
“The platforms should be absolutely begging Congress to regulate them because the alternative is they get sued into oblivion by a bunch of law firms.”
Loading summary
Casey Noon
Dell PCs with Intel inside are built for the moments you plan and the ones you don't. They're for those all night study sessions. The moment you're working from a cafe and realize every outlet's taken. The times you're deep in your flow and can't be interrupted by an auto update. That's why Dell builds tech that adapts to you. Built with long lasting batteries so you're not scrambling for an outlet. And built in intelligence that makes updates around your schedule, not in the middle of it. Find technology built for the way you work@dell.com DellPCS built for you. Now here was a really interesting situation. Kevin, did you see this robo taxi outage that left passengers stranded on highways in China?
Kevin Roose
No.
Casey Noon
So this happened in Wuhan recently.
Kevin Roose
I've heard of that place before. Did they do anything else?
Casey Noon
Not clear to me? I'm not really familiar with their game, but apparently there was some sort of technical glitch that caused a number of robo taxis owned by the Chinese tech giant Baidu to freeze, trapping some passengers in their vehicles for more than an hour. And I just thought, my gosh, what a nightmare. Just imagine you're in your Robotaxi on the way to a wet market in Wuhan. You have an appointment with a pangolin who's gonna cough on you to see if they can transmit anything to you. And then your robo taxi gets here. Horrible. It's a nightmare. Yeah, it's an absolute nightmare.
Kevin Roose
Well, I think that robo taxi outage is definitely the worst thing that's ever come out of Wuhan. Yeah.
Casey Noon
When it comes to these bo Buy do robo taxis, my advice, buy don't.
Kevin Roose
Oh boy. No. That was the worst thing to come out of. I'm Kevin Roos, a tech columnist with the New York Times.
Casey Noon
I'm Casey Noon from Platformer and this is hard fork. This week, social media companies keep losing in court. How will that reshape the Internet? Then the Infinity Machine author Sebastian Malaby joins us to discuss his new book on Google DeepMind and Demis Hassabas quest to build super intelligence. Finally, it's been over while. Let's catch up with some hat. GPT. I missed you.
Sebastian Mallaby
Me too.
Casey Noon
Well, Kevin, while we were away, I was riveted by what was going on in the courtrooms in Los Angeles and New Mexico related to social media.
Kevin Roose
Yeah, it has been a big week for these social media product liability trials that have been going on now for some months. And we actually got some verdicts.
Casey Noon
We did. And in Both cases, social media lost. In LA, a jury found that Meta and YouTube had been negligent in the way that they designed features that they said were harmful to this plaintiff. They have to pay $6 million combined to this plaintiff. And then in New Mexico, the jury said, we believe that Meta has violated the state's Unfair Practices act and has misled consumers about the safety of its products and has endangered children. In that case, they are ordering meta to pay $375 million.
Kevin Roose
Yeah. So we've talked a little bit about this series of cases against the social media companies. You know, social media companies, they get sued all the time for all manner of different things. I think what caught our eye, and specifically your eye, was the sort of legal theory underlying these cases. So talk a little bit about that and what makes this case different from other cases that have been brought against the social media companies?
Casey Noon
Yeah, so I would say there are kind of big reasons why these cases are super important. One is that these are what are called bellwether cases. Kevin, you ever heard of a bellwether case?
Kevin Roose
These are like cases that set precedent for other cases.
Casey Noon
Yeah, exactly. These are the cases that, if successful, are going to open the floodgates for lots of other people to sue under the same theory. The second big reason that these cases are really important is that they appear to have opened up a crack in Section 230 of our Communications Decency act here, which for 30, 30 years has been essentially the foundation that the entire Internet rests on.
Kevin Roose
It's also a dentist's favorite statute.
Casey Noon
Yes, that's section Tooth Hurdy, if the joke wasn't landing for you. So, yes, this is a super important, super important. I'm glad you got that. No, the really sad part was I was planning my own section 230 joke. Oh, wow. Because I just went to the dentist yesterday and now I didn't have any cavities.
Kevin Roose
So Tooth not hurdy.
Casey Noon
Moving on. So section 230, Kevin, you may remember, is the law that says that in most cases, these platforms cannot be held liable for what their users post.
Kevin Roose
Yes.
Casey Noon
So if I went on Facebook and I defamed you, which is something I think about doing every day, you could sue me, but you couldn't sue Facebook.
Kevin Roose
This is what's been blocking my lawsuits against Facebook over your posts for years.
Casey Noon
That's right. And back in the day, like 30 years ago, this was actually really important because there were these small Internet forums that were starting up. Some of them got to be bigger size. CompuServe, AOL and inevitably, somebody would be mean to another user and they would say, I'm not just suing you, I'm suing CompuServe. I'm suing AOL. I'm putting the whole system on trial. And a couple of lawmakers got together and they said, this is gonna destroy the entire Internet. Like, we need for there to be forums and not have these platforms being held liable for all these things. But fast forward to today and Kevin, would you agree that maybe there are some harms that are taking place on the Internet that do not consist entirely of people defaming one another on copusurf?
Kevin Roose
Yes.
Casey Noon
Yeah. And so this is essentially the question that get in this case, right? People say, hey, it seems like we're a pretty long way away from 1996. I'm opening up TikTok, I'm opening up Snapchat, and I'm seeing infinite scrolling feeds. I'm seeing autoplaying videos. I'm a teenager, but I'm getting barraged by push notifications in the middle of the night. And that's to say nothing of the recommendation algorithms that might be driving me toward content related to eating disorders or other things that are gonna make me sad and upset. And so some of these people get together with their attorneys and they say, this actually feels different from the thing that Section 230 was designed to protect. Right. This is not about, oh, I got harmed by this particular piece of content. This is about the design of the whole platform. The design feels defective. And the really crazy thing about these cases, Kevin, is that juries agreed with these plaintiffs for the first time. And they said, we like this theory. We think these products are defective.
Kevin Roose
Right. So this is kind of a side door that these lawyers have found around litigating on Section 2 30, which they have successfully now shown that at least in these cases, can convince a jury that it is not about what's on the social network content wise. It's about the actual sort of mechanics and plumbing of the social network that are harmful to people.
Casey Noon
That's right. And we should say that we do expect some appeals here. And until those are, you know, sort of fully exhausted, I can't tell you for certain this is the moment that the Internet changed forever. But there's been a lot of commentary over the last week and about what it would mean if these cases were upheld, because it seems like juries are just going to be really, really sympathetic to these claims.
Kevin Roose
So before we get into the implications, like, can I just ask a couple more questions about These actual specific cases, please. So what are the actual platform mechanics that are being litigated over here?
Casey Noon
Yes. So in the L A case, among the design features that were at issue were these so called beauty filters that can make you, you know, look quote unqu More beautiful if you use them. Infinite Scroll Autoplay video, these barrages of push notifications that platform sends. And also I would argue more problematically the recommendation algorithms that power the platform. And then in the New Mexico case that was much more about kind of child safety. So they were arguing that Instagram in particular had become this playground for predators. It was very critical of the fact that Meta offers end to end encrypted messaging. And the basic idea was Meta falsely advertised that these platforms were safe, when in reality children are being harmed there all the time.
Kevin Roose
So from what I understand, it was like the case was basically taken out of the playbook for going against Big Tobacco or another sort of industry that makes harmful products. You say this is harmful, and not only is it harmful, but the company that was making it knew that it was harmful and either made it more harmful or just released it as planned. Anyway, I did see some sort of exhibits that had been shown off at the LA trial, I believe, where some employees at Metta were sort of talking on their internal forums about how this stuff is so addictive for kids. That seems bad, and I imagine that was persuasive with the jury. But are there other instances where the platforms are being sort of taken to court over things that they sort of new or harming people and that they either dialed up the harm in an attempt to spike engagement or sort of knowingly release these things to the public?
Casey Noon
Yeah, so I mean, some of this research has come up in other litigation over the years, but I think this has been probably the most damaging case that we have seen. You know, the first time I remember reading a lot of these internal studies was in the wake of the Francis Haugen revelations a few years back. Right. Like Frances Haugen walks out the door of Meta and takes a bunch of this internal research with her, winds up sharing it with the Wall Street Journal, and then eventually a bunch of other reporters, including me. The reason that the research mattered a lot here, though, Kevin, was again, the plaintiffs are now building this very specific case, which is you're building a defective product.
