
“I feel very strongly that the First Amendment is under the most direct threat that any of us will ever really experience.”
Loading summary
Vanta Ad
Whether you're starting or scaling your company's security program, demonstrating top notch security practices and establishing trust is more important than ever. Vanta automates compliance for SoC2, ISO 27001 and more. With Vanta, you can streamline security reviews by automating questionnaires and demonstrating your security posture with a customer facing Trust Center. Over 7,000 global companies use Vanta to manage risk and prove security in real time. Get $1,000 off vanta when you go to vanta.comhardfork that's vanta.comhardfork for $1,000 off.
Kevin Roose
Casey, what's going on?
Casey Newton
Well, I have really changed my feelings about Blue sky in the past week. Yeah, you know, before last week, I have to admit, while I did use it and I did occasionally see stuff on there that I thought was like really funny or interesting, the feed was so political that I had just so written it off as not for me. But then something really powerful happened, Kevin.
Kevin Roose
What's that?
Casey Newton
Which is that my following doubled in four days.
Kevin Roose
Mine too. I got like a weird number of followers.
Casey Newton
I mean something is happening. There is something in the water. And what I think is funny about it, Kevin, is that my own experience reminded me how truly small minded and petty we are about these social networks. Because we will speak in such lofty terms about, well, you know, here is kind of the vibe of the site and well, this one, you know, suppresses political content and you know, oh, I hate all the ads over there. At the end of the day it is how many followers do I have and how many little Internet points did I get for making my little quip? And wherever the number is the highest, that is where you will find me. And that is all to say, please follow me on bluesky.
Kevin Roose
I'm Kevin Uruse, a tech columnist at the New York Times. I'm Casey Noon from Platformer and this is Hard Fork.
Casey Newton
This week, the future of the Internet could look very different next year. The Verge's Nilai Patel joins us to talk about President Elect Trump's pick for the head of the FCC. Then a new study found that ChatGPT outperforms doctors in diagnosing some diseases. One of the study's authors, Dr. Adam Rodman, is here to discuss the future of medicine. And finally, court's back in session. Kevin, it's time for a hard fought crime division.
Kevin Roose
I rest my case.
Casey Newton
No, you don't rest your case at the beginning. That's at the end.
Kevin Roose
Sorry, adjourned.
Casey Newton
No, no. Stop it.
Kevin Roose
Where's my gavel you're ruining the show.
Casey Newton
Well, Kevin, let's get started this week with a car crash.
Kevin Roose
Oh, yeah, yeah.
Casey Newton
Brendan Carr has crashed into the news as the next potential chairman of the Federal Communications Commission.
Kevin Roose
Yes. So obviously in the post election period, President Elect Trump has been announcing many of his picks to lead top agencies. And the one that really stuck out to me, that I thought was relevant to the topic of our show was his pick to lead the Federal Communications Commission or the fcc. Who's a man named Brendan Carr.
Casey Newton
Yes. Brendan Carr is a Republican. He's been on the FCC since 2017, and the FCC has five members on it. And collectively, they do control broadcast media in this country. They have a lot of legal authority to do that. They have less legal authority over the future of the Internet. But Brendan Carr is somebody who has a lot to say about how he thinks the Internet should work.
Kevin Roose
Yeah, he's a real activist in some of these debates about Internet regulation. He's been very vocal about going after big tech, as he calls it, for their political bias and what he views as anti conservative censorship. He's constantly picking fights with people online and sort of defending his vision of an Internet free of left wing censorship. And he also, also starts every day, literally every single day, by posting on X Good morning and God bless America.
Casey Newton
And you know, up until recently, I think, you know, if you're somebody who does not agree with Brendan Carr on these issues, it has been easy to dismiss him as a crank. But within a couple of months, he is going to be a person potentially shaping Internet policy in this country. And whenever Internet policy issues are in the news, I want to know what Nilay Patel thinks. Nilay was my old boss at the Verge. He's a co founder of the Verge. He is also, also a formidable podcaster and one of our greatest adversaries in the realm of podcasting. As the host of Decoder and the Verge cast. And Nila has been writing recently about what the arrival of Brendan Carr as chairman of the FCC could mean for not just the Internet, but for speech in America in general.
Kevin Roose
Yeah, Nilay thinks that we are headed into a truly scary and dark timeline with the appointment of Brendan Carr at the fcc. And as someone who has not followed Brendan Carr's career super closely, I'm very curious to understand why, why he thinks this man poses such a threat to the future of the Internet.
Casey Newton
Yeah, we're going to hear about that, but we're also going to ask him for maybe some more empowering thoughts that we can bring into this Next chapter in American history. So with that, let's bring in Nilai Patel. Welcome to Hard Fork Nilay. It's great to have you here. And I want to get started with some basic background information. Who is Brendan Carr, and why does Trump see him as a, quote, warrior for free speech?
Nilay Patel
Yeah, Brendan, he is an extremely online commissioner of the fcc. He was appointed by Trump. His view is that the FCC should spend a lot of time regulating not only the traditional purview of the fcc, which is wireless spectrum and broadcast television, but also big tech companies. And he's got a lot of ideas about how he might get that power and then how we might use that power. But really what you have is a guy who likes going on Fox News and Twitter and railing about how there's a censorship cartel in big tech and it should be crushed. And I think Donald Trump likes that a lot.
Casey Newton
So most people probably don't think of the FCC as a very powerful agency in their daily life. But, Neil, there was a time in recent American history where it did play a larger role. So tell us a bit about the recent history of the FCC.
Nilay Patel
So most Americans, I think, in 2024, never think about the FCC. Especially the last five years, the FCC has really receded. It has been sort of a neutered agency. No one trusts it anymore to do the things that people want it to do. That has not always been the case. If you go back 20 years, the FCC is a cultural force in America. And this really hit its peak with Janet Jackson at the Super Bowl, Justin Timberlake.
Kevin Roose
Nipplegate.
Nilay Patel
Yep. He rips off the corset, the bodice. America is forced to endure, like, half a second of a nipple, and the world goes crazy. And if you remember the George W. Bush administration, like, hated nipples. Right. John Ashcroft is George W. Bush's attorney general. He covered, famously covers up the statue of lady justice at the doj, because God forbid, lawyers see nipples. It's just a very weird time in America. And all of this is based on the dominance of broadcast media. Most Americans at this time get most of their media from broadcast television and radio stations over the airwaves, right? You hang up an antenna, you get NBC or CBS or abc. You hang up an antenna in your car, you get whatever local radio station. And that spectrum is owned by the government, and it's licensed out to these broadcasters in the public interest. And that's really where the FCC's authority comes from. And there's like, a long string of Supreme Court cases that basically add up to the spectrum Belongs to the people. The government gets to make rules based on the spectrum. And Americans do not want nipples on their public airwaves. So, like, we're going to, we're going to freak out about this. So this is like the high point of the FCC as a cultural force. And what happens during all of this is the iPhone comes out and YouTube is introduced and podcasting is introduced, and Americans, by and large, switch to cable television in huge numbers. They stop watching broadcast tv, they stop consuming this content. So the FCC itself says, we have to get out of this business. We have to be out of the speech policing business. Michael Powell, who's Colin Powell's son, is chairman of the fcc and he's like, we gotta stop this. These broadcast providers, they're not competing with each other. They're not the dominant force. They're competing with cable television.
Kevin Roose
And cable television is not regulated the same way as broadcast television because it doesn't go over the air on this sort of publicly owned spectrum.
Nilay Patel
Right. It's on Comcast wires, not the Publix airwaves. You know, he's a Republican FCC chairman. He's like, we're making these really weird rules for these companies. We have to get out of this business and we need to get into the business of broadband deployment. And this has largely been what the FCC has been focused on since 2011, 2012. That's where you get the big net neutrality fights.
Kevin Roose
And net neutrality, just for people who are not steeped in this, the history and the context here is basically the rules that say, what if you're a Comcast, if you're, you know, an Internet service provider, you cannot dictate what goes over your pipes. Right. You can't impose, you know, censorship or speech regulation at the level of the Internet service provider. You are just supposed to be like the dumb pipes. That, that is essentially net neutrality, correct?
Nilay Patel
Yes. And it's really predicated. And I see that you're going to have massive competition for Internet content, which turned out to not be the case. Right. You, you only ended up with a few, a few giant platforms. You ended up with YouTube and TikTok and Meta. Like those are your choices. So something very weird happened along the way of the Internet where we recreated the dominance of broadcast television. Just a handful of giant companies that control most of the media in the country, without any of the legal foundation for how the government might get involved in that content. So this is like the, this is the stage we're in, right? We unwound this previous dominant broadcast media regime where we had pretty overt speech policing all the way to, well, if you want to see a nipple, the Internet will provide you a nipple at any time. And, like, no one cares anymore. But you still have a lot of people who are very interested in how the platforms moderate and the political biases of these platforms. You have a very active right wing which is insistent that any moderation at all that disfavors them is a moral catastrophe that should be stopped with the full weight of the government. And this is where you get Brendan Carr, who up until recently was a pretty normal, if somewhat overly online deregulatory force. That's his worldview until a couple years ago, when the big push for, well, we should start yelling at Mark Zuckerberg more to make sure the algorithm favors conservative viewpoints, or at least doesn't overtly favor liberal viewpoints. Brendan takes this up, and in the sweep of this history, you can see that what he wants is to be an old school chairman of the FCC where if you're mad about nipples on Instagram, you can write him a letter and he will have the power to fine or otherwise penalize Meta. And that is just the wheel that is turning right now.
