what are we calling them now?
Well, say goodbye to data centers, gang, and say hello to compute campuses.
Compute campuses!
Which I guess is where NVIDIA chips go to college?
Yes.
Yes, I – let's say I got expelled from compute campus.
Did you really?
Yeah, my frat was up to no good.
You know, there are a lot of states trying to expel compute campuses altogether.
They're trying to ban data centers, is what I'm trying to say.
Anyway, good luck with the rebranding.
Good luck. We'll see how that goes.
Yeah.
It's giving freedom fries.
Kevin, who makes this show?
Machine Gods is made in partnership with NPR with generous support from the Tarbell Center for AI Journalism,
the William and Flora Hewlett Foundation, and Emerson Collective.
This episode was produced by Sasha Aschel and Jacob Bloomberg.
Our senior producer is Rachel Cohn.
Our executive producer is Dhanush Parvaneh.
Original music by Armin Bazarian.
Branding and visual design by Alex Castro.
Special thanks to Oren Rosenbaum, Nadine Zalestra, and Erica Berry.
You can email us as always at
HeyAtLT.com
HeyAtMachineGods.fm
Keep those questions coming.
They are so good, and we read them all.
And for the love of the gods, please do not forget to like and subscribe.
And until next time, stay blessed.
Podcast Summary
Key Points:
North Korea is suspected of orchestrating a massive $6 billion hack of Binance, the world’s largest crypto exchange, in under 20 minutes, marking the largest known cyber heist in history.
The attack likely exploited a vulnerability in an engineer’s laptop, with investigators noting automated money laundering through tools like Tornado Cash and AI-driven transaction chains.
North Korea appears to be using AI-powered hacking tools, including AI coding platforms like Cursor, to automate attacks and move stolen funds, raising concerns about the sophistication of state-sponsored cyber operations.
The hack reveals a troubling trend
A separate but related cybersecurity crisis involved the shutdown of Archive of Our Own (AO3), a major fan fiction platform, and widespread refrigerator failures in Europe, both indicating a growing wave of AI-enabled attacks targeting low-priority but widely accessible systems.
U.S. officials have raised alarms over a close relationship between NVIDIA CEO Jensen Huang and Chinese national Alice Huang, who may be funneling intelligence to Beijing, highlighting risks in AI hardware supply chains.
Security researchers have demonstrated that internet-connected appliances like fridges can be hacked with minimal effort using known vulnerabilities, showing how AI tools are rapidly expanding the attack surface.
As AI becomes more powerful, defenders may have a narrow window of advantage, but attackers are already exploiting vulnerabilities in public-facing systems, suggesting a shift toward more frequent, widespread, and automated cyberattacks.
Summary:
North Korea is suspected of carrying out the largest known cyber heist in history, stealing an estimated $6 billion from Binance in just 20 minutes. This attack, attributed to the group known as "Trader Trater," leverages advanced AI tools to automate both the breach and money laundering, signaling a major shift in state-sponsored cyber operations. The scale of the theft—equivalent to a quarter of North Korea’s GDP—raises alarming concerns that crypto exchanges are being used as a primary funding source for the regime’s economy and nuclear program.
Meanwhile, a separate wave of cyberattacks targets low-profile but widely used systems: Europe's grocery fridges, which were hacked to dangerously high temperatures, and the fan fiction archive AO3, which remains offline for weeks. These incidents highlight a growing trend where AI-powered tools allow attackers to exploit public-facing vulnerabilities in internet-connected devices, often with minimal effort. The attacks underscore a broader vulnerability in digital infrastructure, where systems with little security oversight—like appliances or volunteer-run websites—are highly susceptible.
Parallel concerns include a suspected relationship between NVIDIA CEO Jensen Huang and a Chinese national, Alice Huang, raising alarms about espionage in AI hardware supply chains. Experts warn that as AI capabilities grow, attackers will gain greater access to systems, while defenders face shrinking windows of advantage. The increasing frequency and scale of such attacks suggest a new era of cybersecurity where even everyday technologies are at risk, and urgent action—including disconnection of internet-connected devices and broader infrastructure hardening—is needed to mitigate future threats.
FAQs
In late October, hackers drained approximately $6 billion from Binance in just 20 minutes, triggering a global crisis in the crypto sector. The attack began when funds were moved from Binance's hot wallets, leading to the platform halting deposits and withdrawals.
The U.S. Federal Bureau of Investigation (FBI) has attributed the hack to North Korea, specifically a group known as 'Trader Trater.' This group is believed to be state-sponsored and has a history of targeting cryptocurrency exchanges.
The stolen money was moved through thousands of rapid, automated transactions using newly created wallets and tools like Tornado Cash. These transactions were highly coordinated and fast, suggesting the use of AI-driven automation to obscure the trail.
Yes, investigators suspect AI tools such as Cursor were used to automate the attack and exploit vulnerabilities. Microsoft and Chainalysis have noted patterns of AI-assisted money laundering and exploit creation in the hack.
Yes, North Korea is increasingly using cryptocurrency hacks to fund its economy. This attack represents a significant portion of its GDP—estimated at around a quarter—highlighting crypto hacking as a key component of its financial strategy.
Crypto platforms like Binance operate with minimal human interaction and rely on automated systems, making them attractive targets. The lack of traditional financial safeguards and the transparency of blockchain transactions also create vulnerabilities.
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