Kevin Roose
Right.
Casey Noon
Before the past couple of years, we weren't really using this language. We weren't really adopting this sort of public health framing of a way to discuss the harms of social media. Before then, it was just kind of this more nebulous like. Like they're studying the effect of Instagram on teen girls, and it seems like some of these girls are having really bad outcomes. But we didn't really have the framing. Well, now we have the framing, and we're just saying, like, hey, you looked into it. You found that some subset of your users are having really bad experiences, and you did not change the features. And so that mattered.
Kevin Roose
Well, let's talk about the changes. So what. What would you expect a platform like Instagram or Facebook or YouTube to change in the wake of these jury verdicts? Or are they just going to wait till it all shakes out on appeal?
Casey Noon
I honestly don't know the answer to that question, and I think it's a really interesting thing to watch. The question that you just asked is really, really controversial, actually, because much these platforms do is just protected under the First Amendment. And then Section 230 also protects a lot of speech. Right. And the big debate that's, like, raging in the Internet policy community right now is, can you separate design from content? I want to get your thoughts about this, right.
Kevin Roose
Is it like the container or is it the stuff in the container that is dangerous?
Casey Noon
Yeah. And there are some people who are saying that, no, you cannot make that distinction and that effectively all design is content. Right. Like, if I want to send you a push notification, that is my right under the First Amendment. And you cannot tell me that. I cannot do that. You cannot tell me that there is a certain limit that I have to place on the depth that you can scroll in Instagram. Like, that is protected. But for what it's worth, juries are taking the opposite view. They're saying that there are at least some things which seem like are just clear, mechanical design features. And I happen to agree with them.
Kevin Roose
So let's talk about this, because I think this is maybe a place where you and I disagree, or at least where I have some misgivings about this theory. So in the case of something like cigarettes, which is a very heavily litigated field that I think a lot of this social media litigation has been modeled after, there's like an addictive ingredient, right? Nicotine. Everything that you put nicotine in becomes more addictive as a result of having nicotine in it. You know, this happens with cigarettes. It happens with vapes. It happens with, you know, nicotine pouches. If you started putting nicotine in ice cream, ice cream sales would go up because nicotine is very addictive. I think the question I have about the mechanical Addictiveness of these sort of features, like Infinite scroll, like Autoplay recommendations, is that if it followed the same principle as nicotine, then every product that has those would become way more popular. And one example I've been thinking about on this is Sora. They sort of took the playbook that was working for TikTok and Instagram and they put it onto a new app and the app did not succeed. Right. There are other apps that have tried to mimic things like the news feed, that have tried to mimic things like autoplay video or recommendation algorithms that have not taken off. And so I guess the question in my mind is like, if the litigation over social media is modeled after the litigation over Big Tobacco, shouldn't there be like some industry wide lift as a result of every platform trying to borrow the most addictive features of Facebook and Instagram and YouTube?
Casey Noon
I mean, I hear what you're saying, and I think it's an interesting point, but I think that Internet platforms just work differently than cigarettes. Right. Like, because you're right, like with nicotine, like, nicotine is just addictive. Now there are people that smoke cigarettes without getting addicted to them. Right. But probably the majority of people do. Social media platforms are an imperfect analog to those cigarettes. I believe that platforms need to be of a certain scale in order for them to be truly addictive in the way that these plaintiffs are now suing about. Right. There's something about the fact that there's hundreds of millions of people on Instagram and on TikTok creating content that creates that kind of infinite supply of things that you might potentially want to watch that is actually able to.
Kevin Roose
But now you're talking about the stuff in the container, right?
Casey Noon
Well, I think that there are many ingredients that all work together. Right, but, but, but you're raising a criticism that people are making of this lawsuit. Like, effectively. What I hear you saying is you cannot distinguish between the content. And I'm.
Kevin Roose
I mean, I think I'm open to being persuaded that you can, but to my mind, it's like one lesson that you could take from this is that it is very bad to be a popular platform that engages these mechanics to keep users coming back. But it's okay to be an obscure platform that does it because that's not gonna have as much harm. So what's really sort of at issue here is the fact that these platforms are very, very good and very, very popular at doing the thing that everyone else is trying to copy.
Casey Noon
And yes, and this is the approach that Europe has taken to regulating these platforms. Right. They have certain, like, categories. And if you are a very large online platform, then you just have more responsibility. That makes intuitive sense to me. I think the bigger and richer and more powerful you are, the more responsibility that you have to society. Right. And so in this particular case, you have companies like Meta, which we know are hiring cognitive scientists who are working very hard to figure out all the different ways that they can hack your brain to get you to look at Instagram for as long as they possibly can. It is in their interest to get you to look at Instagram as long as they possibly can. And right now, there's just no break on that at all in our society except for this litigation. So I'm so sympathetic to these juries that are looking around, they're seeing this, you know, almost completely unregulated platform, and they're saying something's gotta be done.
Kevin Roose
Yeah. So regardless of sort of what our thoughts on the overall sort of legal theory here are, like, what do you think the effects are on the platforms if this does get held up on appeal? If these platforms are found liable for millions or potentially billions of dollars in damages against all of these people who. That they were harmed by social media, does that mean that they have to, I don't know, go back to, like, the reverse chronological feed of 2008? Does that mean they have to shut off, you know, Infinite scroll and Autoplay and recommendations and all these other things?
Casey Noon
This is where it gets really tricky. And this is, like, maybe the one narrow way in which I'm sympathetic to the platforms, which is, okay, the juries have said your product is defective. What juries have not said is, here's what an okay product looks like. Right. They're saying, we don't like this sort of set of features. But they're not saying with any specificity, like, well, how do we think that these features are interacting? Right. Like, what is your actual model of the harm here? And so there is a world where the platforms feel like they have to comply and they maybe start picking off some of these features one by one. Like, okay, if you're, like, under 16, will disable Infinite scroll, for example, how much benefit does that really have to, like, the individual teenager who may be struggling? I don't know. This, of course, is why it would be great if Congress could pass some sort of law regulating this. But, you know, we're now, like, I don't know, a decade into that project and still not getting very far.
Kevin Roose
Yeah. I mean, I think one prediction about how this will change platforms and Their behavior is that if you start talking about gambling or addictiveness on an internal meta chat room, you just immediately get fired. There's just like a little button on your seat that just presses and you get ejected out of the building.
Casey Noon
Yes.
Kevin Roose
It's like, because so much of the incriminating evidence here just comes from people, like, spouting off in work chat rooms about, like, oh, it really seems like this thing we're doing is dangerous. And like, I have to imagine that if it hasn't happened already, they are just going to absolutely crack down on that kind of internal discussion.
Casey Noon
Absolutely. Well, so I want to hear a little bit more about how you think about this, because you have talked on this show many times about your own struggles to look at your phone less. This is an issue that, you know, at various times you feel like has plagued you. So how are you feeling about the addictiveness of these platforms? Like, do you buy the sort of public health framing for the way that people are talking about them these days, or do you think that this is overreach?
Kevin Roose
So. So I need to do some more thinking about the product harm arguments here and whether it makes sense to me. I am basically on board with the idea that there should be age gating for social media. I am sold on the premise that there is a certain age, whether it's 16 or 18 or 14, where sort of the most harmful effects taper off. And I think before that age, it makes total sense to age gate or at least give parents a lot more control over what their kids are able to do and not on these platforms. I think the addictiveness question is just hard for me because I feel like my sort of macro theory on all this stuff is that what is happening to social media over time is that the social part is fading away and the media part is rising in the mix. And so I think that if you start treating the design and mechanical decisions of these media platforms as harmful under the law, it just sort of leads me into a place where I become much less certain. Like, before any of this existed, there were cliffhangers on TV shows that were designed to keep you coming back after the commercial break or to the next week's episode or whatever. Those were arguably addictive features. They would keep people coming back. Is that illegal? I would say probably it shouldn't be, and it's not. So I think there is a certain sense in which the closer that social media moves to something like TV or streaming video, the blurrier the lines in my mind get between the content and the mechanics, what are your thoughts on that?