Casey Newton
And so I think that gives us a good sense of, like, what, what this person's worldview is and what he might do if he had that sort of power. I guess the next logical question then, Nilay, is, does he have this power? Is any of this authority in the fcc? And if it's not, you know, what do you expect him to do about it?
Nilay Patel
Yeah, I hope, I hope I did a good job of laying out what feels like a logical pendulum swing. Yeah, but actually, legally, none of this makes any goddamn sense. Like, in a very real way, he does not have this power. And he was the author of the Project 2025 chapter on the FCC and what you might do with it and how you might use it. Notably, Project 2025 does not say we should dismantle the FCC like it says we should dismantle every other agency. Brendan's chapter of Project 2025 says the FCC should get even more power. It should be even more involved in things.
Kevin Roose
The chapter that he wrote, I think most People Associate Project 2025, this is a sort of document, this roadmap for a second Trump administration that was put together by, you know, some. Some conservative think tanks and groups. And I think most people associate it with advocating for rollbacks on, you know, abortion and other social and cultural. It actually does have this sort of interesting part about the FCC and how Brendan Carr specifically wants to regulate the Internet. And a lot of what's in this chapter is, you know, boring sort of normal FCC chair stuff about spectrum auctions and rural broadband access and stuff. But he starts with this thing about sort of reigning in big tech. So Nilay, what is Brendan Carr's idea, his big idea for how to rein in big tech?
Nilay Patel
I want to be very clear. My personal opinion of Brendon Carr is this man is incapable of having big ideas. I do not have a high opinion of Brendan Carr, but his idea is the same idea that everyone else has, which is we should Mess with section 230 until the platforms do what we want.
Kevin Roose
And section 230 for people who are not experts, is the part of the federal law that basically shields online platforms from legal liability over user generated content. Right. So if you post something illegal on Instagram, the government can go after the poster, but it can't go after the platform.
Nilay Patel
Yeah, I appreciate that. You think there are hard fork listeners at this point who don't know what section two?
Casey Newton
There might be a few.
Nilay Patel
Section two. The stakes of messing with 230 right now are, do you want YouTube to exist? Those are the stakes of 2:30. Right. Do you want any user generated platform to exist at scale? Because if you make Google liable for the content on YouTube, there will quickly not be content on YouTube. You will actually turn them back into cable companies. So these are existential stakes.
Kevin Roose
And Brendan Carr does not propose getting rid of section 230, interestingly, as some conservatives have done, he doesn't say we should repeal the whole thing. What he says instead is we should sort of limit these court added extras that judges have piled on top of section 230 to sort of extend the shield granted by the original law.
Nilay Patel
Right. And that's the part that is wholly nonsensical, like it is a fantasy. So first of all, Section 230 is a law Congress wrote. It's famously 26 words long. And it has gone to court numerous times in numerous ways. And the courts have uniformly upheld the IDEA that these 26 words are there to keep platforms from being liable for what their users post over and over and over again. There's not a bunch of court added additions to this that just doesn't exist in the law. Second of all, even if there was, you get around that by Congress doing more stuff, you don't get around that by being an unelected chairman of an agency most people don't give a shit about and just issuing decrees about what the law means that's just not. That's fully not how it works. And the courts in this country, particularly the conservative justices of this country, do not believe that agencies should have any power. So even if you're Brendan Carr, not only does he not have that power, if he tried to use that power, he would run right into the conservative legal movement, which is trying to defang the agencies in a very specific way. So it's just. None of this makes sense, except, well, if I can wield this weapon over the big platforms, they might do what I say anyway. And that is very much the animus of every attempt to modify 230. No one's actually saying we should get rid of this law that allows YouTube to exist. They're saying if we threaten this law enough, YouTube's Trust and Safety team will moderate YouTube the way we want.
Casey Newton
Which I think in practice probably has happened. I think platforms have been responsive to those sorts of threats. If you're the sort of person who likes net neutrality, you like section 230 Nilay, I feel like people might hear what you're saying and be excited about it. They think, okay, cool. So this man is. He's sort of, you know, like banging pots and pans and trying to get everybody all scared, but there's really not a lot of legal basis for what he's threatening. So maybe you might feel relieved. At the same time, I feel like we're in a world where we can rely less on judicial precedents than we've been able to in the past. So many things that seemed like a slam dunk either turn into a coin flip or the Supreme Court decides to throw out decades old precedent. So as we move into this new world, this new Trump administration, how are you thinking about that risk and how the Internet may change just because we might be sort of living in legal chaos land?
Nilay Patel
I feel very strongly that the First Amendment is under the most direct threat that any of us will ever really experience. The rise of the Internet that we know coincided with a period of pretty unfettered expression, right? The government was told not to regulate the Internet. This phrase came up over and over again. Leave these companies alone. We're going to let a thousand voices bloom. We're going to get over a lot of weird indecency ideas we have about media in general. More people have more access to speak. That is an unqualified good thing, and we are going to leave that alone. And that is an interpretation of the First Amendment, or at least a First Amendment environment that I think most people are used to right now. That is our expectation. Those walls are going to come in closer. What you are getting out of the Brendan Carrs in the Trump world version of the First Amendment is closing in. Is my political opponent should be silenced or the platform should make sure to favor us. And we will wrap it up in what sounds like a defense of free speech, but actually what it is is punishment. And you see that over and over again. You see it expressed as punishment. You see Elon Musk, who runs an ISP in this country, saying, starlink, Starlink saying, the hammer of justice is coming for people who publish election hoaxes. Well, lying is legal in America. It's just fully legal. Hate speech is legal in America. We've run this all the way up to the Supreme Court multiple times. And it's just legal to lie. It is legal to be racist. We allow. The government does not punish these things because we expect the market to punish these things.
Casey Newton
Yeah. I mean, on that front, Car recently sent a letter to the CEOs of four big tech companies, so Apple, Meta, Microsoft, and Google, blaming them for what he called an unprecedented surge in censorship, warning them that they might face investigations not just for their own content moderation, but for work they do with third party groups like NewsGuard, which do ratings for news sites around bias and accuracy. Do you see that as just kind of more pure intimidation?
Nilay Patel
Yes. But, Casey, I'm curious. You live in this world. You've covered trust and safety a million times. This idea of groups like NewsGuard, where you have this appeal to a third party that will tell you how biased your news is, has always been problematic. Yeah, but do you think the government should have a role to play in telling you how biased to.
Casey Newton
I mean, you know, like, what. What activity could be more protected by the First Amendment than saying, like, I think this website is biased. You know, like there, there is. There is no even theory of harm there. Right. Like, I can, I can see how a car and his allies would come along and say, oh, there's this like, giant censorship apparatus. But in practice, you know, sites like NewsGuard aren't even particularly widely used. Right. And there are all kinds of these rating services that I think most people basically ignore. But to me, that's actually what makes it scary, is this thing that isn't even that influential, you know, is suddenly the target of an FCC commissioner who is now threatening platform owners saying, do not work with these people. I mean, to me, that seems like the much greater threat to speech than, you know, some website that says Fox News Leans conservative.
Nilay Patel
Right. And the piece of that that really worries me is there's no legal mechanism to mess with these big companies. We're all basically nation states unto themselves. Like, you can fire threats at Jeff Bezos all day. He's going to get on his yacht and sail away from you as fast as he can with his forced support, yachts in tow. And he'll just be waving at them from the beach. Fine. But there are speakers in America where Brendan will have the power. Right? So the actual broadcast networks still use the spectrum. And Kamala Harris shows up on Saturday Night Live. And Brandon Carr gets to yell about revoking the broadcast licenses of NBC, which also makes no sense because it's the stations that have the licenses, not NBC proper. And he knows that. But it doesn't matter because he can go on Fox News and say, I'm going to revoke NBC's broadcast license for having the temerity for a presidential candidate to be on their program, even though, like, the next day, Trump was given free airtime during a NASCAR race. Right. Which is the rule that the government has. And NBC is very good at fulfilling this rule because they've been a broadcaster for 5,000 years.
Casey Newton
Yes.
Kevin Roose
I have two questions about this letter that Brendan Carr sent to these big tech CEOs. One of them is the ones that he included were somewhat mysterious to me. So I get why Meta and Google are on this list. Conservatives have been mad at those two companies in particular for years about perceived censorship. But what are Apple and Microsoft doing on this list? What kind of objectionable content moderation are they doing in Brendan and Carr's eyes?
Nilay Patel
Apple runs the App Store, and in order to have an app on the App Store, you have to pass Apple's rules of acceptable moderation. So I think famously, Parler was kicked off the App Store. Gab was kicked off the App Store because they were allowing all kinds of stuff to go by. Apple doesn't want this to happen. If you're a Brandon Carr and you want to make sure that no one gets to control Speech for America except for you, the person who runs the App Store is your greatest enemy because he can keep the platforms off of phones entirely. Microsoft runs a bunch of big platforms. Sure, you might be worried about Bing, but they are also a huge developer of AI. And I think CAR is smart enough to know that the next turn of all of this is what the AI search results are. And if the AI starts to say, hey, this is misinformation. If Grok on X literally says Elon Musk is the greatest source of misinformation on X, which it has said recently. That's a big problem. And I think putting these companies on notice that, you know, you don't want quote, unquote, woke AI is a big deal for all of these players.
Casey Newton
Yeah, you mentioned the broadcast licenses a minute ago. I wanted to pick that up again because you also established earlier that the FCC does have a bit more legal authority with them. So, you know, I agree with you. It seems like nonsense to say, well, one candidate is allowed to appear on tv, but the other isn't. But at the same time, I also do expect that they will continue making those threats. So what sense can you give us of how easy is it for someone like Brendan Carr to wreak havoc with these broadcast networks, and what do you expect there?