Casey Noon
Well, I have to disagree. I do think cliffhangers should be illegal because I want to know what happened. I don't want to have to wait till the fall to find out, you know, if that person is still alive. But also I do think that there are some really important differences between like, let's say YouTube and HBO Max. Right? Like HBO Max is not like going to modify the content of HBO to your individual preferences. Right. Like they're going to go pay some money for a bunch of shows and they're going to hope a bunch of people watch them. The platforms that we're talking about are doing something very different, right? They're looking across the entire corpus of like every video that's ever been uploaded to their platform and they're trying to figure out what will keep you personally here the longest. And we're going to show you that as much as we can. So I just do think that there's a kind of categorical difference here. And while I do think people should have broad freedom to, you know, look at whatever they want. But I do think that at a minimum, we should probably place an age gate on it for the same reason that we don't let 14 year olds walk into bars.
Kevin Roose
Right.
Casey Noon
Unless they're really cool and have a fake id.
Kevin Roose
So talk about the encryption piece because you had a lot about this in your newsletter that I didn't quite understand. But what is the encryption debate that's part of these lawsuits?
Casey Noon
Yeah. So here I understand that I'm coming across as being broadly supportive of these jury verdicts, which I am. But I do want to acknowledge this could lead to some really bad places. And this is why we need to handle section 230 with care. In the New Mexico case case, the Attorney General argues that a reason that Meta should be considered liable in advertising their platform as being safe for children is that it includes encrypted messaging. Right. In fact, Meta in March announced that they would discontinue encrypted messaging on Instagram in what I believe was an effort to sort of get ahead of this. What they said was, look, if you want to do use encrypted messaging, you can use WhatsApp instead. But to me, this would be like just a legitimately horrible outcome of all of this is if, like every company that now offers encrypted messaging either voluntarily decided to stop offering it or was pressured by the government to stop offering it. Because in my view, encryption is a necessary part of privacy in a world where people are mostly communicating online.
Kevin Roose
Right. Are you comfortable with all of this happening in the courts through jury verdicts?
Casey Noon
This is not my preferred way of addressing this, but I think it was inevitable, in part because the tech companies have been so obstinate about making meaningful changes to their platforms. Right. Like, societies across the world have been begging these companies for a decade, please do something to make these platforms safer and to make them less addictive and to reduce some of the harms. And instead, what we've mostly seen is a series of engagement hacks designed to get people to look at them longer. Right. And in the United States, where you cannot regulate the content of any of these apps, for the most part, you can really. You're really only left with the design. Right. You're really only left with just the raw mechanics of the app. So if the social media platforms are upset about the verdict here, I truly believe they brought this on themselves.
Kevin Roose
I mean, you asked me about my own experience of screen addiction, and I've never been sort of a total screen addict, but I've struggled, like, I think, you know, many, many other people have with, like, how much I'm using my phone, how much I'm using various apps I have come up with, with convoluted ways of trying to reduce my screen time.
Casey Noon
You once were six hours late to a hard fork taping because you wanted to find out what happened to Chimpanini Ben Anzini on TikTok.
Kevin Roose
I thought we agreed to keep that private. But, like, never in all my struggles with screen time have I thought to sue the companies that were making the apps that went on my phone. And I guess it's different when you're talking about kids, but, like, there is some part of me that just feels like. Well, it just feels like an easy way out. You know, blame the platforms. And look, I think these platforms absolutely have culpability here. I am not saying that I disagree with these jury verdicts. I think that these platforms, especially meta, have done the research, have found the harms, and that have shielded them from the public. But I just. I guess I'm. I'm thinking about my own experience of these addictive platforms being one of, like, feeling bad about myself rather than trying to, you know, find someone else to blame.
Casey Noon
Yes, but you also had the benefit of beginning to use these platforms when you were already an adult. Right. Like, your hippocampus was formed. And I think I was on Instant
Kevin Roose
messenger from a very early age.
Casey Noon
Do you really think that, like, messaging apps are, like, as addictive and harmful in the same way as, like, TikTok or Instagram.
Kevin Roose
Oh, my God, take me back to 1999. Put me on AOL Instant Messenger. I could not tear myself away from that thing. I had to put up a little message with Get Up Kids lyrics on it every time I left the computer because it was such a rare event and I wanted my friends to know that I was away from keyboard. Casey, these things were addictive.
Casey Noon
The kid got up. It's a Get Up Kids joke. Yeah. Look, I just think that messaging apps are different from these social platforms. And I think, you know, honestly, like, I will be curious, you know, you know, who knows if Instagram and TikTok will be what they still are in, like, 10 years, maybe when your son is ready or wants to use social media. But I just think that it. It probably just feels very different than when you're a parent.
Kevin Roose
Yeah. Well, Casey, are there any new social media apps that you're addicted to?
Casey Noon
It's called Claude, and it's really.
Kevin Roose
Wait, I do want to talk about the AI of this all. So obviously, every discussion on this show has to come back to AI at some point. So I'm curious, like, what effects you think this might have on some of these AI companies, because they are also trying to create experiences that are engaging, addictive, whatever you want to call it. I can imagine some of these, you know, lawsuits that are being brought against the makers of chatbots for harms. Like, it all feels like it's sort of going to converge at some point. So what's your take on that?
Casey Noon
Yeah. So Pew did a study in 2025 and found that 64% of teens now use AI chatbots. About 3 in 10 use them daily. That same survey said that the teen use of YouTube, TikTok, Instagram, and Snapchat had remained relatively stable. Right. So, yes, chatbot usage is growing. It has not yet come at the expense of the social platforms. Although, of course, I expect that we'll soon see chatbots inside all of those platforms. Right. And, like, these things will all just kind of merge together. There's something about these things where they do kind of hand in hand. And to your point, like, I think that, yes, AI chatbots will be the next frontier of this debate, because in many ways, they're much more engaging, and I think, like, will be stickier than even these platforms are.
Kevin Roose
Yeah. I mean, it just seems so obvious to me that the platform should be, like, absolutely begging Congress to regulate them, because the alternative is, like, they just get sued into oblivion. By a bunch of, you know, law firms.
Casey Noon
I mean, absolutely. Like, if I were running one of the big AI labs, I would want to have an understanding from Congress of, like, what do you consider a safe chatbot? Like, give me a checklist that I can follow because I don't want to have to be dealing with this in, you know, the next few years.
Kevin Roose
Yeah. Casey, what's an addictive engagement mechanism we could use to get people to come back after the break?
Casey Noon
Well, we could study their behavior and weaponize it against them.
Kevin Roose
Good idea. When we come back, Sebastian Malaby, author of the new book the Infinity Machine, joins to talk about demis, Hassabis, Google DeepMind and the quest for super intelligence.
Sebastian Mallaby
Most all in one HR systems are
Casey Noon
a patchwork of disconnected and manual tools. Rippling is totally automated. If you promote an employee, Rippling can automatically handle necessary automation updates from payroll taxes and provisioning new app permissions to
Sebastian Mallaby
assigning required manager training. That's why Rippling is the number one
Casey Noon
rated human capital management suite on G2, TrustRadius and Gartner. If you're ready to run the backbone of your business on one unified platform, head to rippling.com hardfork and sign up today. That's RIP P L-I N G.com hardfork to sign up. So there's a lot of noise about AI. But time's too tight for more promises. So let's talk about results. At IBM, we work with our employees to integrate technology right into the systems they need. Now a global workforce of 300,000 can use AI to fill their HR questions, resolving 94% of common questions, not noise. Proof of how we can help companies get smarter by putting AI where it actually pays off. Deep in the work that moves the business. Let's create smarter business. I believe you need to make a
Kevin Roose
huge presentation in an hour.
Casey Noon
Luckily, Adobe Acrobat uses AI to take
Kevin Roose
all your documents and generate a presentation with a single click.
Casey Noon
Build slides faster than ever before. So if you need a last minute
Kevin Roose
pitch deck, do that with Acrobat. Need to level up your presentation design?
Casey Noon
Do that with acrobat.
Kevin Roose
You have 30 plus documents that need to be simplified into a proposal.
Casey Noon
Do that, do that, do that with Acrobat.
Kevin Roose
Learn more@adobe.com Dothatwith Acrobat. Well, Casey, if our listeners read one book about AI this year, it should be mine. But if they read two books, the second one should be Sebastian Mallaby's new book, the Infinity Demis Hassabis, Deep Mind and the Quest for Super Intelligence.
Casey Noon
Tell us about this book.