Nilay Patel
I think it's tremendously easy for him to wreak havoc with the broadcast networks, not because of the law, but because they are inherently weak counterparties. At this moment in American media history, they are dying. This is a historically low moment for broadcast television viewership. And even the things that were keeping it alive, the NFL are moving to streaming. This is a historically low period for cable television viewership, which is how a bunch of these TV networks are making all their money. We'll see. It just. Does anybody there have the fight? Because they could win. I honestly believe if they wanted to win these fights, they could body up against Brennan Carr and say, look, we're not going to do speech police in America and we're also complying with the rules. Right. Fully, we are in compliance with the rules, but I don't think that matters in a world where the businesses are dying. The executives just want to cash out and leave, and the audiences don't care because they're not watching anyway. And that is very, very dangerous when I say that I think the Brendan Carr FCC embedded in the Trump administration represents the biggest threat to free speech that any of us will have ever experienced. That is the mechanism. It's the chilling effect with the power they have, combined with their obvious desire to create new power.
Kevin Roose
Yeah, I think that's right. And I think media executives have not quite fully internalized the degree to which the people who are about to take power in this country are obsessed with destroying them. And I think this is quite different, actually, than the first Trump term, when there were also sort of these grave proclamations about what would happen to the media. But largely, media was fine, or at least there were pockets of it that had a Trump bump from the first Trump term. I think this is different because I think for the people who now are gonna be running the country, including people like Elon Musk, this is not just something he thinks about occasionally. This is one of his driving priorities in life, is to delegitimize and undercut and ultimately destroy what he sees as the legacy media. But I'm also just curious, Nilay, as a person who does understand what's coming, does think about this stuff? Like, how do you operate in an environment like that, aside from just hiring lawyers to deal with a bunch of bogus defamation claims? Like, what should you do?
Nilay Patel
Well, first of all, Kevin, I'm curious if you think the legacy media continues to exist. Like, my view is that it's already dead, right? Like, what this election showed is that actually Trump's mastery of the YouTube podcast format was much more relevant than whatever happened on ABC News, like, fundamentally. And so I don't want to spend my time worrying about a thing that has already destroyed itself. And so it's like, the real question that I have is if our media is all going to be a bunch of independent creators on YouTube or independent podcasters buffeted by Spotify's ad rates or whatever, how will those platforms apply this pressure to our speakers in response to the Trump administration? And will anybody even be able to follow the causal line of, like, Brendan Car yelled at cbs? So the person who runs podcasts at Spotify made sure to promote the Daily Wire more than something else?
Kevin Roose
I mean, do you think we would ever see something like an equal time mandate for YouTubers where, like, if Jake Paul does a video praising Donald Trump, he also has to do one praising whoever's running against Donald Trump?
Nilay Patel
I hope not. Elon Musk likes to say he's a free speech absolutist. He is not, but I might actually be one. I have a lot of complicated thoughts about this lately, but. But I don't think that we should overcome our own First Amendment in that way. There are laws in other countries that are wacky. In India, there was a law proposed that said if you had a YouTube channel over a certain size, you had to register with the government for preemptive regulation. Imagine how the heavily armed American population would react to that idea in this country.
Kevin Roose
Yeah, I only support regulating YouTube channels like Cocomelon, which are a plight on that's kids.
Nilay Patel
Right? If you go and ask politicians of both sides, no matter how credible or consistent or cynical you think they are, you go and say, where can you find a hook that allows you to overcome the First Amendment and pass some speech regulations that everyone will agree on. They will point to children's content universally. And that's why the Kids Online Safety act exists. Right? That's why, hey, we should make sure that at least this group of people that cannot protect themselves, and we don't think they can make choices in the market to benefit themselves, we protect them at the platform level. And that is also why the platforms are fighting against it so hard. Right? Because they don't want to accept that responsibility. But that's about it. There's not a world in which we agree that there should be such a thing as the Fairness Doctrine for podcasts, because the solution is to just have more podcasts. Right? And that basically is this. Like, there's an infinite amount of podcasts, and that should be.
Kevin Roose
There truly are not, Neil, you know, you have two. I mean, we can keep creating podcasts in this country will fix free speech.
Nilay Patel
By just starting new podcasts every single day. But that's. But that's what I mean. You can either have competition or you can have regulation. And up until recently, our solution has been competition. And I think what we're all kind of realizing, or maybe waking up to, is actually the recommendation algorithms, you know, the TikTok for you algorithms, they're putting much more of a thumb on a scale than anybody can realize or quantify or see or even research, because the APIs aren't open. And maybe that's the thing we need. Like, maybe that's where we should point our regulatory effort is saying, you need more competition there. Because otherwise you start to get into this really dicey space where you are regulating the content itself, which is what Brendan Carr is trying to do. And I just think no matter if you're super conservative or super liberal, that's too dangerous. The government should not have that power.
Kevin Roose
Well, on that cheery note, look, I'm.
Nilay Patel
Just telling you the empowering thing. Whenever you see a government regulator being like, we should do some speech regulations, just say they're bad. It's great. It's like the most American thing you can do to look at the speech police and say, ned, leave. And it feels good. And there's just. I promise you, I promise all listeners, there's something deeply empowering about that that you can express at almost every turn of your life.
Kevin Roose
Yeah.
Casey Newton
All right, we'll give it a shot.
Kevin Roose
All right. Thanks, Nilay.
Casey Newton
Thanks, Nilay. This was great. Thank you so much.
Kevin Roose
When we come back, we've got a doctor's appointment. We'll talk to One of the authors of a new study showing how effective ChatGPT can be in diagnosing disease.
Casey Newton
How much is the copay?
Kevin Roose
I think it's 20 bucks a month.
Casey Newton
Elise. We've seen how industries can change in the blink of an eye. It's true, Josh.
Elise Hu
One minute you're the top video rental.
Casey Newton
Store in the world, and the next, nobody even knows what a video rental store is. Some enterprises can't handle change.
Elise Hu
Others are built for it.
Casey Newton
On Built4Change, we talk to the business leaders who've embraced reinvention to thrive in turbulent times and come out on top.
Elise Hu
So what can you learn from three inventors today?
Casey Newton
Check out Built for Change, a podcast from Accenture.
Kevin Roose
Wherever you get your podcasts.
Vanta Ad
With Instacart, you can get all your holiday essentials delivered in as fast as 30 minutes, whether it's the white elephant gift everyone will want to steal or the secret ingredient that makes great Grandma Jo's cookie recipe so great. Just download the Instacart app to find recipes, shop ingredients, and whip out dishes so delicious, your aunts and uncles will forget to ask about your love life. Enjoy free delivery on your first three orders. Service fees and terms apply.
Kevin Roose
Well, Casey, it's time for your annual checkup.
Casey Newton
Oh, my goodness, that's. You know what? You're joking, but I actually do have my annual checkup later today. Wait, really? Yeah, I do.
Kevin Roose
You're going to the doctor?
Casey Newton
That's right. It's time to find out what's going on with this whole body. Kevin.
Kevin Roose
Well, just from looking at you, I would say you're not getting enough vitamin.
Casey Newton
D. Well, I was recently diagnosed as handsome.
Kevin Roose
I think you need to get a second opinion on that. But, Casey, I want to talk today about AI and medicine, because there was a thing that caught my attention recently. My colleague at the New York Times, Gina Colada, wrote a story about a study that came out a few weeks ago over at jama, the journal of the American Medical association, which showed that, on average, at least in this study, ChatGPT was better at diagnosing illnesses than doctors, even doctors who had access to ChatGPT.
Casey Newton
And why that's so fascinating to me is for decades, people have been turning to WebMD to do something very similar, and mostly, it seems, getting the wrong answer. Certainly the people posting online said, oh, I typed these three symptoms into WebMD, and, you know, it told me I was dying. That is not what appears to be happening with ChatGPT. There, ChatGPT is actually able to figure out what's going on with these folks.
Kevin Roose
Yes. So we have so many questions about this study that we invited one of these studies authors, Dr. Adam Rodman, to join us. Dr. Rodman is an internist at Beth Israel Deaconess Medical center in Massachusetts and the host of a medical history podcast called Bedside Rounds. Let's bring him in.
Casey Newton
The doctor will see us now.
Kevin Roose
The doctor will see us now. Adam Rodman, welcome to Hard Fork.
Dr. Adam Rodman
Thank you guys for having me.
Kevin Roose
So let's talk about this study that you helped design. Tell us about the study and sort of what you were aiming to discover.
Dr. Adam Rodman
Well, we were testing a simple hypothesis in a complicated way. That's what scientists do. We get too much into the details. But, you know, one of the presuppositions in my field has been this idea that AI plus humans will always be better than AI alone. Right. There's something essential about the humans. And a lot of health systems have rolled out these, like, secure versions of ChatGPT. Sometimes there's other language models with the idea that it'll make doctors better. So we basically tested that hypothesis out. We did a randomized control trial where we gave doctors, we gave attending physicians and residents. So those are physicians in training, about. It was literally 50, 50. And we either randomized them to go through these really complicated cases with ChatGPT or without. And we didn't just measure the diagnosis. We did, of course, measure whether they got the diagnosis, but we measure these really nuanced measures of how people think. So were you able to look for evidence that supported what you thought? Were you able to look for evidence that didn't support what you thought? Were you able to do these kind of basic cognitive tasks of a doctor?
Kevin Roose
What kind of information were you presenting to these doctors and these AI models? How detailed was it? Like, it's the kind of thing that you would get in a medical school exam. Or, like, what kinds of problems were they being asked to solve?
Casey Newton
Yeah, I want to see if we can solve some of them.
Dr. Adam Rodman
Yeah, I can. Do you want me. Do you want me to go through one of them for you? They're real.
Casey Newton
Let's hear one.
Dr. Adam Rodman
Yeah, you want. Okay. I'm excited to hear you guys attempt to go through a medical case as we go. Let me pull up.
Kevin Roose
I think it's scurvy.
Dr. Adam Rodman
Yeah, I don't think any of them were scurvy, unfortunately.
Casey Newton
If there's one thing we've learned on podcasts is that people love a medical mystery.
Dr. Adam Rodman
Yeah. This is basically like House MD, right? Okay.
Casey Newton
Yeah, exactly.
Dr. Adam Rodman
Here you go. A 76 year old man comes to his doctor complaining of pain in his back and thighs. For two weeks, he has no pain sitting or lying, but walking causes severe pain in his lower back, buttocks and calves. He has a fever, he's tired. He was told by his referring cardiologist that his recent test results that since his pain started, he has a new anemia, so his blood levels are low, and he has renal failure. And then a few days before the onset of the pain, he had coronary angioplasty. So he had a coronary catheterization of his heart and opened a vessel and he got heparin during that. And then we go over, like the lab values and stuff. This is not an easy case here. This is something that I think every doctor would know. Well, do you wanna try to solve it first? Sorry, I should have gotten.
Casey Newton
My first thought was chlamydia.
Dr. Adam Rodman
Post cardiologist acquired chlamydia.
Casey Newton
Exactly. Kevin, any thoughts?
Kevin Roose
I'm still going with scurvy here.
Casey Newton
Okay, great. What was the real answer? Adam?
Dr. Adam Rodman
Cholesterol emboli syndrome? Of course. No, I'm just kidding. It's actually a very hard diagnosis.
Kevin Roose
That was my second guess.
Casey Newton
Yeah. Second guess. Yeah.
Dr. Adam Rodman
I mean, the point is, none of the cases are what are called zebras, right? They're none of the things that are often on House. They're all things that are tricky to figure out, but you will see and are real. The purpose wasn't really whether or not the humans got the diagnosis, but whether they went through those steps that are essential and generalizable to getting any diagnosis.
Kevin Roose
So you give these little vignettes, these medical sort of mysteries to the doctors in the study. And the doctors are given the use of GPT4 to try to help them diagnose and figure out what's going on with this patient. Then you also had just GPT4 by itself, with no help from human doctors, try to analyze the same cases, and then you compared the analysis or the diagnosis from both groups, is that right?
Dr. Adam Rodman
Exactly. And we also let them use any other resources they wanted.
Kevin Roose
And were these doctors in the study chosen because they had interest in using AI for diagnosis? Were they mostly more tech savvy doctors? Were they people who had used this stuff before?
Casey Newton
No.
Dr. Adam Rodman
So we did. The classic trick to get a. A good subset of doctors is we paid them. So these doctors were everyone. They had been in practice for a variety amount of time. Some people were experienced ChatGPT users. Those were the minority. Some people had never used it before. Most people fell in between and what were the findings? Yeah, so the findings were not the most optimistic if you want to make people better, which is that the AI model did not improve human performance, so humans using the AI model did about as well as humans alone. And then, of course, the finding that. I think the reason that I'm here and that everyone is angry at me is that the AI model itself drastically outperformed both groups.
Kevin Roose
Yes. This was the headline of a lot of the coverage about it was that the AI had beaten the doctors. Even if you gave the doctors access to AI, the AI by itself appears to do better at diagnosing these things. Now, obviously, we should make some caveats. This is a small study. We obviously would want more studies to sort of confirm this result. But this really stuck out to me because it seems like sort of reading the study, what happened is that the, you know, the.
Casey Newton
The.
Kevin Roose
Basically the human doctors did not believe the AI could be as good or better than them at diagnosing, and so they would go in and sort of second guess what the AI had said and end up getting the diagnosis wrong as a result. Is that consistent with the findings?
Dr. Adam Rodman
Yeah, I say there are two. Well, maybe three reasons. Two reasons. So one, some people, I mean, despite the basic training, some people didn't quite know how to use a language model to get the most use out of it. So probably some of that is training. Number two, though, when we look at the data, people liked it when the AI model said, oh, this is your idea. These are the things that agree with it. But when the AI model said, hey, man, you might be wrong. These things don't fit, they disregarded that.
Casey Newton
Here is why that resonates with me. Have you ever been in an Uber and they have the Google Maps open and Google Maps is like, you might want to take this route. And they say, no, no, no, no. I actually know a better way. And the next thing you know, it takes you an extra 30 minutes to get wherever you were going. Human. I firmly believe there is no Uber driver who can outsmart Google Maps. And we may be moving into a situation where most Doctors cannot outsmart ChatGPT.
Dr. Adam Rodman
Well, and that brings us to reason number three, the reason that people are angry at me, which, you know, I don't think it's the case now. It might be the case with O1, and it's certainly going to be the case in the next one to two years. Like, maybe AI models are better at making diagnoses than human doctors. Like, I don't think that's the case with GPT4 Turbo, which was the model that was used here. But it's going to be true at some point and we're quickly approaching that.
Casey Newton
Yeah. And we should say this study took place last year. Right. So like all of the models that doctors have access to are now Almost, they are 12 months better than they were, you know, when you ran the study.
Dr. Adam Rodman
This is the classic academic publishing lag. And of course I'm talking about this trial now and doing really other cool stuff. But like the models have continued to improve, especially in diagnostic domains. Like they're, they're saturating our benchmarks. Right. Everything that we can throw at them. And we're like, this is what humans should accomplish. By the way, humans are like 45, 50%. The new models are like, well, just kidding, I'm 90% so.
Casey Newton
Well, so I have a question about that, which is, you know, ChatGPT released this O1 preview model which does better reasoning. That's what they tell us. And I have not been able to figure out any prompt that I, as a mere journalist, actually seem to have any need of it. As a doctor, are you already turning to this model for reasoning through difficult medical questions?
Dr. Adam Rodman
Yes, yes. And I have a preprint that will come out in the next couple of days that shows how dramatic it.
Kevin Roose
Yeah, I mean, the reason that this study caught my eye and fascinated me so much is that I think it's possible to imagine that a version of this finding could be found in many different fields. It's not just going to be medicine where the AI is sort of reaches a point where it is better than either the human practitioners in that field or the human practitioners using AI in that field. And I think when that, that point happens for many white collar sort of knowledge workers, there's this question of like, how do you as the practitioner react? Do you get defensive and say, oh, the AI has to be flawed, it couldn't possibly be better than me, I'm not going to use it? Do you rebel against the AI and say we can't, you know, these things make things up, they don't always get the thing right. Or do you embrace it and try to get good at the technology and use it in your work? Is that, is that scenario playing out among doctors? Do you see doctors who are really happy about these findings because they say, oh man, we're going to be able to give patients such better care? Or do you think most of them are sort of reacting from a place of fear and confusion?
Dr. Adam Rodman
So yes, yes and yes, different people are Reacting differently. Obviously, the reason that I'm doing this work is I want better care for my patients. And again, if I like making diagnoses, I'm a huge nerd. I'm like the prototypical internist. I pace around my patient's room like a crazy person trying to figure out what's going on. But if they this algorithm helps me take better care from them, I will give that up. Other people are resistant, like, to insult doctors a little bit. We're a profession that really prides ourselves on our cognitive abilities. It gives us a lot of societal power and power over our patients. And this is a professional challenge to my field. I am a pain in the butt. So that's fine. I don't care about that. But there are a lot of people that do. Right now, I'm at the Macy foundation conference. It's all the top medical educators to try to figure out what AI means for how we train the next generation who's going to be in practicing medicine for 30 years. These are things that the field is like fiercely debating and arguing about right now. I'm just happy we're having the conversation.
Casey Newton
Well, I have to say, I. I mean, the results are fascinating, but I do find myself siding in some ways with doctors who might be exasperated with these findings. And the reason is, you know, Kevin, you and I say all the time, hey, don't bet your career on anything that a large language model is telling you. These things do hallucinate. They make up fact all of the time. You and I don't really use them in our work in the context of we look up a quick fact and just drop it into our story. We actually are always going to second guess the LLM. We're always going to try to find a second source before we're like, okay, we actually feel like we can trust this piece of information. And Adam, in your study, basically what you found is that people who did that, which we've been advocating for as a best practice, were worse at diagnosing.
Dr. Adam Rodman
Oh, I know. It's really. So to be clear, I was shocked at the results. My hypothesis going in was that people using it would be the best. So I am surprised by this. So in the psychological literature on diagnosis, it kind of makes sense. Doctors, it's not doctors. Humans are resistant to things that disagree with them. And we have all these heuristics and cognitive shortcuts that we take. So it's not surprising to me that what people did was they anchored on what they thought and what the first things that they thought and they were resistant to something that was giving them a second opinion. Maybe that's something that's actually optimistic because we can. Can align models or try to figure out how to present that information to make humans better. That is what I am trying to do. And I think all the short term uses, like, let's be clear, like, if the headline is Doctors are over, ChatGPT is good. No, absolutely not. There's a million things we do. This is just one part of it, and they're not capable of operating without us. I'm not discouraged by this. I'm still working to figure out ways we can use these technologies to make better care of our patients.