Kevin Roose
Kevin, this book came out this week. It is full of a bunch of new anecdotes and stories about the work of DeepMind and the motivations that drive its CEO Demis Hassabis. Sebastian is a longtime journalist. He's a fellow at the Council on Foreign Relations and he spent a long time with Demis and the people close to him and brought us this book about what I think is the AI Frontier lab that gets the least coverage relative to its importance.
Casey Noon
Yeah, and look, I mean, Demis Hassabis is a singular figure. He's been on Hard Fork several times. But Sebastian went really, really deep and I think maybe gave us the fully featured portrait of the man that we have had to date.
Kevin Roose
And before we bring him in, because we're going to talk about AI, let's make our disclosures. I work for the New York Times, which is suing Open AI, Microsoft and Perplexity.
Casey Noon
And my fiance works for Anthropic.
Kevin Roose
Sebastian Malaby, welcome to Hard Fork.
Sebastian Mallaby
Great to be with you.
Kevin Roose
So people who listen to our show are familiar with Demis Hassabis and DeepMind. He's been on several times. What is some something non obvious about Demis that you learned through talking with him through many hours and interviewing many people who know him?
Sebastian Mallaby
I mean, I think maybe the spiritual underpinning for his scientific curiosity was interesting. You know, there was one time when we were sitting in this London park and talking for a couple of hours and he suddenly started saying, you know, when I'm up at 2 in the morning at my desk by myself thinking about science, thinking about computer science, I feel reality is screaming at me, staring me in the face, waiting for me to explain it. And he calls it the God of Spinoza, that this is the 17th century philosopher Spinoza who said that to understand nature is getting closer to God's creation. And that resonates with Demis. Maybe that's something people don't know.
Kevin Roose
That's interesting. I mean, yeah, this has been something that's come up in my own research too, is that he grew up going to church, I believe, with his mother. And I think, unlike a lot of the other AI leaders, has a way of sort of fusing the science of AI with his own spiritual beliefs. And I know some folks have seen his ambition and his many years of competing to build AGI and have seen something suspicious in that. Right. Elon Musk has this whole theory about how Demis secretly wants to be an evil AI dictator who takes over the world. And I guess I'M curious if in any of your reporting with him, you ever saw something that. That seemed like what Elon Musk was talking about.
Sebastian Mallaby
No, I mean, to the contrary, I think this idea that Demis is a, quote, evil genius, which is the one, that's the phrase that Elon used to use, came from the fact that in his video game production days, Demis had created a game called Evil Genius. And so maybe it was a joke at first, but, you know, really, I got to know Demis extremely well. I spent more than 30 hours with him. You stress test people quite deeply, as you know, Kevin, when you're writing about them. And then you might get pushback and legal threats and all that stuff. And he did make me talk to his lawyer once, and it wasn't totally easy the whole time, but he was reasonable in the end.
Kevin Roose
Wait, why did he make you talk to his lawyer?
Sebastian Mallaby
Yeah, he was very mad at the fact that I unearthed the whole story about DeepMind trying to spin out of Google between 2016 and 2019. And they retained a whole bunch of advisors, lawyers, bankers, et cetera. They got Reid Hoffman to pledge a billion dollars to finance the spin out. They went to see Joe Tsai in Hong Kong, the Alibaba co founder. Anyway, so the lawyer was not amused that I had all these internal documents from inside DeepMind which had been leaked to me, the board presentation that DeepMind gave to Google and so forth. And he said, you're not supposed to be writing about this. And I said, well, people gave me this stuff and tough. So there were moments of free and frank decided discussion.
Casey Noon
I have always believed that when a source gives you secret documents, it helps you get closer to God's creation. So that's what I would have told him. I wanted to ask another question about childhood because Demis told you that he really identified with the boy genius protagonist of the novel Ender's Game, and of relating to this feeling of being socially isolated by his own talent and consumed by a desire to make his mark on the universe. And the reason it struck me is that in this novel, Ender believes that he's doing training exercises. But then what he thinks is like a test, essentially a video game accidentally wipes out an alien species. So I wondered if you talked with him about like, why he relates to that story and in particular, if there's any relation to that and the idea of maybe trying to build a super intelligence.
Sebastian Mallaby
Well, I was astonished. You know, this was before my first dinner with him and it was still in kind of the vetting process. It was the last part of the vetting process where he agreed to give me the access I needed. And he said, you've got to read this novel before you come and see me. And so I show up, I've read this story. It's about a diminutive boy genius who basically saves humanity from aliens. And I'm thinking, does he really see himself as saving humanity by doing what he's doing with AI? And even if he thinks that, why would he be so crazy as to tell me? I mean, surely that's hubristic beyond belief. Why would you put that out there and made no secret about it? You say, yeah, you know, I feel like I identify because this guy put all of his energy and his life into saving humanity. And I feel like I'm on a mission like that. And he said, I felt so strongly about this, I gave it to my wife to read it, thinking that she would understand me better and sympathize with me. And you know what? She sympathized with the Kid Ender, but not with me. That's not fair.
Kevin Roose
Yeah. I mean, what one other character trait that comes up over and over again in reporting about Demis, and especially in your book, is how competitive he is. This is a guy who loves to win. You know, he was a child chess prodigy and he won this thing called the Pentamind, you know, five times, which is sort of like an all around gaming competition. Do you think that is part of his approach to AI? I mean, he's always talking about how he wants to use this to solve scientific mysteries and cure diseases, but is some part of it just like this guy loves to win and this is a really big contest.
Sebastian Mallaby
Totally. I mean, that's exactly right. I remember going to see him, you know, when ChatGPT was just going viral, and he said, you know, Sebastian, this is war. These guys at OpenAI, they've parked the tanks in my front yard. He actually said, park the tanks on my lawn, because he's English. But, yeah, you get it.
Casey Noon
You. You bring up the release of ChatGPT, which happens in November 2022, and I'd love to hear a little bit more about how Demis had reacted to that, because I think before that happened, Google really thought they were comfortably in the lead and did not seem to be feeling a lot of pressure to release anything. So I'm particularly interested if, in hindsight, Demis has regrets about the fact that they sort of let Sam Altman beat them to the punch.
Sebastian Mallaby
Yeah, I mean, he has an explanation more than a regret. And the explanation is super interesting. It's basically that because he studied neuroscience for his PhD, and you got to remember this is back in 2008, 2009, so nothing worked in AI, so you were starting from scratch. And one of the ideas in neuroscience is called action in perception. And this is the idea that to really be intelligent, you have to take action in the world. You don't know what it means for something to be heavy unless you pick it up. You don't know what gravity is unless you actually drop something. And so he had this idea when the Transformer paper came out in 2017 and OpenAI was starting to do the first GPT in 2018, second one in 2019 and so forth, that's not going to work. It's not going to take you all the way to powerful intelligence because language is just a system of symbols. It's not grounded in the real world. And it's not that he was wrong in the sense that now we see world models come back in 2026 as a big area of excitement and research. But back in 2018, 2019, he was missing the fact that, that a huge amount of knowledge about how the real world works is in fact in language. If you download all the language on the Internet. And he missed how much you could squeeze out of language as a training set.
Kevin Roose
Yeah, I mean, I want to run a theory by you, Sebastian, for your take, but as I've been working on my own book and about this sort of period at Google and at OpenAI and at DeepMind, it strikes me that there are sort of like two visions of what intelligence is that these companies disagree on. And in one vision, it's like intelligence is about winning, it's about optimization, it's about a contest between rival intelligences. And that's very much like the DeepMind sort of reinforcement learning paradigm, which is like AlphaGo and you know, you play a board game a bunch of times and you get better at it a little more every time. And then there's this other view which is sort of the more OpenAI sort of language model scaling paradigm, which is like, no, it's about answering questions. Like being very smart is about having the right answer to everything. Does that theory hold water with you that there's something psychological about these two approaches to AI development that actually are rooted in what we think intelligence actually is?
Sebastian Mallaby
Yeah. I would say that the DeepMind special source, right from the beginning was to try to put those two things together. It's interesting, for example, that with AlphaGo the early research on that. Ilya Sutskever contributed to do it. And of course, he was the leading practitioner of deep learning, went on to be OpenAI's chief scientist. But at the time he was working for Google because Google had acquired his boutique. The reinforcement learning people in London, working for DeepMind collaborated with the deep learning people in Mountain View, and that's what produced the AlphaGo breakthrough. So I think you're right. There are these two strands within AI of reinforcement learning, which I would describe as learning through experience, interaction with the real world through trial and error, and on the other hand, learning through data. And that is the deep learning. And for humans, you could think of it as being you can go to the library and read all the books and that would be deep learning. You're learning from data, from sort of crystallized human knowledge. Or you can go out there in the real world and learn about stuff by planting your garden and whatever. You know, actually, yeah, you can be
Kevin Roose
like Casey, who's never read a book.