Kevin Roose
Yeah, I mean, that's the question I'm curious about is like, what can the medical field do? I mean, I'm imagining a future where patients have access. Access to this stuff. And maybe before you go into the doctor to get your hip pain checked out, you do sort of an exhaustive prompting exercise with the model and say, hey, what is this? And then you sort of bring the readout from the AI into your doctor and say, hey, could you give me this medicine and this medicine and I need this operation? Because, you know, and the doctor might say, well, you know, let's do some tests. And you'll say, I don't need to.
Dr. Adam Rodman
The AI already told me that's already happening. That's already happening. I mean, there was a Kaiser Family foundation patients survey on how many patients are putting their information, but it's already happened in my life when people will even put their. To be clear, these things are not HIPAA compliant. Please don't put any of your personal health information. But people are doing it.
Kevin Roose
Elon Musk told me I should be uploading all my MRIs to Grok. Are you saying he was not correct?
Dr. Adam Rodman
Well, it depends on if you want someone else to own all your MRI images. So, yeah, keep that in mind.
Kevin Roose
But people are doing it. I blurted it and told me I had the woke mind virus, so that was weird.
Dr. Adam Rodman
They don't work very well.
Kevin Roose
Right.
Dr. Adam Rodman
But yeah, people are doing it already. I've had patients who do it. This is not a future. Now, does it work that well? Sometimes, but not consistently. And they're very, you know, you have to prompt them. Right, but how far are we from somebody selling a commercial tool that's a doc in a box? That works pretty well.
Casey Newton
I mean, I mean that as is. The actual implication of your study is that you are better off just asking ChatGPT and not your document.
Dr. Adam Rodman
I That's not my conclusion from the study. If that's what you want to take from it.
Casey Newton
Well, you're. The conclusion is basically one in four doctors were not able to successfully diagnose this. But in 92% of cases, ChatGPT did. Like, if I had to choose One of those two things, I'd probably choose ChatGPT because it also does other things for me too.
Dr. Adam Rodman
I would say that the difference is that the people who put the case together like the information, if you want to think about the prompts, were expert clinicians. We organized it in such a way like you can imagine. I assume I don't want to talk about your past medical histories, but I've had problems. And humans don't always describe things the right way. We don't know how good ChatGPT is about getting that information out of us. I think it's going to happen, but I don't think that ChatGPT can do that.
Kevin Roose
Now, I'm curious if these AI tools do become part of the clinical model in hospitals all over the place, as it sounds like they are going to, um, what is it gonna mean to be a good doctor in a world where AI is better at diagnosing than you are?
Dr. Adam Rodman
So I'll give you the. There's the darkest timeline, but we'll go with the optimistic timeline.
Kevin Roose
Give us both.
Dr. Adam Rodman
Okay, well, let's go. Let's go with the optimistic view first. Cause this is what I'm hoping and inspired by. Oh, I'm a huge nerd. This should not be a shocker, but inspired by you a little bit, Kevin. It's the Star Trek computer, right? So you have a computer system that's listening in at all times, and it's saying, hey, hey, Adam, you might be showing some unconscious bias here. Adam, I think you should ask if this person, like, makes their own snuff because eosinophilic pneumonia is on their differential. Like something that's listening in, cueing me to be better, trying to make me a better human, but also listening to the patient and getting more information from the patient. A computer system like that is something that makes the medical encounter more human, which I hope is what we want. You want the darkest timeline next?
Kevin Roose
Yes, please.
Dr. Adam Rodman
So I don't know if you guys know this, so AI technologies are already being rapidly spread out in clinical care. They're listening to doctors encounters with their patients. They're writing notes, they're writing the first drafts of when you talk to your doctor in a portal of those messages. I just wrote a piece in the New England Journal of Medicine, where I originally called it language models in the inshidification of the electronic medical record. It turns out the New England Journal of Medicine doesn't consider that an academic term, so they changed it to degradation. But what we're seeing far is not the model that I am advocating for and what I'm researching and pushing for, but a system that's obsessed with efficiency, isn't really worried about some of the downstream effects on what this means for our relationships and is just going to like, yeah, you'll get these more efficient tools so you'll see twice the number of patients in a day. We'll just put this AI text in the chart so we can bill off of it. And a system that might use these powerful, efficient tools to like, squelch out the tiny bit of humanity that remains in medicine. So that to me is the darkest timeline and what I want to avoid. I don't think there's, you have to engage with this technology. It's going to change every single, like white collar field. We're like the ultimate white collar field. It's going to change our field. And I see a way that we end up, like with Dr. Kresser on the Enterprise, but I also see a way that we end up, I don't know what's a dystopia? Like, I'd say Blade Runner, but I don't think there are any doctors in Blade Runner. So this analogy is going to fall apart.
Casey Newton
You know, I mean, to me, like an optimistic gloss on all of this is the upside in making this kind of care much more accessible. Right? Like, if all of a sudden I can just check my basic symptoms with ChatGPT, maybe that does provide me some benefit. Now, obviously a lot of people have been doing this for decades with WebMD and there are, you know, sort of a lot of jokes about that. A lot of people are sort of quick to use WebMD to assume that they have the very worst condition. And also, like constantly seeking medical care can like create its own set of problems. But if you're just sort of the median person, I can also just imagine checking in with my virtual doctor a couple of times a month and get some tips about how to live a healthier life.
Dr. Adam Rodman
Well, so, yeah, absolutely, we're not there yet, but I think that's the way things are going. And to be clear, the reality is terrible. Like, how long does it take you guys to, to see your primary care doctor? I'm a doctor and it takes me forever. So maybe we'll have a system that can do those basic things, but also recognize when it needs to step you up, like, triage you appropriately. And maybe you'll have a system where instead of referring you to a specialist, your PCP will be able to work with that system to answer something that you would have needed a specialist before, or a system that says, hey, you don't need to go through the referral system. Go straight to the orthopedic surgeon. So I think there's a lot of hope. And I acknowledge the baseline is terrible. Our medical system isn't really serving our patients. And if we're thoughtful about. About this, like, that's okay if my power is eroded, like, we'll get better care for everybody if we're thoughtful about it, which, if you have looked at the history of how medicine has happened in this country, that's not always the case.
Kevin Roose
So, Adam, I'm curious. You're a doctor. You trained for many years to become a doctor. You amassed a lot of knowledge that has made you good at that job. What is your emotional reaction to the findings of your own study?
Dr. Adam Rodman
Yeah, I mean, I am. It's a lot of emotions.
Casey Newton
Right.
Dr. Adam Rodman
I'm both excited and I'm freaked out. I'm not the typical doctor. I am a historian. I deeply care about how people think. I feel like I'm on the edge of something new, which is exciting. But to me, like, I love talking to people. I love meeting new people. But one of the things that I love is the intellectual part of my work. That's what makes it. I don't love sitting down and writing billing codes and saying, is this a level 2? Or. I hate that part of my job. But the part where I get to, like, talk to somebody and figure out what's going on with them so I can make them better. That's my favorite part. But at the end of the day, I'm here for my patients so that, like, I'm conflicted, but it's clear to me what the right thing to do is, which is do the right thing for the patient, even if it means giving up something that is dear to me.
Kevin Roose
Yeah, I mean, that strikes me as a good model for people in all kinds of industries, as the AIs do, get better at doing our jobs. It seems like the North Star should be like, what is the actual work that I am performing? And if an AI can do that better than I can, then maybe that's better for the world.
Casey Newton
Well, you know, there is another approach that I wondered if you consider which is to say that, you know, essentially these chat bots were trained on a bunch of work that real doctors did. Those doctors are not being compensated. The primary effect of these chat bots being in the world is that the salary of a doctor could go way down. Has there been any talk among doctors of saying, let's actually get together and stop these things from draining all of the money out of our industry?
Dr. Adam Rodman
Oh, yeah, we're def. I mean, yes, those are. I think that in the grand scheme of things, that doctors are worried about threats to their career. This is low right now. These are all theoretical talks, but I suspect we're going to hear more of that. It's weird. Like, when you're in a profession. Wait, am I allowed to swear on hard fork?
Kevin Roose
Yes.
Dr. Adam Rodman
I actually believe in that old bullshit about the doctor patient relationship being the most important thing above all else. I believe that that's why I'm such a pain in the ass. So if this thing can do a better job than me at making my patient's life better, to me, it seems like regardless of those guild issues.
Casey Newton
Right.
Dr. Adam Rodman
It seems to me that's what the right thing to do is.
Casey Newton
Yeah, It'll just be interesting if we live in a world where the actors have successfully prevented movie studios from replacing them with AI, but the doctors are like, well, I guess that's fine.
Kevin Roose
That might happen. So after having done this study and continuing to do work in this area of AI and medicine, do you feel more optimistic about the future of medicine, or do you feel like we're headed into this kind of dark timeline where AI is just making all the decisions and we sort of suck the humanity out of the healthcare system?
Dr. Adam Rodman
I see the market forces at bear here. And my worry and the way that I see things being rolled out now is that we're veering not directly towards the darkest timeline, but that we're heading in that direction. And I think that we need to be really thoughtful. And the we is not just doctors. Like, patients need to be have a voice in this also. This is ultimately who this is about, about what type of health system we want and how we want these technologies to be used. But I'm actually worried about us heading, like, the current timeline's pretty dark, guys. You get five minutes, 10 minutes with your doctor, and they don't look at you and they type on the computer like, that's not good. So medical errors, like, up to 800,000Americans are killed or seriously injured each year because of medical errors. Every one out of that, Americans, like, make go into the healthcare system. So this darkest timeline thing isn't that far away. And I. Well, I'm a natural pessimist, but I'm trying. I'm like Don Quixote. I'm trying to, like, go for the good timeline, even though it probably won't work.