Casey Noon
So I'm going to get around to it.
Kevin Roose
Learns by trial and error. Yeah. So we're sort of the two approaches here.
Casey Noon
You mentioned earlier this. I don't know if it's fair to call it a plot. It sort of seems like a plot that they had at one point after they had gotten acquired by Google to try to spin themselves out. I believe they call this project Mario. I would love to hear a little bit more about how that came about and why they didn't go through with it.
Sebastian Mallaby
So what happened was that when they sold DeepMind to Google in 2014, they had a rival offer from Facebook and Facebook actually offered them more cash. And one of the reasons they said no was that they wanted safety protections around their technology. And so they had this deal, it was going to be a safety and ethics board, and Google promised that. And they went ahead and sold to Google and they had a first meeting of the Safety and ethics board in 2015 after the acquisition. And in order to bind in the other people in the space, they got Elon Musk to host the whole safety and ethics Board at SpaceX. They got Reid Hoffman to show up. And you will notice that then these are the characters who either found OpenAI or fund it in those two. So Google wasn't best pleased, as you can imagine.
Casey Noon
I have to say that doesn't seem like a very ethical thing to do. Maybe not. The people, people I would have put on my ethics board are these characters.
Sebastian Mallaby
But it's a dichotomy, right? Dilemma. I mean, either you put people on the board who don't know what they're talking about and are not interested in AI, or they do know about AI, in which case they want to go and do their own thing because it's too exciting not to. And a fundamental mistake that Demis made in his early conceptualization of how AI would be developed was this notion that there would be one single line lab producing AI on behalf of all humanity, and therefore it could be safe because there'd be no race dynamic and you could take your time in sort of red teaming the models before you release them. And that's why he brought Musk into the tent. That's why he brought Reid Hoffman into the tent, precisely because he thought we could all be one team together. And so then what happened after? To answer your question, Casey, so what happened after was that having lost that first experience experiment in setting up a safety and ethics oversight board, Google didn't want to do another one. And really, DeepMind's project, Project Mario, was to try and force them to do more by threatening to walk out if they didn't.
Kevin Roose
Why did they call it Project Mario? Was that about the video game?
Sebastian Mallaby
Good question. I don't know the answer. Sorry, I failed to ask.
Kevin Roose
It's much better than the alternative project Wario they were working on, which was just the evil version of that.
Casey Noon
So how does Google get them to abandon in this plan?
Sebastian Mallaby
It's attrition. Sundar Pichai, his personality and his management style comes out quite interestingly in this whole story, because right at the beginning in 2015, when the first safety and ethics oversight board fails, the next idea that Demis has for how to get some independence and control of the technology is to become a bet, as in an alpha bet, when they were spitting out Waymo and some of the other side bets they had. And Larry Page was cool with this, and he was CEO at the time. But then right as these discussions were going on, he handed over to Sundar, and Sundar kind of pretended to say, oh yeah, absolutely, great idea, we should look into it. But really he was just spinning them along and had no intention whatsoever of letting Demis spin out because he recognized him as the AI talent that Google was going to need, the future. And so essentially there was this long drawn out delays here, and we should just look at some more details. And here's another term sheet. And I was given some of these term sheets, huge great documents with red lines all over them where one team of lawyers had come back to the other team of lawyers and basically by 2019, everybody was exhausted, it all fizzled out and they just moved on.
Casey Noon
There's been a lot of sort of jostling for independence within DeepMind ever since the earliest negotiations about selling to Google. Give us an update on how things are going with them now. Like, you know, when we talk to them, they present things as being, you know, fairly like hunky dory between everyone. But are there still kind of tensions and fault lines between Google and DeepMind?
Sebastian Mallaby
Well, you know, I'll give you sort of what I would regard as somewhere between probably true and unconfirmed rumor is that. All right, can I am allowed to do that?
Casey Noon
Oh, please, please. We look, we love to gossip on this show.
Sebastian Mallaby
Kidding.
Kevin Roose
Spill.
Sebastian Mallaby
So I'd say that Sergey Brin is the troublemaker here. That he one of the Google iOS, I guess it was a couple of years ago. The stage was set up for two people to be on it. There was the interviewer and there was Demis. And suddenly Sergei kind of runs onto the stage. They have to get a third chair. And then he kind of inserts himself into that conversation. And what I hear is that that was the outward symptom of a much deeper tension where Sergei doesn't really like Demis leadership on this and wants to push back against it. And I think it follows from that that the single most important business buddy act in all of capitalism today is the one between Sundar Pichai and Demis Hassabis. Because Sundar manages the board, manages the sort of high politics of Google and Alphabet, that Demis has the space, the resources, the oxygen to go do his science. And without Sundar holding that all together, we might be in a different place.
Kevin Roose
Yeah. One area where Demis has changed his mind is about the use of AI in the military. This was a big sticking point in the negotiations with Google and Facebook back when they were selling DeepMind. He didn't want their technology to be used for the military. Now obviously Google DeepMind has one of these Pentagon contracts. They're working with the military. Military. So what do you attribute that shift in his thinking to? Is it just kind of the realities of the market or needing to compete or what is it?
Sebastian Mallaby
Yeah, I mean, Demis described this to me as you mature, you get to know the real world and all that. One might say, how come you weren't mature when you sold the company in the first place? I mean, surely it was predictable. But I think that the real truth of the matter is he did not predict. I mean, it comes back to the. This Singleton Idea, which I mentioned before, he really thought there would be one lab. And in a scenario where there's only one lab, who's got the technology, then, sure, you can say to the military, you can't have our technology go away. And the problem today is, as we saw with Anthropic just now with the Pentagon, if Anthropic tries to draw a red line, OpenAI is in there like a shot and says, hey, Mr. Pentagon, what do you need? We've got it for you.
Kevin Roose
Do you want worry that Demis's competitive streak or his pursuit of science, whatever it is that drives him, will compromise his ability to develop something like AGI safely?
Sebastian Mallaby
You know, I asked myself that question all the way through my research. And in some ways, the question about can you be a strong, consequential actor in the world and still be good? Is sort of the deep question in the book. And he is somebody who really wants to be good. And I think one way of framing this question about is he being good? Will he be good? Can he be good? Is to say, should he? Will he do what Dario did, standing up to the Pentagon about red lines on military usage and surveillance? And I don't think he is going to do that. And I think the way he would rationalize this would be to say, look, you got to pick your moment with this stuff. If you make a stand. And actually, the Pentagon does what the hell it wants anyway. You didn't really make the world better. My best shot at making the world better and making AI safer is to go through the route which is the only route that can get us to AI safety, and that is government intervention, forcing safety rules on all the labs at once, because otherwise some are safe, some are not safe. And the ones that are not safe are going to screw it up for everybody. And that's the route that I think Demis wants to push. Problem is, you have the Trump administration. Administration. They just want to accelerate. And so all you can do for now, I think, is to keep this conversation alive with other governments. And then maybe when there's a new administration in the U.S. we could see a conversation.
Casey Noon
You write that Demis used to inform job candidates at DeepMind that if they signed on, they should, quote, prepare for a climactic end game when they might have to disappear into a bunker. Why would they have to disappear into a bunker? And do they still tell the job candidates that?
Sebastian Mallaby
Yeah. So the idea was when you get very close to AGI and it's super dangerous, you're going to a be Subject to potential attack by bad guys who want to steal the technology. And B, you really don't want to be distracted by quotidian real world stuff. So you disappear into the desert. Yeah, that's right. You leave your TikTok on your phone in some, I think Kevin used to lock his phone up in a box as I recall.
Casey Noon
That's correct.
Sebastian Mallaby
And so you do A, Kevin and you go and you really, really focus and you really get the AI right in the last stages. That was sort of Demis vision. And to test whether he really meant it, I was having dinner with somebody who used to be at DMIND in that period around 2015, 2016, and had now left. And I said this wasn't really true. He didn't really. Oh yeah, yeah. This guy said to me, if Demes had told me anytime when I was working at Deep Mind that I had to take the next flight to Morocco and hide, I would have said I'd been given fair warning.
Casey Noon
Wow. So the bunker is in Morocco, Just so everyone knows. Yeah.
Sebastian Mallaby
And I said, why? Why Morocco? And he said, well, you know, it's the desert and you know, the Manhattan Project was in the desert.
Casey Noon
Oh, interesting.
Sebastian Mallaby
It's the Oppenheimer syndrome.
Kevin Roose
These guys in their Manhattan Project analogies, man, I don't know if they read to the end of that story. It didn't go that well. Sebastian, you spent many years writing about hedge funds and I remember encountering your work back when you were writing about hedge funds and hedge fund managers. You're now spending time with the new masters of the universe. And I'm curious what, if any, observations you have about how those two classes of people, the AI leaders and the hedge fund managers, are similar or different.
Sebastian Mallaby
Well, I would say that the hedge fund guys playing against game inside a set of fairly well understood rules, they're not rethinking humanity, they're not rethinking everything about society. They're not changing the way we bring up our kids. They're not changing the conception of what it means to be human.
Casey Noon
Speak for yourself.
Kevin Roose
I'm training my kid to do algorithmic arbitrage. He's four, he's terrible at it. He's down 200% this year. Anyway, sorry, carry on.
Sebastian Mallaby
Yeah, but I just think that AI is so, so much bigger than some kind of event driven arbitrage or whatever you want to talk about with hedge funds.
Casey Noon
Maybe a last question for me. I have a question about the writing of this book and how you decided to frame it. It strikes me, Sebastian, that We don't know how AI is going to go. We don't know whether AI is going to turn out to cure a bunch of human disease and usher in a utopia or usher in these far darker scenarios. I think it's clear that you a lot of respect for Demis and the work that he's doing, but there's also this risk that things go really, really badly. So I'm curious, as you wrote the book, how you approach that tension and the sort of not knowing of how history is going to judge this person who you've now gotten to know so well.
Sebastian Mallaby
I thought of the book as a book about that tension. In other words, I'm trying to do a portrait of somebody who has his hands on the 21st century version of the nuclear material, who has that tingling sense of playing with something that could destroy humanity. What does it feel like when you're creating that? Can you sleep? How do you live with it? And I think I've delivered a portrait of somebody who's in that hot seat and hopefully that remains interesting for some time. And it's not something that depends on how this AI development story ends.
Kevin Roose
Well, Sebastian, thank you so much for coming on. The book is called the Infinity Machine and it is out now.
Sebastian Mallaby
Thank you Kevin and and Casey. Thank you.
Casey Noon
Thank you, Sebastian.
Kevin Roose
When we come back, a game of hat GPT. It involves snowmen.
Casey Noon
Would you like to build one?
Kevin Roose
I don't think so. I saw what happened to ol.
Casey Noon
Hard fork is supported by adeo, the
Kevin Roose
AICRM that knows what's going on. Set up in minutes. Get powerfully enriched insights and surface context on every deal. Need to prep for a meeting? Done.
Casey Noon
Got a follow up to write?
Kevin Roose
Drafted? Ready to close this deal? Just ask Addio with universal context. Addio's intelligence layer you can search, update
Casey Noon
and create with AI across your entire business.
Kevin Roose
Ask more from your CRM Ask. Try Addio for free by going to IO.comhardfork that's a T T I O.com
Sebastian Mallaby
hardfork the right technology can strengthen human judgment.
Casey Noon
That's why Deloitte brings together AI and data analytics with multidisciplinary teams who can help you connect the dots across your enterprise. From risk to operations to customer needs. So opportunities don't slip by and surprises don't spread.
Sebastian Mallaby
Because the smarter your your systems, the sharper your instincts.
Casey Noon
That's how technology makes people better at what they do best. Deloitte Together makes progress. Learn more@deloitte.com Together makes progress the thing about AI for business, it may not automatically fit the way your business works. At IBM, we've seen this firsthand. But by embedding AI across hr, IT and procurement process processes, we've reduced costs by millions, slashed repetitive tasks, and freed thousands of hours for strategic work. Now we're helping companies get smarter by putting AI where it actually pays off, deep in the work that moves the business. Let's create smarter business. IBM.
Kevin Roose
All right, Kasey. Well, we took a little break last week, and there's been a lot of tech news. So we feel like we should do a roundup and play a round of hat. GPT.
Casey Noon
Hat. GPT. Of course. The game where we put recent news stories into a hat, draw slips of paper out of the hat, discuss them, and then when one of us gets bored, we say to the other, stop generating.
Kevin Roose
And if you can't see us, we're using the Hard Fork hat. Official merch. And Casey, it appears that these are sold out in the New York Times store.
Casey Noon
Not that specific hat, which was, of course, a Hard Fork Live exclusive.
Kevin Roose
Yes, this is an exclusive. You can't get this one, but you also can't get any of the other ones.
Casey Noon
Here's the important point. You cannot get a Hard Fork hat anymore, so stop trying.
Kevin Roose
Now, someone did suggest to me the other day that we should make hard hats for Hard Fork, Like a yellow construction vibe.
Casey Noon
Well, we can wear them over to the new studio which is being built for us, right?
Kevin Roose
That's true. Do you think we should make that?
Casey Noon
Yeah, Hard Fork. Hard Hat. That's a perfect piece of merch.
Kevin Roose
Great. All right, Casey, you guys go first.
Casey Noon
All right, Kevin, this first story comes to us from 404 Media. An AI agent was banned from creating Wikipedia articles, then wrote angry blogs about being banned. I feel like I've heard something like this before. So, Kevin, once again, agents are writing blog posts. What do we make of this?
Kevin Roose
This would never happen on Grokoped. No, I. Look, I think this is just going to be the year that every system on the Internet that is built on human contribution and review is going to break. And it will break, not only because the AI tools, but because people are letting them loose onto websites where they are doing things like editing Wikipedia articles and defaming people who contribute things to GitHub projects. We heard from Scott Shambaugh about that on a previous episode. But I think this is going to be going to be a challenge. I have started talking about the inbox apocalypse that is going to hit this year, where everything that is normally sort of reviewed and Bottlenecked by humans is just going to be overwhelmed and fluttered with AI submissions.
Casey Noon
Absolutely. I mean, I'm already getting emails now every week from something claiming to be an AI agent that says, you know, it's running a company, you know, but it's always sort of like, let me know if you want to talk to my human. And I was like, you're human. Better hope I don't catch them in a dark alley, because this does not belong in my inbox or frankly, anywhere.
Kevin Roose
Yeah, yeah, I'm getting these, too. It's like. It's a total scourge. It's somehow even more annoying than the, like, faceless PR spam that you and I get.
Casey Noon
Just to be very clear, there's not one thing that anyone's agent could do or say to get me to respond to it in any way. So use that information. What you. I hope that goes into your training data. Stop generating.
Kevin Roose
All right, next up. This one comes to us from Sean Hollister at the Verge. Title I met Olaf the Frozen robot who might be the future of Disney parks. Sean reported in mid March about his interaction with an new animatronic Olaf the Snowman robot from frozen. It weighs 33 pounds. It was trained with an Nvidia GPU and is controlled by an operator using a Steam deck. But when it made its debut at Disneyland Paris, well, Casey, something happened. Should we take a look?
Casey Noon
Let's take a look.
Kevin Roose
All right. Olaf the Snowman talking, waving his stick arms.
Casey Noon
Oh, no, no, we lost the him.
Kevin Roose
Oh, off. Oh, the carrot nose falls off. Oh. Oh, it's.
Casey Noon
Oh, there's something about the way that he very slowly falls onto his back.
Kevin Roose
Oh, no.
Casey Noon
Yeah.
Kevin Roose
20 children just got lasting trauma. They're going to be talking about this in therapy.
Casey Noon
Look, what do you expect? Like, of course he was frozen. That's what the whole movie is about.
Kevin Roose
Do you want to kill a snowman? Okay.
Casey Noon
I mean, there is. It's just reliably very funny when you create an animatronic thing for a child and then it is, like, revealed to be a machine, and it just sort of feels like a Lovecraftian horror. Like something about that transition from, like a cutesy, cuddly thing to, like, its eyes are, you know, bulging out of its head and the sparks start flying out of the back.