Kevin Roose
If any young people are listening to this who may have been interested in becoming a doctor or entering the healthcare profession, what would you advise them? Should they not become doctors because AI is going to take that job?
Dr. Adam Rodman
Well, the problem is what. What are you going to suggest that they do instead? Like, if we're talking about technologies that can do this, at this conference, they played something on Notebook LM with a fantastic podcast host. So I don't know. I don't know. So I think that we're talking about tasks of doctors that might be automated and it's going to be working together for a while, and we're not talking about the job as a whole. And fundamentally, it's still a job about human connection and making people better. And if that is what you want, I would do that. Also. Surgeons and proceduralists are not going anywhere, so I wouldn't dissuade somebody from medicine, but they should know that's what they're going into it for. And it's not going to be like Dr. House. I actually have never seen House. I always just use this example, despite having never seen the show. So phony. But it's just. It's not going to be that cognitive part. It's going to be something different. And that's scary because I can't predict. And I, like, I would love. I mean, medical students ask me this and I don't have an answer for them.
Casey Newton
Well, it's a fascinating conversation, Doctor, but I will be seeking a second opinion, actually.
Dr. Adam Rodman
I think it's just important you should ask ChatGPT.
Kevin Roose
Thank you so much, guys.
Dr. Adam Rodman
Well, that was great.
Casey Newton
Thank you, Adam. I learned a lot. When we come back, cross time doesn't pay, but it does play on the Hard Four podcast.
Kevin Roose
I see what you did there.
Dr. Adam Rodman
Yeah.
Elise Hu
A place to call home, the freedom to live in safety, the opportunity to work for a better life. These are American dreams everyone deserves. But right now, across America, America, LGBTQ people could be denied the right to pursue their dreams. 65% of states have no laws that clearly protect LGBTQ people from being denied housing or other services. Get the facts and hear real stories@lovehasnolabels.com brought to you by Love has no Labels and the Ad Council. This podcast is supported by Carvana. With Carvana Value Tracker, you can track your car's value anytime, anywhere. If you want to know what your car's worth, Carvana Value Tracker analyzes your car's make, model, condition, market, and more to give you the value for your vehicle. Carvana will even let you know when your car's value changes with update emails so you're always up to date. However you value your car, know it's worth with Carvana Value Tracker.
Casey Newton
Well, Kevin, in the criminal justice system, the people are represented by two separate yet equally important the police who investigate crime and the media who turn those crimes into podcasts. And from time to time here on Hard Fork, we like to survey the landscape of crime and punishment for a segment that we call Hard Fork Crimes Division. Right now, in this segment, we seek justice. I think it's fair to say we will not be solving any crimes, but we will describe them. Yes, or certainly we will describe what has been alleged.
Kevin Roose
I was just saying we have not yet solved a crime, but it's not out of the realm of possibilities in the future. Not at all.
Casey Newton
Not at all. We are always gathering evidence and perhaps we should turn to our first case. Kevin.
Kevin Roose
Yes.
Casey Newton
Let me crack open this case file. The FBI searches the home of the founder of the Poly Market betting website. Do you see this one?
Kevin Roose
I did. This was juicy.
Casey Newton
So Polymarket founder Shane Copland had his home searched by the FBI last week as part of a criminal investigation into whether Copland was running Polymarket as, quote, an unlike license commodities exchange, which is apparently illegal. And they seized Copland's electronic devices, including a phone.
Kevin Roose
Yeah, that's not a good thing when that happens to you.
Casey Newton
Now, Kevin, after Shane Copland's phone was seized, he posted the following on x new phone who dis. So, Kevin, remind us who this Shane Copland character is.
Kevin Roose
So this is the young founder of polymarket, which is the sort of leading crypto prediction betting market platform. It rose to prominence during the election where people wagered millions of dollars on who was going to win the election. And as my colleague David Yaffe Bellany told us on the show a few weeks ago, it was sort of nominally illegal in the US but lots of Americans were using it anyway through VPNs and things like that. And it was sort of an open secret that it had this large base of customers in the US despite not technically being allowed here.
Casey Newton
Yeah. So I think that the FBI has some questions about that. But a Poly Market spokesman said, why not? That the raid was, quote, obvious political retribution by the outgoing administration.
Kevin Roose
Yeah. The theory here, at least the one that's being sort of advocated by polymarkets fans and defenders, is that, you know, the Biden, Justice Department and FBI were so mad about the election and the fact that people on Polymarket had predicted that Trump would win that they, I don't know, went after the company on some bogus charges.
Casey Newton
And here's why I don't think that's true. Could you imagine explaining polymarket to Joe Biden like. Mr. It's a prediction market. People bet cryptocurrency on the outcomes of various events. Not in the United States, but they would VPN into it. By the time you've gotten to vpn, Joe Biden has truly fallen asleep.
Kevin Roose
I don't think. I bet Joe Biden has used a vpn.
Casey Newton
You think so? To what? Like watch Netflix movies that are unavailable in the United States?
Kevin Roose
BBC mysteries. So what do we know about why they are being investigated here?
Casey Newton
Well, because if it is true that large numbers of Americans are illegally betting on elections by using VPNs, that could be a violation of the law. You know, DYB told us that people were openly describing how to get around the ban on US betters in the poly market. Discord.
Kevin Roose
Yes.
Casey Newton
So I think at the very least the FBI is going to say you need to tighten this up a little bit and make it a little bit harder for Americans to use this service.
Kevin Roose
Yes. And some reports have said that this investigation predates the election. This was in process long before. It's also not possible. Polymarkets first sort of run in with the law. They previously settled with the CFTC, the Commodity Futures Trading Commission in 2022, and paid a fine as part of that settlement. But this is something new. This is bigger. And I would say if you are a poly market fan in the US you probably should stop doing that.
Casey Newton
Can I tell you how I think this one resolves?
Kevin Roose
How?
Casey Newton
Shane Copland, running the Federal Reserve. Stay tuned. It's going to be a wild 2025.
Kevin Roose
Yes.
Casey Newton
Let's open case number two.
Kevin Roose
Kevin, what do we have?
Casey Newton
Well, Kevin Razzlecon, crypto's most embarrassing rapper some say is going to prison. Remember Razzlecon?
Kevin Roose
I sure do.
Casey Newton
Heather Razzlecon Morgan, who is a former blogger at Forbes and part of the Forbes to prison pipeline and creator of cringy crypto tinged rap videos, was sentenced to 18 months in federal prison this week after pleading guilty last year to helping her husband, Ilya Dutch Lichten launder 120,000 Bitcoin. He stole by hacking the crypto exchange bitfinex back in 2016. Do you know how much 120,000 bitcoin were worth in 2016?
Kevin Roose
2016. Let's see. Probably not as much as they are today.
Casey Newton
They were worth $71 million back then. They are worth $11 billion today.
Kevin Roose
That's quite a haul.
Casey Newton
Old Dutch and Razlakhan really almost got away with it. They would be living large.
Kevin Roose
I was obsessed with this story when. When it came out, when they got arrested because it was sort of like out of, like a very pulpy spy novel. Like, they had fake passports and they were this like, sort of bitcoin Bonnie and Clyde. And they were just like these cringy millennials who were trying to get famous on the Internet, but also stealing a bunch of bitcoin to make themselves very rich. It was just a. Our friend Nick Bilton has a documentary coming out about. About this case on Netflix that I'm very excited to watch because I'm truly obsessed.
Casey Newton
Shall we hear a little bit of Razzlecon's work?
Kevin Roose
Let's do it.
Casey Newton
Yeah. If we could hear a clip, please. Foul language.
Nilay Patel
Silver on my fingers and boots on my feet.
Casey Newton
Always be a goat, not a goddamn sheep. Email me your message at the beep.
Nilay Patel
Beep, beep, beep, beep, beep, beep.
Casey Newton
See, now I. To me, this just goes to show how much the culture has changed, because there was a time when people would have looked at what Razzle Khan did and simply said, she's being fergalicious. But in sort of the woke moment that we're in now, stealing 120,000 bitcoin gets you a year and a half in jail. Yeah, really sad.
Kevin Roose
Do you think that, like, her rap career will be an asset in jail, like, to her reputation?
Casey Newton
I would not be surprised if Razzle Cloud is the most popular person in the prison that she's in and if it fuels the next phase of her journey. And in fact, she posted on X that she will, quote, soon be telling my story, sharing my thoughts, and telling you more about the creative and other endeavors I've been working on. So, you know, I don't know what that means, but I will say I would love to see a Razzlecon jukebox musical tell the story of Razzlecon in her own words through her on music.
Kevin Roose
Yes, and I should say I look forward to Razzle Khan's appointment to head the securities and Exchange Commission. Next crime. What do we have?
Casey Newton
Kevin Gary Wang, a top FTX executive, has been given no Prison time.
Kevin Roose
What did he do?
Casey Newton
Well, Gary Wang, Kevin, was the last of the legal cases against FTX. You might remember some of FTX's more famous co founders, such as Sam Bankman Freed, who was sentenced to 25 years in prison for his role in FTX fraud. Or Caroline Ellison, who was sentenced to two years in prison. Most recently, Ryan Salami was sentenced to seven and a half years in prison.
Kevin Roose
Salem Bellany literally has to put a pronunciation guide in his stories for this name because everyone calls him Ryan Salami, but it's Salem.
Casey Newton
Do you know what they called the case against Ryan? Ryan? Salem.
Kevin Roose
Kevin, I think I know where you're.
Casey Newton
Going with the Salem Witch trials.
Kevin Roose
Yes, I knew that was gonna happen. More like the Salem Rich trials, am I right?
Casey Newton
That's a good, better one.
Kevin Roose
Wait, I got a snort out of you for that.
Dr. Adam Rodman
That was good.
Casey Newton
That was good. So anyway, so that leaves Gary Wang, the fourth member of the the crew here. Actually, that's not even true. There's another guy, Nishad Singh, who was sentenced to time served. So Gary Wang was the last of these cases, you know, resolved, and it was resolved this week and he was given no prison time. And the reason is he snitched so hard on SBF that the government basically gave him a standing ovation during the sentencing hearing. One prosecutor said that WAG was, quote, the easiest cooperator they've worked with and provided essential information to them. So he basically got the Best Snitch award and it kept him out of.
Kevin Roose
Jail, which is a good reminder that cooperating with the government in a fraud investigation can have benefits.
Casey Newton
Now, Kevin, the FTX legal saga has really, you know, taken place from the start of this podcast, you know, and now it's sort of wrapping up. So do you have any sort of feelings of nostalgia or other reminiscences from two years of rtx?
Kevin Roose
You know, I have been just very interested in this whole saga, not just because I think it was a big deal in the world of crypto, but because it has had all of these strange ripple effects, including, I was talking with someone this week about this, but the investment that SBF made in Anthropic, the AI company has essentially paid back all of the investors who would have lost money on the FTX fraud because that stake has turned out to be worth a ton of money. And so even though Sam Bankman Fried was a fraudster and is now serving time in prison, it turns out he was actually a pretty good tech investor.
Casey Newton
If he gets out of prison and you just like Run into him and he's like, you know where you should, like, put your money? Like, would you listen to him?
Kevin Roose
Yes, honestly, I would.
Casey Newton
You know what? I might too. I believe in second chances for people.
Kevin Roose
And Sam, if you're listening, listening, I would love your investment advice. I could really use some updates to my portfolio.
Casey Newton
Sam, if you're listening, you're not supposed to have a cell phone in there, so be careful.
Kevin Roose
You don't think you can get podcasts in prison?
Casey Newton
That'd be the worst part about going to jail. Well, Kevin, we have one more case to look at. A phone network has employed an AI grandmother to waste scammers time with meandering conversations.
Kevin Roose
Yes, as you know, there are now these scammers who will call people using an AI voice, pretending to be a long lost cousin or their grandmother or something, and just try to steal money from them by impersonating someone. But this is a story that comes to us from the UK, where the largest mobile phone operator in the UK, O2, has created a new AI system called Daisy to trick scammers into thinking that they are talking to a real person, who basically has been given the goal of just rambling and keeping them on the line for as long as possible. So wasting the scammers time. I'm sure you've seen there are all these YouTube videos, videos now of people whose whole shtick is that they take scam phone calls and then they try to scam the scammers. But that is labor intensive. And so now O2 has come along and said, we can actually build an AI that just wastes the scammers time for you. And I think that's a great development.
Casey Newton
I agree. I've read that they've sort of designed it to keep the scammers on the phone for as long as possible. But they're also trying to learn what tricks and techniques the scammers are using so that they can share that with maybe their customers, maybe the police, and help prevent people from falling for these things. 02 said that Daisy has managed to keep some people on the phone for up to 40 minutes.
Kevin Roose
I'll just say it. If an AI voice is keeping you on the phone for 40 minutes, you're a bad scammer, terrible scammer. You're bad at your job because you can tell instantly when it's an AI on the other end of the line. At least I think I can.
Casey Newton
Well, there's usually some sort of delay, Right. And presumably that's going to disappear. But for now, I guess I Feel somewhat confident now. I will, I will say that consumers cannot use daisy, but what O2 did was add it to the list of what they call easy target numbers used by scammers. So sort of sharing it around and saying, hey, you know, this Daisy is a really easy mark. So that's cool. But I will say it does make this feel a little bit more stunty to me. Although I guess as I think about it, I'm not exactly sure how consumers would be able to, I don't know, flip a button to get Daisy to answer their scam calls.
Kevin Roose
Oh, I think this could cause, you know how Apple or like other mobile devices now sort of say scam likely when someone calls you from an unknown number.
Casey Newton
Yeah.
Kevin Roose
You could just press a button and it would put Daisy on the line and it could just waste their time. I think we should deploy this.
Casey Newton
Wait, that's actually genius. Like, I want to do this.
Kevin Roose
Yes. Do you like these sort of vigilante schemes to take back the power?
Casey Newton
You know, I mean, look, there is always pleasure in seeing a justice done right and injustice being righted. You know, I have to say I have enjoyed YouTube videos of like porch pirates being apprehended.
Kevin Roose
The glitter bombs.
Casey Newton
The glitter bombs. I find that very satisfying.
Kevin Roose
This is when like you disguise like a something as a package, someone steals it, they open it up and it sprays glitter everywhere and you know, sets off an alarm and sets off like horrible smelling stuff. And this is a very popular genre of YouTube video.
Casey Newton
Most people do not have very often an experience of justice. You know, it's like you see injustice everywhere, but like the moment that you actually see like a right, a wrong, being righted is like transcendent. I remember one time I was on the freeway and everyone was like trying to merge onto a different freeway. And so you're just sitting and bumper to bumper traffic and you're going forward at one inch an hour and somebody gets impatient and they pull onto the shoulder so they can just get around everybody because I guess they had somewhere to be. And about one second after the person pulled onto the shoulder, I saw siren lights go up and a police officer just went and, you know, pulled that person over and you know, got them in trouble. And that was like my greatest experience of justice. And that happened 20 years ago. When I think about it all the time, I'm like, I'm. I'm so glad that happened.
Kevin Roose
Anyway, thanks, Daisy. Thanks, Daisy. And the sooner I can have you on my phone to deter the scammers, the happier I'll be and that's the.
Casey Newton
Hard four Crimes division. Case closed.
Kevin Roose
Yeah.
Vanta Ad
AI is coming to your industry, if it isn't already here. But AI needs a lot of speed and computing power, so how do you compete without costs? Spiraling Upgrade to Oracle Cloud Infrastructure, or oci. OCI is the blazing, fast and secure platform for your infrastructure, database, application development and AI workloads. Right now, Oracle is offering to cut your current cloud bill in half if you move oci for new US customers with minimum financial commitment. Offer ends December 31, 2024. See if your company qualifies@oracle.com NYT Imagine.
Elise Hu
What'S possible when learning doesn't get in the way of life at Capella University. Our Flex Path Learning format lets you learn on your own schedule. A different future is closer than you think with Capella University. Learn more at Capella Eduardo.
Casey Newton
Before we.
Kevin Roose
Go, we have a special request. If you can, we would really appreciate if you filled out a quick survey. You can find the survey@nytimes.com hardforksurvey your answers will not be published in any way. They will just sort of help us make the best show we possibly can and understand more about who listens to the show in the first place. Again, you can find the survey@nytimes.com hardforksurvey we'll also drop the link in Show Notes.
Casey Newton
Hard Fork is produced by Rachel Cohn and Whitney Jones. Were edited by Jen Poyan. This episode was fact checked by Ina Alvarado. Today's show was engineered by Alyssa Moxley. Original music by Marian Lozano, Diane Wong, Leah Shaw Dameron and Dan Powell. Our audience editor is Nel Galloway. Video production by Ryan Manning and Chris Shot. You can watch this whole episode on YouTube@YouTube.com hardfork Special thanks to Paula Schuman, Pu Wing, Tam, Dalia Hadad and Jeffrey Miranda. You can email us@hardforkytimes.com with whatever disease chat GPT just told you that you have.
Elise Hu
Imagine what's possible when learning doesn't get in the way of life at Capella University. Our Flex Path Learning format lets you learn on your own schedule. A different future is closer than you think with Capella University. Learn more@capella.edu.
Hard Fork Podcast Summary: "Trump's Next Online Speech Cop + Doctors vs ChatGPT + Hard Fork Crimes Division"
Released on November 22, 2024 by The New York Times
Hosts: Kevin Roose and Casey Newton
Overview: In the wake of the 2024 election, President-Elect Donald Trump has been making significant appointments to key federal agencies. One of the most impactful is Brendan Carr's potential appointment as the Chairman of the Federal Communications Commission (FCC). This move has stirred considerable debate about the future of internet regulation and free speech in America.
Key Points:
Brendan Carr’s Background and Vision:
Brendan Carr, a Republican serving on the FCC since 2017, is known for his aggressive stance against "big tech," accusing these companies of political bias and anti-conservative censorship. He frequently engages in public disputes on platforms like Fox News and Twitter, promoting his vision of an internet free from what he perceives as left-wing censorship.
Quote:
Casey Newton [03:09]: "Brendan Carr is somebody who has a lot to say about how he thinks the Internet should work."
Nilay Patel’s Concerns:
Nilay Patel from The Verge expresses deep concerns about Carr’s appointment, suggesting it could lead to a "truly scary and dark timeline" for internet freedom and free speech. Patel highlights Carr’s involvement in "Project 2025," a roadmap for the Trump administration that envisions expanding FCC’s regulatory powers over big tech.
Quote:
Nilay Patel [12:03]: "He does not have this power... they're all saying if we threaten this law enough, YouTube's Trust and Safety team will moderate YouTube the way we want."
Legal and Practical Limitations:
Despite Carr’s ambitions, Patel points out that legally, the FCC does not possess the authority to enforce the level of control Carr envisions over internet platforms. Any significant changes would require congressional action and face considerable judicial challenges, especially given the current conservative legal landscape.
Quote:
Nilay Patel [14:08]: "Section two... these are existential stakes. None of this makes sense, except, well, if I can wield this weapon over the big platforms, they might do what I say anyway."
Potential Impacts on Free Speech:
The discussion delves into how Carr’s approach could lead to increased government pressure on tech giants to conform to specific moderation standards, effectively undermining the protections offered by Section 230 of the Communications Decency Act.
Quote:
Nilay Patel [16:36]: "What you are getting out of the Brendan Carr in the Trump world version of the First Amendment is closing in... punishment."
Conclusion: Carr's appointment represents a contentious shift in internet regulation philosophy, potentially challenging the balance between free speech and platform moderation. While his intentions to curb perceived biases are clear, the practical implementation faces significant legal hurdles.
Overview: A groundbreaking study published in the Journal of the American Medical Association (JAMA) suggests that ChatGPT outperforms human doctors in diagnosing certain diseases. Dr. Adam Rodman, one of the study’s authors, discusses the implications of AI in healthcare and the evolving role of physicians.
Key Points:
Study Design and Findings:
The study involved a randomized control trial where doctors, both attending physicians and residents, were assigned complex medical cases. Half of the participants used ChatGPT to aid in diagnosing, while the other half did not. Additionally, ChatGPT was tested independently.
Quote:
Dr. Adam Rodman [35:11]: "And the AI model itself drastically outperformed both groups."
Challenges in AI-Human Collaboration:
Contrary to the hypothesis that AI would enhance human diagnostic capabilities, the study found that doctors using ChatGPT performed no better than those without. In fact, ChatGPT alone achieved higher diagnostic accuracy than both groups combined.
Quote:
Dr. Adam Rodman [36:40]: "The AI model did not improve human performance, so humans using the AI model did about as well as humans alone."
Psychological Barriers:
Dr. Rodman identifies psychological factors contributing to the lack of improvement, such as doctors' reluctance to accept conflicting information from AI and cognitive biases that lead them to disregard AI suggestions that challenge their initial instincts.
Quote:
Dr. Adam Rodman [37:19]: "People liked it when the AI model said, oh, this is your idea. But when the AI model said, hey, you might be wrong... they disregarded that."
Future of AI in Medicine:
Dr. Rodman envisions an optimistic future where AI acts as a supportive tool, enhancing the doctor-patient relationship by providing real-time feedback and reducing cognitive biases. Conversely, he warns of a "darkest timeline" where AI is deployed for efficiency at the expense of human connection, potentially degrading the quality of patient care.
Quote:
Dr. Adam Rodman [46:04]: "A computer system that's listening in, cueing me to be better... makes the medical encounter more human."
Ethical and Practical Considerations:
The integration of AI into clinical practice raises questions about data privacy, the dehumanization of healthcare, and the potential for over-reliance on technology. Dr. Rodman emphasizes the need for thoughtful implementation to ensure AI serves to enhance, rather than replace, the nuanced judgments of human physicians.
Quote:
Dr. Adam Rodman [53:31]: "It's still a job about human connection and making people better. If that is what you want, I would do that."
Conclusion: The study underscores the transformative potential of AI in medical diagnosis while highlighting significant barriers to effective human-AI collaboration. As AI continues to evolve, the medical community must navigate ethical dilemmas and psychological resistance to fully harness its benefits.
Overview: In the "Hard Fork Crimes Division" segment, Kevin Roose and Casey Newton delve into recent high-profile criminal cases within the tech and crypto industries, examining their implications and cultural significance.
Key Points:
Background of Polymarket:
Polymarket, a leading crypto prediction betting platform, gained notoriety during the elections by allowing users to bet millions on various outcomes. Despite operating without a U.S. license, Polymarket attracted a substantial U.S. user base through VPNs.
Quote:
Kevin Roose [57:14]: "It was sort of an open secret that it had this large base of customers in the US despite not technically being allowed here."
FBI Investigation:
Shane Copland, the founder, had his home searched by the FBI as part of an investigation into whether Polymarket operated as an "illegal commodities exchange." This action is seen by some supporters as political retribution, especially given the platform's role in election-related betting.
Quote:
Casey Newton [57:33]: "A Poly Market spokesman said, why not? That the raid was, quote, obvious political retribution by the outgoing administration."
Legal Context:
Polymarket previously settled with the Commodity Futures Trading Commission (CFTC) in 2022, paying a fine. However, the current investigation marks a new and more severe legal challenge for the platform.
Quote:
Kevin Roose [60:22]: "This is the classic academic publishing lag... this was something new. This is bigger."
Conclusion: The FBI's search of Shane Copland's home highlights the increasing scrutiny of crypto platforms operating in regulatory gray areas. It raises questions about the balance between innovative financial services and regulatory compliance.
Key Points:
Who is Razzlecon Morgan?
Heather "Razzlecon" Morgan, a former Forbes blogger and crypto enthusiast, was sentenced to 18 months in federal prison for aiding her husband, Ilya Dutch Lichten, in laundering 120,000 Bitcoin stolen from Bitfinex in 2016.
Quote:
Casey Newton [60:42]: "Heather Razzlecon Morgan... was sentenced to 18 months in federal prison... after pleading guilty last year to helping her husband... launder 120,000 Bitcoin."
Cultural Impact:
Razzlecon's involvement in crypto-related crime, coupled with her attempt to build an online persona through cringy rap videos, paints a vivid picture of the intersection between internet culture and cryptocurrency fraud.
Quote:
Casey Newton [62:07]: "This just goes to show how much the culture has changed... stealing 120,000 bitcoin gets you a year and a half in jail."
Public Perception and Speculation:
Supporters speculate whether her sentencing will impact her online fame or lead to further notoriety, potentially influencing her future endeavors post-incarceration.
Quote:
Casey Newton [62:31]: "I would not be surprised if Razzlecon is the most popular person in the prison that she's in."
Conclusion: Razzlecon Morgan’s case exemplifies the legal and ethical challenges posed by the burgeoning cryptocurrency landscape, where digital assets often outpace regulatory frameworks.
Key Points:
FTX Downfall Recap:
The collapse of FTX has led to numerous legal actions against its executives. While several key figures like Sam Bankman-Fried and Caroline Ellison received significant prison sentences, Gary Wang, the last executive to face charges, was granted immunity for his cooperation.
Quote:
Kevin Roose [61:15]: "Gary Wang was the last of these cases, you know, resolved, and it was resolved this week and he was given no prison time."
Reason for Immunity:
Wang was commended for his extensive cooperation with investigators, providing essential information that solidified the case against other FTX executives. His cooperation earned him a favorable legal outcome, highlighting the U.S. justice system's incentives for whistleblowers.
Quote:
Casey Newton [63:33]: "He snitched so hard on SBF that the government basically gave him a standing ovation during the sentencing hearing."
Conclusion: Gary Wang’s exemption from prison underscores the strategic role of cooperation in high-stakes financial fraud cases, serving as both a deterrent and an incentive within the legal system.
Overview: The episode concludes with an exploration of innovative uses of AI in combating criminal activities, specifically focusing on O2's deployment of an AI system named Daisy to interfere with scammers.
Key Points:
Functionality of Daisy:
Daisy is designed to engage scammers in prolonged, meandering conversations, effectively wasting their time and resources. This AI "grandmother" can keep scammers on calls for up to 40 minutes, diminishing their efficiency and reducing the likelihood of successful scams.
Quote:
Kevin Roose [66:46]: "Daisy has managed to keep some people on the phone for up to 40 minutes."
Operational Strategy:
By incorporating Daisy into O2's list of high-risk numbers, the company leverages AI to protect its customers. Daisy not only engages scammers but also gathers intelligence on scam techniques, which can be shared with customers and law enforcement to prevent future attempts.
Quote:
Casey Newton [67:04]: "What O2 did was add it to the list of what they call easy target numbers used by scammers."
Cultural Significance:
The deployment of Daisy represents a shift towards proactive and technological defenses against cybercrime. It mirrors popular vigilantism seen in YouTube videos but scales it up through AI automation.
Quote:
Kevin Roose [68:23]: "If an AI voice is keeping you on the phone for 40 minutes, you're a bad scammer, terrible scammer."
Conclusion: O2's Daisy exemplifies the potential of AI to serve as a front-line defense in the ongoing battle against scammers, combining technological innovation with consumer protection.
Throughout the episode, Kevin Roose and Casey Newton provide insightful analyses of how technology, particularly AI, intersects with various facets of society—from regulatory bodies and healthcare to criminal justice. They highlight both the opportunities and challenges presented by rapid technological advancements, emphasizing the need for thoughtful integration to ensure positive societal outcomes.
Notable Closing Quote:
Casey Newton [72:24]: "Hard Fork is produced by Rachel Cohn and Whitney Jones... You can email us@hardforkytimes.com with whatever disease chat GPT just told you that you have."
Key Takeaways:
Regulatory Shifts: Brendan Carr's potential leadership of the FCC signals possible tighter controls on big tech, raising concerns about free speech and censorship.
AI and Healthcare: The study comparing ChatGPT with doctors underscores AI's growing competence in specialized fields, while also highlighting the psychological barriers to effective human-AI collaboration.
Cybercrime and AI: Innovations like O2's Daisy showcase AI's role in combating malicious activities, reflecting broader trends in automated security measures.
Legal Implications: High-profile cases in the crypto industry reveal the evolving legal landscape as authorities grapple with regulating decentralized and digital financial platforms.
This episode of "Hard Fork" exemplifies the podcast's mission to explore the present and future implications of technology across diverse sectors, offering listeners a comprehensive understanding of complex issues shaping our digital world.