Kevin Roose
I'll never forget the day at Chuck E. Cheese as a kid when I learned that the guitar playing mouse wasn't real.
Casey Noon
You know, Chuck E. Cheese's full government name, right?
Kevin Roose
What is it you don't know?
Casey Noon
It's. This is not a joke. It's Charles entertainment. Cheese.
Kevin Roose
Come on. I swear to God, I learned something every day from you.
Casey Noon
Stop generating. All right, now it's my turn. Well, this, Kevin, is a story about the Claude code leak. So, Kevin, what do you make of this Claude code leak?
Kevin Roose
Well, I think it's a big deal in part because the agentic sort of coding harness that is around Claud Code is really the special sauce, right? It's the model underlying it is part of what makes cloud code and other agentic coding systems good at coding. But it's really all the stuff around it, and that's what leaked. It is not the actual, like, weights or the source code of Opus 4.6 or whatever model people are running inside cloud code. It's like the sort of apparatus around it that makes it quite, quite effective. So within hours of this leak, there were people who had cloned it and set up their own versions of it. I imagine it's a very busy week over at the Anthropic legal department trying to get all this stuff taken down. But look, I think this kind of thing was inevitable. Maybe not at Anthropic, but, like, the agentic coding tools were all going to get good. They were all going to sort of reverse engineer cloud code and figure out what made it better. But I think this probably just accelerated that.
Casey Noon
When I saw this, my first thought was, right now, Kevin Roose is somewhere vibe coding cloud code code using the downloaded leaked cloud code harness.
Kevin Roose
I have not yet downloaded the leaked cloud code harness, but I have seen other people sort of taking it and then putting it on top of like an open source Chinese model or something and sort of Frankensteining their own sort of version of cloud code that they can run. And I will say, the closer I get to my rate limits on cloud code, the more I'm tempted to do something like that.
Casey Noon
That makes sense. Here's the last thing I'll say. If Anthropic is looking for a new harness for Claude, they might want to pick one up at Mr. S Leather in San Francisco. Go down in the Folsom district. Really nice options down there. All right, stop generating.
Kevin Roose
Okay. Okay, next up, out of the hat. Oh, this one is good. The AI fruit drama on TikTok that's too juicy to pass up. This one says we should watch a clip from MDC News.
Casey Noon
All right, everybody. So tonight we are taking a look at one of the most popular shows circulating on TikTok that's causing a lot of legacy, just say some Juicy drama.
Kevin Roose
Because the stars of the show are AI Generated fruit.
Casey Noon
Welcome to Fruit Love island, where eight single fruits are about to flirt, fight, and trust. Things get messy fast. The guy I want to couple up with is Ben Anito.
Kevin Roose
So this is like sort of a Love island style reality show featuring AI Generated fruits. There's a very ripped banana who is, you know, attracting attention from the lady fruits. And it's all very silly, but this is going mega vi. This is. This is the big new trend.
Casey Noon
I just watched a banana kiss a pineapple, and that's not in the Bible.
Kevin Roose
Do you think I could win a multimillion dollar jury verdict for being forced to watch that? I'm calling my lawyer.
Casey Noon
I think it's a fair question. I'll say. I. I'll say this. My mental health did not improve watching Fruit Love Island.
Kevin Roose
Watch what happens with the passion fruit in season three. All right, stop generating.
Casey Noon
This company is secretly turning your Zoom meetings into AI podcast. This one also comes to us from 404 Media. And here's a name for a company. Webinar TV.
Kevin Roose
Wow. Two great tastes. Now you're talking.
Casey Noon
That tastes better together. Webinar and tv.
Kevin Roose
Has there been a worse word in the English language than webinar?
Casey Noon
Not. That's my knowledge. Apparently, this company is secretly scanning the Internet for zoom meeting links, recording the calls, and turning them into AI generated podcasts for profit. Kevin.
Kevin Roose
Oh, my God.
Casey Noon
In some cases, people only found out that their zoom calls were recorded once webinar TV reached out to them to say their call was turned into a podcast in an attempt to promote webinar TV services.
Kevin Roose
Wow.
Casey Noon
What is happening? What is happening?
Kevin Roose
Okay, I want to start by saying, yeah, I am committed to making a podcast with you for the rest of my life. But if we ever get overtaken on the charts by an AI generated webinar TV podcast that's been trained on people's boring ass zoom meetings, I am leaving this industry.
Casey Noon
Here's why this is such great news. I think a lot of podcasters struggle with the idea that maybe their podcast, you know, maybe they didn't have a great episode. Maybe they're wondering, like, is this thing good enough to put out on the Internet? Congratulations. Because every single human made podcast is better than every single webinar TV episode that's ever been released.
Kevin Roose
Yeah, I mean, I'm just like, these have to be the most boring podcasts ever created. Like, what are you going to talk about? Is it called Action Items? Is it called Circle Back?
Casey Noon
What's the title of this podcast, Touch Base, a limited eight part series. I heard there's a great series over on webinar TV right now. It's called, oh, I think you're on mute, so you may want to check that one out.
Kevin Roose
All right, generating next out of the hat, we have North Korean hackers suspected in Axios software tool breach. This comes to us from Bloomberg and it's about Axios, not the media company.
Casey Noon
I actually would prefer to read a story about this from Axios if you have one on hand.
Kevin Roose
This is a tool, an open source tool widely used to develop software applications. This has been a big security breach. Hackers were able to breach one of the few accounts that can release new versions of Axios late on Monday and publish malicious versions. Versions. Axios is downloaded about 80 million times every week. Anyone who has downloaded the malicious version of Axios could then have their own computer and the data on it stolen by hackers. This is being attributed to North Korea. Seems really bad.
Casey Noon
Yeah, man. Like there's a lot of cyber security incidents. We'll talk about where it's like, you know, but like no personal data was stolen or like, you know, nothing sensitive was at risk. This is one where it's like, no, like everything was at risk. Like, this is one of the bad ones. And, you know, if you've been messing around with NPM over the past week, you probably need to take a look at this.
Kevin Roose
Yeah, it's really. I think this is going to be one of the biggest stories of the year is just what is happening in cybersecurity right now. I was watching this YouTube video. If you ever are, you know, need something to keep you up at night, watch a talk given by this guy, Nicholas Carlini, who's a security researcher at Anthropic, at a cybersecurity conference recently. It is like the most terrifying conference speech ever given. Because what he's basically saying is these AI tools have gotten better than almost any human hacker, any human security expert at finding vulnerabilities in tools, even tools that have been around for decades, like the Linux kernel, these language models are now finding bugs in them. And basically every piece of code that exists is going to need to be rewritten and substantially hardened because we are facing like an onslaught of, of these very sophisticated AI tools that can find every little bug and problem in them.
Casey Noon
Well, I am going to watch that talk as, just as soon as I'm finished watching Fruit Love Island. But you know, the thing that this brought to mind for me, Kevin, was that last week, while we were away. There was this anthropic leak where someone found a draft of a blog post that said that Anthropic was delaying the release of its next model so that it could share it with Cyber Defenders. Basically. To my knowledge, we have not seen something like this happen since GPT2 in 2019. One of the big labs saying, like, essentially we're afraid to release this thing because of what. What it might rot.
Kevin Roose
What it might.
Casey Noon
What is the present tense? What it might wreak. Yes, because of what it might wreak. That's wreak with a W, not with a re.
Kevin Roose
Speaking of Reing, take a shower next week.
Casey Noon
Hey, I was in a hurry.
Kevin Roose
Stop generating. Okay, you're up.
Casey Noon
Okay. So this is actually a two parter. Kevin, two stories about OpenAI recently that caught our attention. One, Sora has shut down, which was a prediction that I made at our year end episode.
Kevin Roose
Yes, you called this one.
Casey Noon
This was my low confidence prediction for the year and it's already come true by March. And then a second story, which I think actually crazily enough is related. OpenAI has apparently shelved its plans to release the erotic chat bot or sort of the like the adult mode that it said that it was going to be bringing soon to ChatGPT in an effort to boost engagement. So Kevin, dying to know what you made of those two changes.
Kevin Roose
So I think you were smart to predict the end of Sora. I think the, the story with Sora never quite made sense to me. Like it was obviously a very cool piece of technology. It was devastatingly expensive to run, is my understanding. Like generating all those short videos was like computationally quite pricey. And so I think they are making the decision to sort of spread their bets a little less and consolidate around like a few projects, one being enterprise AI, one being coding and sort of automating AI research. But I think they maybe made a few too many side bets in the past couple of years that they are now seeing were expensive and diverted resources away from the core.
Casey Noon
I, I have to say I was personally really glad to see both of these changes like, like the release of this infinite slop feed app last year and the, the company saying that they were going to release this adult mode while they were still having all of these issues with like psychological problems that some of their users were experiencing as a result of getting a little too close to their ch. I just thought both of those seem like really irresponsible moves and just like contrary to what they said their mission was. So I was actually just really happy to see them say, you know what, we're not doing any of these things anymore. Like, I think that was the right move. Now, did they do that out of the goodness of their heart and some sort of like, you know, moral awakening that they had? No. They saw Anthropic, which had started to print money because Claude code was taking off, and they said, we want to get a piece of that. But hey, whatever it took, I've glad it's happening.
Kevin Roose
Yep. Stop generating last up in the hat. Kalshi announces itself as the safe, regulated prediction market in a new ad campaign. Kalshi has recently been putting up green ads around D.C. and I've actually seen them in San Francisco. The first one says, rule number one, Kalshi bans insider trading. The second one says, rule number two, we don't do death markets. Casey, your take.
Casey Noon
Rule number three will always shoot you in the front, never in the back. Who are these people? What? Like, these ads are raising a lot of questions already answered by the ads.
Kevin Roose
Truly. Truly. It's. It's just so funny to me. Like, you know, I went to this prediction markets conference, like, several years ago.
Casey Noon
You were going to bring this up, but go ahead. And like, people from Cal State were
Kevin Roose
there people from Polymarket, were there people from all these, like, you know, obscure, like, prediction works? And it was like 50 people, it was like, who were interested in this stuff. And it wasn't legal at the time. And so they were all using like, sort of play money and like workarounds. And it just seemed like, like no part of me was like, in three years, this will be the dominant industry in America and they will be taking out bus ads to tell people that they don't do death markets.
Casey Noon
I know, but at the same time, I keep reading all of these, like, stories and blog posts, posts that are like, you know, why is this generation turning to prediction markets? Is this, like, really the only future they see for themselves? It's like, no. They used to be illegal and now they're legal. People love to gamble. If you let them, you are now letting them gamble. So that's why they've hooked this younger generation.
Kevin Roose
Yeah. You don't think it's because of the information harnessing potential and the wisdom of the crowds?
Casey Noon
I really, I'm still waiting for the wisdom of the crowds on a couch market to improve my life.
Kevin Roose
Yeah, well, you're not going to find it when it comes to death or insider trading.
Casey Noon
Casualty rule number four, gambling is bad. That's the ad I dare them to put up let's close the hat. Case up. The old hat. That was hat jpt Lot lot going on.
Kevin Roose
Lot going on. Busy week, busy week. Never a dull day here in Silicon Valley.
Casey Noon
No s. Hard fork is supported by
Kevin Roose
adeo, the AICRM that knows what's going on. Set up in minutes. Get powerfully enriched insights and surface context on every deal.
Casey Noon
Need to prep for a meeting?
Kevin Roose
Done. Got a follow up to write? Drafted? Ready to close this deal? Just ask. With universal context, Addio's intelligence layer, you can search, update and create with AI
Casey Noon
across your entire business.
Kevin Roose
Ask more from your CRM Ask Try Addio for free by going to that's
Casey Noon
attio.com hardfork the right technology can strengthen human judgment. That's why Deloitte brings together AI and data analytics with multidisciplinary teams who can help you connect the dots across your enterprise. From risk to operations to customer needs. So opportunities don't slip by and surprises don't spread.
Sebastian Mallaby
Because the smarter your systems, the sharper your instincts.
Casey Noon
That's how technology makes people better at what they do best. Deloitte Together makes progress. Learn more@deloitte.com TogetherMakesProgress. The thing about AI for business, it may not automatically fit the way your business works. At IBM, we've seen this firsthand. But by embedding AI across hr, IT and procurement processes, we've reduced cost by millions, slash repetitive tasks and freed thousands of hours for strategic work. Now we're helping companies get smarter by putting AI where it actually pays off. Deep in the work that moves the business. Let's create smarter business. IBM Hard Fork is produced by Whitney Jones and Rachel Cohn. We're edited by Veren Pavic. We're fact checked by Caitlin Love. Today's show is engineering engineered by Chris Wood. Our executive producer is Jen Poyan. Original music by Alicia But Itube, Marion Lozano and Dan Powell. Video production by Sawyer Roque, Jake Nichol and Chris Schott. You can watch this whole episode on YouTube@YouTube.com hardfork Special thanks to Paula Schumann, Pui Wing Tam and Dalia Haddad. You can email us@hardforkytimes.com with who you're rooting for to win. Fruit Love Island. I've got my eyes on the Kiwi. The world of business is constantly evolving and Comcast business keeps you in step
Kevin Roose
with secure AI backed networking in more
Casey Noon
than 100 countries, powering 90% of the
Sebastian Mallaby
Fortune 500 and millions of small businesses.
Casey Noon
And behind it all, thousands of experts answering your call at 2am like it's 2pm1 partner. That's it. Powering how business gets done for companies around the globe. When you add it all up, no one does business like Comcast Business.
Host: The New York Times
Episode Date: April 3, 2026
Hosts: Kevin Roose & Casey Newton
Special Guest: Sebastian Mallaby (author of The Infinity Machine)
This episode dives into three major themes:
Addictive Design and Legal Reckoning for Social Media
A discussion of landmark jury verdicts against Meta and other social platforms regarding addictive product design—potentially changing the legal foundation of the internet.
DeepMind’s Pursuit of Superintelligence
Sebastian Mallaby joins to reflect on his deep reporting about Demis Hassabis, the inner workings and culture of DeepMind, and the race for AGI (Artificial General Intelligence).
HatGPT: Tech News Roundup
The hosts play their recurring "HatGPT" game, drawing recent oddball and significant tech stories from a hat for rapid-fire commentary.
Timestamps: 02:16 – 26:27
Kevin and Casey analyze two recent jury verdicts:
Both cases hinge on legal theories focusing on platform design as defective and harmful—sidestepping traditional Section 230 immunities.
Legal Theory & Section 230 "Crack"
What Features Are on Trial?
Public Health Framing
Addictiveness as a Product Flaw
Content vs. Container Debate
Implications if Appeals Fail
Encryption & Privacy Concerns
Children as a Special Case
Timestamps: 28:38 – 52:44
Sebastian Mallaby, author of The Infinity Machine, joins to discuss Demis Hassabis’ intellectual and spiritual motivations, DeepMind’s internal culture, its strained relationship with Google, the nature of AI safety, and the industry’s personal dynamics.
Portrait of Demis Hassabis
DeepMind’s Corporate Drama
AI Paradigms: Competition & Safety
The "Bunker Scenario"
Comparing Hedge Fund and AI Founders
Writing about an Unwritten Future
Timestamps: 54:51 – 71:59
The hosts play their signature rapid-fire segment, "HatGPT," commenting on recent tech stories—ranging from the serious (security hacks) to the surreal (AI-generated fruit reality shows).
AI Agent Banned from Wikipedia (56:17)
Disney’s Olaf Robot Meltdown (57:40)
Claude Code Leak (59:42)
Fruit Love Island (61:21)
Webinar TV: AI Podcasts from Zoom Meetings (63:00)
Axios (Software) Major Cybersecurity Breach (64:36)
OpenAI Sora Shutdown & No Erotic Mode (67:36)
Kalshi "Safe Prediction Market" Campaign (69:55)
On social media litigation:
“The juries have said your product is defective. What juries have not said is, here's what an okay product looks like.” – Casey (15:41)
On AI leadership:
“He is somebody who really wants to be good... But can you be a strong, consequential actor in the world and still be good?” – Sebastian (47:10, paraphrased)
On cybersecurity anxieties:
“These AI tools have gotten better than almost any human hacker... Every piece of code that exists is going to need to be rewritten.” – Kevin (65:23)
On the future of tech content:
“I just watched a banana kiss a pineapple, and that's not in the Bible.” – Casey (62:18)
For those who missed the episode: