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	<title type="text">Podcasts | The Verge</title>
	<subtitle type="text">The Verge is about technology and how it makes us feel. Founded in 2011, we offer our audience everything from breaking news to reviews to award-winning features and investigations, on our site, in video, and in podcasts.</subtitle>

	<updated>2026-07-31T14:31:18+00:00</updated>

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		<entry>
			
			<author>
				<name>David Pierce</name>
			</author>
			
			<title type="html"><![CDATA[It’s time to panic about AI safety]]></title>
			<link rel="alternate" type="text/html" href="https://www.theverge.com/podcast/973668/ai-safety-openai-hugging-face-vergecast" />
			<id>https://www.theverge.com/?p=973668</id>
			<updated>2026-07-31T10:31:18-04:00</updated>
			<published>2026-07-31T10:03:04-04:00</published>
			<category scheme="https://www.theverge.com" term="AI" /><category scheme="https://www.theverge.com" term="OpenAI" /><category scheme="https://www.theverge.com" term="Podcasts" /><category scheme="https://www.theverge.com" term="Policy" /><category scheme="https://www.theverge.com" term="Vergecast" />
							<summary type="html"><![CDATA[When the phrase "OpenAI hacked Hugging Face" has more or less entered mainstream culture, you know we have an AI problem. This week, we learned more about exactly how OpenAI's agent broke out of a sandbox and autonomously traversed the web, including a bunch of other supposedly secure web services, all in the name of [&#8230;]]]></summary>
			
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<img alt="" data-caption="" data-portal-copyright="" data-has-syndication-rights="1" src="https://platform.theverge.com/wp-content/uploads/sites/2/2026/07/VRG_VST_073126_Site.jpg?quality=90&#038;strip=all&#038;crop=0,0,100,100" />
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<p class="wp-block-paragraph">When the phrase "OpenAI hacked Hugging Face" has more or less entered mainstream culture, you know <a href="https://www.theverge.com/ai-artificial-intelligence/972380/open-ai-hugging-face-hack-ai-safety-warning">we have an AI problem</a>. This week, we learned more about exactly how OpenAI's agent broke out of a sandbox and autonomously traversed the web, including a bunch of <a href="https://www.theverge.com/ai-artificial-intelligence/972441/openai-rogue-ai-agent-hacked-more-than-hugging-face">other supposedly secure web services,</a> all in the name of cheating on a benchmark tests. </p>
<p class="wp-block-paragraph">The fact that this hack happened is a problem. So is the fact that it took a while for <a href="https://www.theverge.com/ai-artificial-intelligence/971003/openai-reportedly-didnt-notice-its-ai-agent-hacking-hugging-face-until-a-week-later">anyone to notice.</a> And the fact that it seems no one is willing or able to do much to stop it. (And lest you think it's just an OpenAI problem, since we recorded this episode <a href="https://www.theverge.com/ai-artificial-intelligence/973586/anthropic-just-now-realized-its-ai-models-hacked-other-companies-three-times-by-accident">Anthropic acknowledged its models</a> ha …</p>
<p><a href="https://www.theverge.com/podcast/973668/ai-safety-openai-hugging-face-vergecast">Read the full story at The Verge.</a></p>
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									</content>
			
					</entry>
			<entry>
			
			<author>
				<name>Nilay Patel</name>
			</author>
			
			<title type="html"><![CDATA[Tariffs didn’t bring manufacturing jobs back to the US]]></title>
			<link rel="alternate" type="text/html" href="https://www.theverge.com/podcast/971306/tariffs-liberation-day-ai-trade-shipping-jobs-canada" />
			<id>https://www.theverge.com/?p=971306</id>
			<updated>2026-07-29T14:56:55-04:00</updated>
			<published>2026-07-27T11:00:00-04:00</published>
			<category scheme="https://www.theverge.com" term="Decoder" /><category scheme="https://www.theverge.com" term="Podcasts" /><category scheme="https://www.theverge.com" term="Policy" /><category scheme="https://www.theverge.com" term="Politics" /><category scheme="https://www.theverge.com" term="Tech" />
							<summary type="html"><![CDATA[Today, I’m talking with Evan Smith, who is cofounder and CEO of Altana, a company that develops software tools to manage big, messy supply chain networks around the world. We last had Evan on in early 2025 to talk about how Trump’s first few waves of tariffs were starting to affect global trade and what [&#8230;]]]></summary>
			
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<img alt="A stylized illustration of Altana CEO Evan Smith" data-caption="" data-portal-copyright="" data-has-syndication-rights="1" src="https://platform.theverge.com/wp-content/uploads/sites/2/2026/07/DCD_20260727_SmithAltana.jpg?quality=90&#038;strip=all&#038;crop=0,0,100,100" />
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<p class="has-drop-cap wp-block-paragraph">Today, I’m talking with Evan Smith, who is cofounder and CEO of Altana, a company that develops software tools to manage big, messy supply chain networks around the world.</p>

<p class="wp-block-paragraph">We <a href="https://www.theverge.com/decoder-podcast-with-nilay-patel/631082/trump-tariffs-iphone-altana-ceo-evan-smith-interview">last had Evan on</a> in early 2025 to talk about how Trump’s first few waves of tariffs were starting to affect global trade and what patterns Altana was seeing in all that macro-level data about shipping and trade. It was a very alarming and also very illuminating chat; Evan and I got into the existential weeds of international relations and economics almost immediately. It was a great conversation.</p>

<p class="wp-block-paragraph">A year and a half later, and everything is somehow even more chaotic than it was the last time Evan and I talked — and that’s true both about trade and in the business world. And, as you’ll hear, we jumped right back into the weeds yet again.</p>

<p class="wp-block-paragraph">Developments in agentic AI have changed what Altana can do, but like every software company, they’ve also changed how Altana can do it. You’ll hear Evan describe how AI is changing how they make software for a very demanding set of clients that manage billions in international trade — which is causing some big debates about how a software company even runs in 2026.</p>

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<p class="wp-block-paragraph"><em>Verge</em> subscribers, don&#8217;t forget you get exclusive access to ad-free <em>Decoder</em> wherever you get your podcasts. Head <a href="https://www.theverge.com/account/podcasts">here</a>. Not a subscriber? You can <a href="https://www.theverge.com/subscribe">sign up here</a>. </p>
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<p class="wp-block-paragraph">And of course, what they do also needs to change more or less daily. Trade policy is changing rapidly around the world but likely nowhere faster than here in the US. Between the Trump administration’s whack-a-mole tariff policies and war in Iran, it’s very hard to keep up with the current rules.</p>

<p class="wp-block-paragraph">That’s where Altana comes in. All that data coming from all around the world gives Evan a really high-level view of what’s actually happening. All those tariffs, for example, were supposed to bring manufacturing jobs back to the United States. So I asked Evan directly: Is that actually happening? Spoiler alert — you won’t be surprised to hear him say “no.” And while it’s clear the world still relies on global supply chains, the pressure placed on economic chokepoints like the Strait of Hormuz is going to get higher than ever.</p>

<p class="wp-block-paragraph">There’s a lot going on in this one — as you can tell, Evan and I really enjoy talking to each other.</p>

<p class="wp-block-paragraph">Okay: Altana CEO Evan Smith. Here we go.</p>

<iframe frameborder="0" height="200" src="https://playlist.megaphone.fm?e=VMP4137105999" width="100%"></iframe>

<p class="wp-block-paragraph"><em>This interview has been lightly edited for length and clarity.</em></p>

<p class="wp-block-paragraph"><strong>Evan Smith, you&#8217;re the co-founder and CEO of Altana. Welcome back to </strong><strong><em>Decoder</em></strong><strong>.</strong></p>

<p class="wp-block-paragraph">It&#8217;s good to be here again. Thanks for having me.</p>

<p class="wp-block-paragraph"><strong>I was looking over our </strong><a href="https://www.theverge.com/decoder-podcast-with-nilay-patel/631082/trump-tariffs-iphone-altana-ceo-evan-smith-interview"><strong>last interview</strong></a><strong> from about a year and a half ago, and boy, we got straight into the existential weeds of what it means to run the global economy and what was changing. People can go back and watch, read, or listen to that interview. It&#8217;s very good. I really enjoyed it.&nbsp;</strong></p>

<p class="wp-block-paragraph"><strong>The thing that strikes me about the past year and a half is that some of this stuff was theoretical the last time you were on the show. You founded Altana on the idea that globalization as we knew it — what you call, &#8220;globalization 1.0&#8221; — was going to come to an end, it was going to get more complicated, and the world needed software to solve it. The rubber has hit the road. It has gotten more complicated. It&#8217;s getting more complicated by the day. Even as we speak this week, it is getting more complicated. Even over the last year and a half it feels like it has gone from being a bet to being something very practical now. Is that how you see it?</strong></p>

<p class="wp-block-paragraph">Completely. One of our investors described Altana as, &#8220;an index bet on global dislocation.&#8221;</p>

<p class="wp-block-paragraph"><strong>That&#8217;s a lot. Can I just ask you maybe a philosophical, emotional question about that? I get a lot of feedback from our audience. You have CEOs on the show and they talk about making bets in this way, and on the ground, it&#8217;s chaos. So, I get an index bet on dislocation. That sounds great on CNBC, right?</strong></p>

<p class="wp-block-paragraph"><strong>I understand exactly how that plays to that audience. How do you feel about that approach to the world, especially as a software company that kind of just makes a map for people, and how it plays out for regular people? I think regular people right now are really struggling and they&#8217;re really confused. They&#8217;re very anxious.</strong></p>

<p class="wp-block-paragraph">Well, trade touches virtually every part of or most of our lives. So, our mission is to fix globalization, but we&#8217;re not retreating from globalization. We&#8217;re leaning into it. But we believe that globalization needs to be fixed. It needs to be more trusted, more secure, more fair. That&#8217;s a recognition that trade will and should continue across borders. That&#8217;s the animating ethos in the company. We work with our customers who in most respects are on the front lines of all this stuff. We work with eight of the 10 biggest logistics providers. We work with the government agencies that have to scramble to enforce these laws. Then, we work with importers and their supply chains to comply with them. And the stakes are huge. Do medical devices get to the hospital? What&#8217;s the price of fuel and food?</p>

<p class="wp-block-paragraph">So, I couldn&#8217;t agree with you more that the dislocation ultimately has the most profound consequences for everyday people, but that&#8217;s the point, right? Trade is the lifeblood of growth. This is how we feed ourselves, sustain ourselves, and protect ourselves. So, how do you have both at the same time? How do you have more enforcement and more fracturing as geopolitics play out, but have more trade, more growth, and more economic security? I think Altana is the answer to that question.</p>

<p class="wp-block-paragraph"><strong>The reason I&#8217;m asking is that I&#8217;m worried that there&#8217;s too many layers of abstraction — not with you but with everyone. Building solutions for our current world. You</strong><a href="https://www.wsj.com/logistics-report/altana-acquires-ai-platform-to-tackle-customs-complexity-0bf30fa2"><strong> just acquired</strong></a><strong> a company called Cervo AI. Literally as we&#8217;re speaking. The press release is dated today.</strong></p>

<p class="wp-block-paragraph">I&#8217;ve had a smile on my face all day, but yeah, it just hit the wire.</p>

<p class="wp-block-paragraph"><strong>It makes an AI platform to solve customs brokerage, which was not a problem in an earlier version of globalization.</strong></p>

<p class="wp-block-paragraph">Correct.</p>

<p class="wp-block-paragraph"><strong>The trade was flowing and products were moving across borders. Now, all the walls are up and everyone has to do more paperwork. And here&#8217;s Altana like, &#8220;We see an opportunity. We&#8217;re buying an AI platform that literally fills that paperwork at borders.&#8221; I look at that and I&#8217;m like, &#8220;Well, that was very smart.&#8221; It feels like the right answer for one problem. It also, to me, feels like the dumbest problem. We&#8217;re now having robots fill out forms presumably for other robots to read just to get back to the trade we had before.&nbsp;</strong></p>

<p class="wp-block-paragraph"><strong>I get it. A couple layers of abstraction away, this is the smartest bet. Then, down on the ground, I&#8217;m like, &#8220;So, it&#8217;s an AI that fills out forms that we didn&#8217;t have to fill out before.&#8221; The only rational response to that is another AI system on the other side reading the forms. What are we doing here?</strong></p>

<p class="wp-block-paragraph">Just to be cheeky with you for a moment, we do have our own AI agents and AI systems on one side of the border talking to our AI systems and agents on the other side of the border.&nbsp;</p>

<p class="wp-block-paragraph">I don&#8217;t think it&#8217;s just founder bullshit to say that the future is some version of agentic orchestration of the trade network. That&#8217;s a sensible statement whether or not there&#8217;s policy volatility out there or not. The technological revolution that enables that is moving at pace, so we&#8217;re surfing that wave, we&#8217;re applying these technologies, and in some cases, we&#8217;re inventing a few. But in order to have global commerce, to have strawberries in the wintertime in the US, you have to somehow solve this border complexity problem. Your notion of if we shot ourselves in the foot is a fair question. You and I talked about this on the last episode, but I think no matter what, the US, Europe, the West, and even China in its own way, is reckoning with new geopolitical and economic security calculus. So, in a world of disequilibrium — which we&#8217;re in — where you don&#8217;t have a hyperpower that can police the entire world, all of the maritime shipping lanes, and the rest of it, there is going to be a whole lot more weight placed on economic and national security. We&#8217;re seeing the weaponization of choke points through the supply chain and global logistics network.&nbsp;</p>

<p class="wp-block-paragraph">So, it&#8217;s not theoretical. It&#8217;s happening. We&#8217;re all reading the same news. Back to the border and to customs, the question again is, &#8220;How do we have more security and more enforcement at the same time we have vibrant trade and growth?&#8221; With all that complexity, I see no other way than to solve it with artificial intelligence.</p>

<p class="wp-block-paragraph"><strong>I want to come back to that. I did it with you again, we immediately got into the weeds. Like I said, you were on the show about a year and a half ago. If people want to take a deep dive into Altana, I think that episode is a really good one, and I recommend it. It was a lot of fun. But just briefly here, describe what Altana is and what it does for people who need to get caught up.</strong></p>

<p class="wp-block-paragraph">Altana connects the public and private sectors into a network for managing trade. It&#8217;s a shared map of the world at the underpinning. So, everyone sees the same supply chain network and the same set of facts. We actually have a collaboration layer on top of that with AI helping all the parties. That now connects government agencies like US Customs and Border Protection (CBP) with eight of the world&#8217;s 10 biggest logistics providers that actually move all these goods around the world. Then, there&#8217;s Fortune 1,000 companies and their suppliers.</p>

<p class="wp-block-paragraph">Think about it as hooking into a shared view of the world, like Google Maps for the supply chain, and then these parties transacting with each other to manage trade. This is where the Cervo AI acquisition we were just speaking about comes in. Agents are increasingly working alongside humans in those interactions within an organization and between organizations.</p>

<p class="wp-block-paragraph"><strong>I want to dive into that specifically because I&#8217;m really curious about how the data works. I know you have a very unique data model for how people work with Altana. I know you have an entire thesis there.&nbsp;</strong></p>

<p class="wp-block-paragraph"><strong>But I want to ask the </strong><strong><em>Decoder </em></strong><strong>questions in a bit of a lightning round so we can get there quickly. Last time we spoke, you had about 240 people. I&#8217;m assuming you&#8217;re growing. How big is Altana now and how are you structured?</strong></p>

<p class="wp-block-paragraph">I think we&#8217;re actually benefiting from some of the AI we&#8217;re purveying. So, the company&#8217;s just under 300 people. We might have just broken 300 with this acquisition. How are we structured? We are trying to run more of the company through an extended leadership team these days. So, we&#8217;re covering an enormous amount of ground. I think we work with nine governments around the world. We have three product lines that serve different government users. We have this logistics vertical. We work with enterprises the world over and their suppliers. It&#8217;s incredibly broad and it&#8217;s incredibly complex.&nbsp;</p>

<p class="wp-block-paragraph">The point of saying all that is because within a 300 person company, the communication and coordination challenges are just massive. One of the things I&#8217;m trying to solve is how to get more of the leaders in the company seeing the whole playing field, having the same debates, and synthesizing the information at whole company level and not just their function.</p>

<p class="wp-block-paragraph">So, it&#8217;s messy and people complain that, &#8220;Oh, we had this two hour meeting. It was very expensive because we weren&#8217;t talking about my thing.&#8221; But my instinct is that it&#8217;s the least bad way to run the company these days as we gain scale and grow into the ambition of the business where we&#8217;re covering so much ground.</p>

<p class="wp-block-paragraph"><strong>That I think connects directly to my other </strong><strong><em>Decoder</em></strong><strong> question. The last time you were on the show, you actually told me your process for making decisions was rapidly evolving. You said you had moved from a consensus model in areas where you had a lot of expertise to being really decisive, particularly on product and product management, and that you were going to be more opinionated and faster there while leaving the other stuff behind. That&#8217;s kind of what you&#8217;re describing at scale now. Is that still the framework? Has it evolved more? How are you making decisions?</strong></p>

<p class="wp-block-paragraph">That&#8217;s definitely stayed true. What&#8217;s happened since then is that as of March of last year, we have injected folks into the company that have really, really deep domain expertise in some of the areas we&#8217;re working in, such as trade, customs compliance, logistics, and procurement. With the advent of agentic design and agentic coding, one of the things we&#8217;re really leaning into is how to get to the right product judgments faster since it took founder-level conviction and synthesis to make some of these big bets before.&nbsp;</p>

<p class="wp-block-paragraph">That&#8217;s still true, but what&#8217;s been really cool over the last six months is that as we&#8217;ve brought in these really deep domain experts, we can take traditional product design, product management, and discovery function, and pair it with deep domain expertise to get to the right product judgment so much faster. Then, the execution of that workflow or the build-out of the modeling steps is also much faster in this new way of coding and developing. I would just say that we have to move fast because the world&#8217;s changing really fast. That is true, and it&#8217;s probably going to stay true. What&#8217;s different from a year and a half ago is that you now have this agentic product development life cycle that just gives you so much more velocity and the ability to get to the right place faster.</p>

<p class="wp-block-paragraph"><strong>Talk about that a little bit more. I&#8217;ve talked to CEOs of bigger companies that are much more stable and much older, and there&#8217;s an idea that there&#8217;s some kind of grand shake-up between what a product manager does, what a designer does, and what an engineer does, and that everyone&#8217;s going to get the same skills and maybe that classic trio doesn&#8217;t have to exist anymore. The bigger companies have got to manage that pretty carefully. They&#8217;re architected around those roles in very specific ways.</strong></p>

<p class="wp-block-paragraph"><strong>I think it&#8217;s fair to say Altana is still a startup, right? You&#8217;re still operating it a bit like a startup.</strong></p>

<p class="wp-block-paragraph">Totally.</p>

<p class="wp-block-paragraph"><strong>It sounds like you don&#8217;t have any of that baggage. You can just start over and say, &#8220;My domain experts are now going to be product designers in whatever way that that works.&#8221; Are the tools good enough for you to do that as a software CEO, or do you still have the other roles backstopping everything?</strong></p>

<p class="wp-block-paragraph">Yeah, it&#8217;s getting pretty psychedelic. It&#8217;s all blending together. My favorite has been watching some of our engineers lean in to design. You&#8217;re seeing it in all directions, but there&#8217;s definitely a convergence of those functions where a designer can ship code and a product manager can design and prototype. A project manager can ship code and just handle tickets themselves. Engineers can get in on the design game.</p>

<p class="wp-block-paragraph">I&#8217;d be lying if I said we had the end state fully realized, but this is an active conversation that we&#8217;re having out loud with all the stakeholders in the company. These roles are converging, what are the new ways of working, and how are you going to expand your skillset and push into this new horizon? I think almost everybody&#8217;s been excited to be along for that ride and try to surf the wave, but it does threaten certain egos. If you&#8217;ve come up as a close-to-the-metal engineer, this is threatening. If you&#8217;ve come up as a really principled user experience researcher and product designer, this can be threatening. So, just like anything else, change is hard and you got to manage it through a cultural transformation of the organization.</p>

<p class="wp-block-paragraph"><strong>Altana is not that old. How much transformation are we talking about here?</strong></p>

<p class="wp-block-paragraph">Plenty. We&#8217;re coming up on eight years now. I would say the difference is that we&#8217;ve got a team that&#8217;s pretty mature for a tech company because of the scale, ambition, and complexity of what we&#8217;ve taken on. We tend to hire people later in careers. Obviously, there&#8217;s a spectrum, but especially on the engineering side especially, we&#8217;ve got some really, really seasoned people. The same is true in commercial. So, it&#8217;s not just about how old is the organization. It&#8217;s about how long have folks built mastery in these domains.</p>

<p class="wp-block-paragraph"><strong>I was going to ask you about that. Your clients are not lax customers. They have opinions. As you said, the stakes are very high. You&#8217;re not building productivity software, right? How do you manage the stakes of building that software against the pull to re-architect how the software is built? I know you could manage the stakes with the old way. Those old ways are proven and tested. You have a lot of people at your company. It sounds like they know those ways. You&#8217;re far less tested with the pull to build companies around new ways of making software.&nbsp;</strong></p>

<p class="wp-block-paragraph">You&#8217;re probably putting your finger on the raw nerve between me and our engineering team. Look, it&#8217;s getting incredibly easy to prototype and get an MVP out there. It&#8217;s still hard to get highly functional, highly performant, at-scale software deployed with service-level agreements (SLA) that include 99.999 percent uptime for workloads at some of the most important organizations in the world. So, it&#8217;s a tension. We certainly haven&#8217;t solved it. We&#8217;re starting to chip away at the edges of some of these things. I&#8217;m sure you&#8217;ve heard of and had conversations around harnesses?</p>

<p class="wp-block-paragraph"><strong>Mm-hmm.</strong></p>

<p class="wp-block-paragraph">So, putting real scaffolding around the code base and knowing how these systems interact with each other, follow rules, and test themselves. That&#8217;s getting better and better, and it&#8217;s getting more degrees of freedom to ship quickly, to run those tests, and make sure things aren&#8217;t breaking. But it&#8217;s not a panacea, and we&#8217;re not in the promised land with infinite coding and infinite roadmaps as much as the hype would say otherwise.</p>

<p class="wp-block-paragraph"><strong>Boy, does the hype say otherwise. There&#8217;s the global economy you and I are going to talk about, and there&#8217;s the global economy right next to it that is entirely built on some of that hype.</strong></p>

<p class="wp-block-paragraph"><strong>You have a bunch of talented people who know what they&#8217;re doing. Then, there&#8217;s your customers, and I&#8217;m guessing your customers are very conscious of their margins, right? I&#8217;m guessing they push you on cost because you’re just an added cost to getting the goods to the end user and selling it for whatever money you&#8217;re going to sell it for.&nbsp;</strong></p>

<p class="wp-block-paragraph"><strong>How are you managing your token costs? The idea that you&#8217;re going to burn a lot of tokens inside these harnesses to get to some good outcome might increase your costs more than hiring people. This is the dynamic that we&#8217;ve heard about so much. I&#8217;m guessing your customers are not like, &#8220;Wait, you cost more money because you&#8217;re burning more tokens inside of your harness?&#8221;</strong></p>

<p class="wp-block-paragraph">Well, let&#8217;s have the conversation first about internal costs. In my observation, every tech company and everybody in the tech industry is having the same AI conversation at the same time. It&#8217;s funny, as soon as I heard it on a podcast, we started internally saying, &#8220;You know, some of these frontier model costs per token are just getting crazy, and what are we going to do to get observability and controls? Should we flip the permissioning model where you have to get permissioned into Claude Fable and not the other way around?&#8221; Everyone&#8217;s having that conversation at the same time. But it&#8217;s like $20, $50 bucks, 1 million tokens. So, the economics are kind of forcing the conversation.</p>

<p class="wp-block-paragraph">That being said, we haven&#8217;t really seen token spend impact our bottom line in a material way. Sure, has it gone up on the margin? Yes, but I think we&#8217;re shipping faster, we&#8217;re being more productive, so it&#8217;s a no-brainer ROI. It hasn&#8217;t even gotten to my consciousness except for, like I said, a few weeks ago with Fable.</p>

<p class="wp-block-paragraph">In terms of flowing through cost to customers, we have different sets of products. Some of them are scaling on the dimension of the products under management — the physical goods under management. So, if you&#8217;re on the Altana network, you&#8217;re managing your products, their parts, and the value chain networks associated with them. You can share those product passports with your customers, your freight forwarder, or your regulator. So, that&#8217;s the network we built. The more products or physical goods that you manage on the Altana network, the more we charge you. That&#8217;s one dimension of it. That doesn&#8217;t necessarily scale with AI compute. It does in a little way, but not from our pricing standpoint.</p>

<p class="wp-block-paragraph">What we&#8217;re now reckoning with with this Cervo acquisition and some of our agentic workflows that we built ourselves is having agents do work. Agents can run up a lot of compute. So, that is a gross margin question that you have to manage carefully. Then, you get into pricing dynamics with customers where it&#8217;s like, &#8220;Well, what&#8217;s the value of the work?&#8221; Charging for tokens is kind of silly. We&#8217;re going towards charging for outcomes and for units of work where there&#8217;s some alignment around the value of work. To bring it back to the acquisition we&#8217;re announcing, in customs brokerage, you have an existing pricing model where these logistics providers are charging the businesses whose goods they move on a per customs declaration basis. It&#8217;s anywhere from $20 on the very low end to $250 on the high end for more complex customs entries. You do that day after day after day, shipment after shipment after shipment, and it kind of runs the cash register.</p>

<p class="wp-block-paragraph">With agentic AI being able to do most of that work now, it puts you in some really interesting places, both as Altana and as a global logistics provider to experiment with pricing. Does it make sense to have a $200 per entry pricing model, or can we kind of shift the value creation left and say, &#8220;Hey global freight forwarder, we are going to help you manage your supply chain network to be more compliant and to be more resilient. We&#8217;re going to help orchestrate your supply chain and we&#8217;re going to stop billing you transactionally to clear goods across the border?&#8221;</p>

<p class="wp-block-paragraph"><strong>It strikes me with this acquisition, in particular, the governments and people of the world are putting up a lot of trade barriers for a lot of reasons. You have a view of what you might call the path of least resistance. How do I get this object from here to there with the fewest amount of forms? It&#8217;s funny because the forms represent one kind of friction, and you can just point the gun at it. You just point the agent at it and overcome the friction.&nbsp;</strong></p>

<p class="wp-block-paragraph"><strong>Do you find that the AI systems are getting more efficient at that? In general, my criticism of AI is that it&#8217;s not actually learning. If you fill out the form one time and then you run the agent again, in many ways, it&#8217;s starting over from scratch. You&#8217;re going to burn all the same tokens again. Maybe the inference will get more efficient, but the compute task itself does not get optimized, even though it&#8217;s been repeated so many times. Is efficiency there for you?</strong></p>

<p class="wp-block-paragraph">Yeah, there is. In the world of LLMs predicting the next token, you&#8217;re right. In a world of agents that follow standard operating procedures (SOPs), I think you&#8217;re wrong. I&#8217;ll narrow it specifically to where I know what I&#8217;m talking about, which is this trade, customers, and supply chain world. So, with the Cervo platform — now part of Altana — you can say as a logistics provider, &#8220;I&#8217;m going to create standard operating procedures for every one of my customers and their data pathologies. I&#8217;ve got PDFs with these data fields with weird numerical formats. I&#8217;ve got Chinese script coming in alongside English script. Here&#8217;s how to handle these weird edge cases that would break earlier systems.&#8221;&nbsp;</p>

<p class="wp-block-paragraph">You can feed the machine a document to distill rules, like standard operating procedures, and to handle that just like a human would follow those rules. They also have the user experience where, as the broker interacts with customs entries and data coming from the supply chain on a customer-by-customer basis, they use a workflow where, as the user modifies something here or there, the platform auto-suggests an update to that standard operating procedure. Then, you can go and key in an SOP from scratch.&nbsp;</p>

<p class="wp-block-paragraph">So, it&#8217;s learning SOPs, it&#8217;s codifying SOPs, and it follows SOPs. Is there la theoretical way that those SOPs could be broken or where there&#8217;s a fail case? Surely. But in general, it&#8217;s amazing. This is why agentic AI in the general logistics space is having its moment. Every fifth company in Y Combinator is doing something around logistics automation where it&#8217;s like, &#8220;Oh, I can take all these unstructured and semi-structured data inputs and extract information from them, reason about them on a customer, trade lane, or outcome-specific basis, and then orchestrate a workflow.&#8221; That just wasn&#8217;t technically possible until like January.</p>

<p class="wp-block-paragraph"><strong>I do love the phrase “data pathologies.” I like the idea that a company&#8217;s structured data is actually diseased in some way, and AI can solve it.</strong> <strong>It&#8217;s very good.</strong></p>

<p class="wp-block-paragraph"><strong>I hear you that I&#8217;m wrong. You can build a system around the models that gets more intelligent over time and maybe gets more efficient on a timescale. I&#8217;m just asking about literally burning tokens, like using the intelligence of the models. Is that getting more efficient or is it the deterministic systems around it that help the users update these standard operating procedures?</strong></p>

<p class="wp-block-paragraph">I&#8217;m probably the wrong person to be highly opinionated about this, but my co-founder, who is entitled to this opinion, has observed that there&#8217;s no real ROI on Fable right now.</p>

<p class="wp-block-paragraph"><strong>Okay. So the more intelligent model is not helping you out. I&#8217;m curious about this because Altana, as a software platform, solves a lot of very bureaucratic challenges as trade barriers go up.&nbsp;</strong></p>

<p class="wp-block-paragraph"><strong>There&#8217;s another set of challenges I want to ask you about, which are essentially military challenges. We&#8217;ll come to that. But it seems like it&#8217;s a bit of a cat and mouse game between the amount of bureaucratic trade barriers we can put up and the amount of software we can deploy at those barriers to overcome them. At some point, the cost curve might bend and the bureaucracy might win.</strong></p>

<p class="wp-block-paragraph">Well, I&#8217;ll tell you our product strategy and our overall thesis on flipping the script. Right now, every time a shipment arrives at the border, it&#8217;s as though it&#8217;s the first time the government has ever seen that shipment of goods.</p>

<p class="wp-block-paragraph"><strong>This is an abstract government or our government?</strong></p>

<p class="wp-block-paragraph">Every government in the world.</p>

<p class="wp-block-paragraph"><strong>Okay.</strong></p>

<p class="wp-block-paragraph">What I&#8217;m saying is true. So the customs process has been built up for millennia to scrutinize a shipment, levy the goods, and then let it through the border. It used to be the case that when we were using cuneiform tablets and there were sailboats going up the Tigris or Euphrates River and transporting goods, somebody could look at each of the things in there, issue a levy, and that was it. As container shipping came about and the scale of goods entering at a port just exploded, along with air cargo and that velocity, it became impossible to look at all the shipments and the goods in the shipments.</p>

<p class="wp-block-paragraph">So for decades, the whole concept was that we&#8217;ll do random sampling, random targeting, and we&#8217;ll let the intuition of port officers dictate what they&#8217;re going to go look at. After 9/11, that was no longer okay. A whole new technology and policy framework arose in the post-9/11 world: risk-based targeting and segmentation. The idea was we&#8217;re going to try and pick needles out of the haystack using analytics. Those were pretty crappy with the systems that existed at the time. I&#8217;m not going to name names, but one major government I know intimately well has a 0.5 percent targeting hit rate in its customs targeting system. These are rules-based systems where if a container of frozen squid comes in, search it for cocaine. That&#8217;s a real example.</p>

<p class="wp-block-paragraph"><strong>That&#8217;s great.</strong></p>

<p class="wp-block-paragraph">They <a href="https://www.reuters.com/world/europe/greece-finds-109-kilos-cocaine-container-with-frozen-squid-police-sources-say-2024-05-28/">found cocaine one time</a> in a box of frozen squid, and every single shipment of frozen squid thereafter has been opened. Guess how many times they&#8217;ve found cocaine in the box?</p>

<p class="wp-block-paragraph"><strong>I&#8217;m going to guess it&#8217;s zero.</strong></p>

<p class="wp-block-paragraph">Zero, yeah.</p>

<p class="wp-block-paragraph">So, that&#8217;s been the state of the art for the last 20 years. Now, our point of view is that with AI, two things are possible. One is that you can continuously monitor and screen everything. You don&#8217;t have to selectively target. Two is that as these trade policies are increasingly focused on the goods and their provenance — I&#8217;m sure we&#8217;ll get to that conversation, but network shape and supply chain network is the dimension of trade analysis — it becomes imperative to have a sense of product identity instead of just going transaction by transaction at the border where it&#8217;s Groundhog Day and you&#8217;ve never seen this [good] before. I would have to reason about whether this is the right customs code or the right duties and whether the Food and Drug Administration got the permit to release these pharmaceuticals or whatever. We ought to just have a library of trusted goods in the same way that we have a register of trusted travelers.</p>

<p class="wp-block-paragraph">And that&#8217;s what we&#8217;re building. So, an Altana Product Passport for the US government is a library of known, continuously monitored, and vetted goods and their production pathways where in one shot you can look at the compliance attributes, their national security dimensions, the safety dimensions, the tariff dimensions of it, and have that all continuously reviewed and monitored. The benefit to the importer is they&nbsp; do it once.</p>

<p class="wp-block-paragraph">I remember going through the airport in the early days of trusted traveler programs and thinking that there&#8217;s no way in hell I was going to give the government any information about my travel, my personal life, any of that. I don&#8217;t have to. Then, you see the benefit of the security and travel facilitation. Well, I think I&#8217;ll make that trade. That&#8217;s where we&#8217;re enabling the private sector to engage with government agencies around the world in a new way. So, we&#8217;re doing this now at scale in the United States. We&#8217;re doing it at scale in the context of defense procurement. We&#8217;re going to be doing this in a pilot context in Europe and I think the UK in the coming months.</p>

<p class="wp-block-paragraph"><strong>There&#8217;s a lot to unpack there. I&#8217;m curious about the Product Passports. Again, this strikes me as a solution to an administrative or political problem. The Trump administration particularly wants to move manufacturing out of China and reduce this dependency on China. A lot of companies, big companies, want to move their supply chains to get them out of those risky parts of the world. Maybe they want to clean up the environmental or labor impacts of their supply chains. You provide all that to them. We can vet this, this product is going to show up. Like I said at the top of the conversation, the rubber has really hit the road on all those policy goals.</strong></p>

<p class="wp-block-paragraph"><strong>Are you seeing manufacturing move out of China into the United States? You&#8217;ve got these passports. Are you seeing the origins of those passports change in meaningful ways? Do those passports change in meaningful ways?</strong></p>

<p class="wp-block-paragraph">Yes, although probably not exactly in line with the policy objectives of the administration. Without getting into political commentary, which I&#8217;ll mostly skip, I&#8217;ll give you some points of view as a reader of the news and of the data, and as an observer of the supply chain network itself through our own platform. One question is if the United States is reducing its dependency on China as a source of manufacturing. I think the answer, controversially, is no.&nbsp;</p>

<p class="wp-block-paragraph">So, what&#8217;s happened? We see this in our data. We see this in the macro statistics as well. Since these trade barriers, in particular the Liberation Day tariffs and everything since, you&#8217;ve seen a proportionate decrease in Chinese exports to the United States with a proportionate increase in US imports from third-party countries like Vietnam, Mexico, Canada, and Malaysia. We can see through our own platform where those input flows of goods are coming from, and the answer is China. So basically, we&#8217;ve just rerouted Chinese goods through third-party countries where they&#8217;re undergoing some amount of transformation (or not) and are on their way to the same end market destination at a higher cost. We can say that numerically.</p>

<p class="wp-block-paragraph">Now, that&#8217;s part of the dynamic behind the renegotiation of the United States-Mexico-Canada Agreement (USMCA), for example. I&#8217;m sure we&#8217;ll talk about that, but this notion of supply chain traceability becoming the buzzword in all of these industrial policy and trade policy initiatives is at the core of it. What&#8217;s the actual provenance of the goods? What&#8217;s the multi-tier value chain network of the goods? We have to know that if we&#8217;re going to have policies that try to reshape the network itself. So, that&#8217;s one dimension of the China question.</p>

<p class="wp-block-paragraph">I think another one is, have we created more jobs? Have we created more manufacturing in America? There, I think it&#8217;s kind of a mixed picture. The <a href="https://www.pmi.spglobal.com/">Purchasing Managers Index</a> (PMI), which is an index of manufacturing output in the United States, went down after the tariffs. So, we were declining as an economy following the big wave of tariffs last year in terms of our manufacturing output. In the last five or six months, that number&#8217;s actually trended above 50 percent on a scale of one to 100, but it&#8217;s above the neutral level. It&#8217;s now actually increasing and it has been increasing. I don&#8217;t know that this is true, but one way you might observe that is in the initial shock. You have US manufacturers that are importers of stuff in order to make more stuff. If the input availability of those things is highly disrupted, then so are their supply chains and their output. I know anecdotally from our own customer base, that was absolutely the case.&nbsp;</p>

<p class="wp-block-paragraph">So, the first impact of the tariffs was actually negative for US manufacturing. What might be playing out that we should be open-minded about is that as the network adapts to the new tariff environment, you&#8217;re seeing a general tilting of the scales in favor of US manufacturing and therefore an increase in the PMI and the rest of it. What might also be playing out is that the AI data center thing is peanut buttering over everything.</p>

<p class="wp-block-paragraph">Then, just the last thing on manufacturing is, are we or are we not creating a bunch of manufacturing jobs in America? Again, no political statement here. Just kind of observing the data. On a net basis, the answer is no. So, manufacturing jobs continue to decline. How do you square this increase in manufacturing output that we just talked about with the decline in manufacturing jobs? The answer there must be industrial automation. I think it was always kind of naive to imagine that we&#8217;d go back to the assembly lines of the 1920s in America. Is it important to have economic security for a country? Yes. Is it important to have the manufacturing capacity to make very important things on your own soil or with trusted allies? Yes, it is. Are those efforts going to lead to an explosion in blue-collar, well-paying jobs? That is a question that has not been answered.</p>

<p class="wp-block-paragraph"><strong>I do think we can leave aside the political question of who in the administration sold a very naive vision of what would happen after these tariffs and who didn&#8217;t. But on a policy basis, the goal of the tariffs was to increase costs on goods made out of the country. So, we would manufacture them here and it would become economically viable to manufacture things here.&nbsp;</strong></p>

<p class="wp-block-paragraph"><strong>You&#8217;re saying basically that has not happened. And if it does happen, those factories will be automated anyway. We had the </strong><a href="https://www.theverge.com/podcast/875233/siemens-ceo-roland-busch-ai-automation-digital-twins-nato-tariffs"><strong>CEO of Siemens on the show</strong></a><strong>, which builds factories for people. He said straight up, &#8220;Yeah, I&#8217;m going to put robots in Kansas. That&#8217;s the way we&#8217;re going to do it if we do it at all.&#8221; Are you seeing that kind of explosion of interest? Are you seeing that kind of response? There&#8217;s USMCA news literally today that we will come to, and maybe that will shake everything up again. But it&#8217;s been a year and a half since Liberation Day, since that whole conversation. Whether or not that actually happened, I think you&#8217;re confident in assessing just based on the numbers.</strong></p>

<p class="wp-block-paragraph">I think at the macro level, it seems clear that manufacturing is generally going up after going down at first. Manufacturing jobs are not, and industrial automation would explain that. I have a front-row seat to a few different industries, just given the work we do, and I&#8217;d say there&#8217;s evidence of the industrial policy working. I&#8217;ll give you one: drones, or autonomy more generally. So, the Chinese control roughly 90 percent of the relevant value chain components for autonomous systems. Even if you have a US startup that&#8217;s saying, &#8220;Hey, we&#8217;re making everything here in America,&#8221; no, you&#8217;re not. You&#8217;re assembling component parts to make an air or land-based drone, and you&#8217;re saying it&#8217;s made in America.</p>

<p class="wp-block-paragraph"><strong>We had Adam Bry from Skydio </strong><a href="https://www.theverge.com/podcast/949195/skydio-ceo-adam-bry-autonmous-drones-china-red-lines-military"><strong>on the show</strong></a><strong> just a few weeks ago. This was legitimately the conversation he and I had. It was, “where does it come from?”</strong></p>

<p class="wp-block-paragraph">We are helping that industry with this question and with that problem statement, but it&#8217;s not going to happen overnight. What I will say is that a couple policies actually came together in a coordinated way to create a real US market not just for the end platforms but the components themselves. So, on the one hand, you had a bunch of FCC restrictions and import restrictions generally that said none of the logic or system controls can come from China. They have to be US made and have to have US parts, or at least non-Chinese in the fine print. What that did was effectively turn off the supply chain for these platforms and make everything more expensive.&nbsp;</p>

<p class="wp-block-paragraph">To pair alongside that, what they did was they created a large source of demand and revenue. In the Department of War, there&#8217;s now this program called <a href="https://www.war.gov/Spotlights/Drone-Dominance/">Drone Dominance</a>, which is billions of dollars of committed capital. So, there&#8217;s a strong market signal. Actually, autonomous is playing a role in certifying the value chain. How do you have component parts that are trusted and where there&#8217;s real provenance? It&#8217;s pretty wild. You&#8217;re seeing a little Shenzhen forum in El Segundo with all these defense tech bros who are building autonomous systems. That&#8217;s kind of what it takes. You have to shape the market sufficiently to achieve your policy objective. Some of it is like putting up barriers. Some of it is putting up outright bans in this case. Some of it is subsidies and some of it is directed investment.&nbsp;</p>

<p class="wp-block-paragraph">That&#8217;s the other piece of it. Over the last 15 months, the administration has gotten incredibly aggressive on not just throwing up barriers but actually making offensive moves. So, it&#8217;s grants, it&#8217;s equity investments, it&#8217;s loans with warrants, it&#8217;s choosing winners in the private sector and then just plowing capital and procurement into them. We&#8217;re in the process of creating a national stockpile of critical minerals and magnets.&nbsp;</p>

<p class="wp-block-paragraph">Methods aside, is that the right kind of policy outcome to aim at? Yeah, I think so. We learned over the last year and a half that you don&#8217;t have economic security if you don&#8217;t control critical minerals. So, you&#8217;ve got to do something.</p>

<p class="wp-block-paragraph"><strong>Let me ask you about that. Again, last time you were on the show, there was the idea that a bunch of warehouses would pop up in Canada and Mexico to import almost complete products from China so we could get them over the border inside the USMCA. I would say it was like a hack. You knew that was going to happen. You could see it beginning to happen.</strong></p>

<p class="wp-block-paragraph">We could see it happening.</p>

<p class="wp-block-paragraph">The other thing along that same line is that in September, the United States ended the <a href="https://www.theverge.com/news/642601/donald-trump-tariffs-de-minimis-shein-temu">de minimis exemption</a> for low value imports. So, there used to be a threshold where you didn&#8217;t have to pay duties at $800. There was no customs declaration owed. In order to exploit that, you had those Mexican and Canadian distribution centers where containers full of stuff were coming in, but then being drop-shipped one by one across the border to US consumers. So, the same has been true in Europe and the UK, and they too just ended their de minimis exemptions. So, it&#8217;s not just the United States adding all this complexity and friction to businesses and end consumers, this happening everywhere.</p>

<p class="wp-block-paragraph"><strong>Just this week, President Trump </strong><a href="https://edition.cnn.com/2026/07/20/business/canada-tariffs-50-percent-trump"><strong>announced new tariffs</strong></a><strong> on Canada. Maybe because he&#8217;s mad about wildfire smoke, maybe because he&#8217;s mad that Spain won the World Cup. It&#8217;s unclear exactly what happened to provoke a new round of tariffs. US Trade Representative Jamieson Greer just did an </strong><a href="https://www.nytimes.com/2026/07/20/podcasts/the-daily/more-trump-tariffs-are-coming.html?rref=vanity"><strong>interview with </strong><strong><em>The New York Times</em></strong></a><strong> and he&#8217;s like, &#8220;We&#8217;re going to run it back on tariffs. We got smacked down at the Supreme Court, but we take that as an invitation to find a new legal mechanism to do tariffs the way the administration wants, the way that President Trump wants.&#8221;&nbsp;</strong></p>

<p class="wp-block-paragraph"><strong>It is unclear to me what legal foundation the new tariffs against Canada are resting on and whether they will be upheld. Just based on what we have been talking about here — politics and policy outcomes aside — it feels like the tariffs broadly did not do the things the administration wanted. There are some things that worked better, particularly plowing capital into markets and picking winners and losers, which is not a thing that people generally love when the United States government does it but it has worked in some cases. Yet, we&#8217;re going to do tariffs again.&nbsp;</strong></p>

<p class="wp-block-paragraph"><strong>I&#8217;m curious for your view on how trade with Canada will change now that we&#8217;ve announced some tariffs that may or may not exist, that may or may not get rebated over time. More particularly, with your view of the network, how do you see the network adapting to them?</strong></p>

<p class="wp-block-paragraph">Here&#8217;s my take on Canada.</p>

<p class="wp-block-paragraph">The Canadians have not come to the table on renegotiating the trading relationship with the United States. I know that from some of the behind-the-scenes stuff I&#8217;m exposed to but also because it&#8217;s reported. Whereas, Mexico and the United States have been very constructively working on what will become the new rules of the USMCA, in particular supply chain traceability, which is kind of the linchpin of the United States&#8217; new framework. I&#8217;ve got to steer clear of the politics, but the way I see this latest round of Canadian tariffs… so this is <a href="https://uscode.house.gov/view.xhtml?req=goodwill&amp;f=treesort&amp;num=13">Section 338</a>, which I admittedly hadn&#8217;t heard of until a couple of days ago.</p>

<p class="wp-block-paragraph">&nbsp;With 48 hours to consider it, I actually think 338 has a really strong legal foundation for the specific complaint in this case. So, 338 gives the president the authority to implement counteractive measures when a trading partner is selectively biasing or penalizing US trade relative to other countries. And the Canadians did just that over the last year and a half on <a href="https://www.canada.ca/en/department-finance/news/2025/04/list-of-vehicle-products-from-the-united-states-subject-to-25-per-cent-tariffs-effective-april-9-2025.html">autos</a>, on <a href="https://www.dairyherd.com/news/u-s-pressures-canada-dairy-trade-usmca-review-heats">dairy products</a>, and on <a href="https://theconversation.com/canada-is-kicking-its-us-booze-habit-as-trade-tensions-persist-279918">alcohol</a>. There&#8217;s no US alcohol on the same shelves where there&#8217;s European alcohol. There&#8217;s plenty of legal authority for the claims themselves.&nbsp;</p>

<p class="wp-block-paragraph">Where it&#8217;s going to get interesting is the remedy. Section 338 says that the remedies have to be proportionate to the damages. So, were the tariffs, the 50 percent across this peanut butter of Canadian imports, proportionate to the three or four industries that were called out? Probably not, butt how long is it going to take to adjudicate that? It&#8217;s going to be a long time. In the meantime, everyone&#8217;s working to put something new in place for the USMCA since the US opted out of the agreement and now there&#8217;s kind of a shock clock to get some new rules. So, I kind of see the whole thing in the context of them trying to force the Canadians to the table around the USMCA renegotiation.</p>

<p class="wp-block-paragraph"><strong>I can see that in the abstract of, we&#8217;re doing geopolitics and having a good time. We&#8217;re all playing </strong><strong><em>Risk </em></strong><strong>together. But from a policy perspective, Liberation Day happened. You&#8217;re saying it may or may not have had the numeric effects we wanted it to have. Some other policies had good effects. Then, we ended up paying a lot of rebates because the legal foundation wasn&#8217;t solid. Donald Trump and John Roberts are going to be in a fight that&#8217;ll be very interesting to legal academics 100 years from now. But right now on the ground, we&#8217;re about to have that fight again, and we might rebate all those tariffs again. That happened with the Liberation Day tariffs at higher rates.</strong></p>

<p class="wp-block-paragraph">It certainly could play out that way.</p>

<p class="wp-block-paragraph"><strong>You run the software to manage all this administrative and bureaucratic complexity. How do you see the tariff rebates playing out inside your system? Does that tell us anything about how companies and markets might react to this new round of tariffs?</strong></p>

<p class="wp-block-paragraph">We&#8217;re certainly helping our customers with the rebates. We can calculate duties at any point during the time of the then-applicable law and do that over a bunch of complexity, like you said. I think this is the new normal. Again, it&#8217;s not just the United States. The Chinese have put in place the mirror image of the United States from an export licensing standpoint. They&#8217;re compelling the private sector to get certificates,permits, and permission from the Chinese to take critical minerals, battery technologies, a whole set of things, and they can trace those all the way through the end uses and end markets through a big global network. The Europeans are doing the same thing. The Europeans just gave themselves the legal authority to do a whole lot more from the trade barrier and trade enforcement standpoint as a unified customs authority.&nbsp;</p>

<p class="wp-block-paragraph">So, I don&#8217;t see the world going any other way than with unilateral behavior where geoeconomics is part and parcel with geopolitics and it&#8217;s getting expressed mostly as these trade policies but as economic security more broadly.</p>

<p class="wp-block-paragraph"><strong>I think that brings us, sort of inexorably, to the next turn, which is the warfare turn. We can see it playing out today in the Strait of Hormuz, right? The United States launch an attack on Iran, Iran shuts down the Strait. We&#8217;ve basically brought global shipping in that area to a dead halt. We&#8217;re now maybe in a much longer war about who will control the strait and what those tolls will be.</strong></p>

<p class="wp-block-paragraph"><strong>Altana has a role to play there, too. You can watch goods move around there, and you can reroute the goods. Put that into context for us. That is the next turn. It feels like we can play a lot of economic games and a lot of policy games, but when we start firing bullets, everything changes in very dramatic ways that are hard to deescalate. Describe what you&#8217;re seeing there and what the pathways out of it might be.</strong></p>

<p class="wp-block-paragraph">That&#8217;s a big question.</p>

<p class="wp-block-paragraph">I think the lesson that everyone&#8217;s learning in Hormuz is that economic choke points can and will be wielded against adversaries, and that they can and will lead to live, physical warfare outcomes. It&#8217;s no longer theoretical. It&#8217;s no longer, &#8220;Hey, I&#8217;m sanctioning these banks,&#8221; which is kind of what you and I grew up with. It&#8217;s any of these economic and supply chain choke points, especially if they&#8217;re asymmetric — meaning&nbsp; it&#8217;s more painful for you when I turn you off than it is for me to lose you. A great example of this involves rare earths and critical minerals in China. The dollars that US end markets generate for Chinese critical minerals providers are a rounding error. Nobody cares. But when they turn those off, they can shut down the United States&#8217; ability to make a weapon. So, it&#8217;s highly asymmetric, and those can and will be exploited. And those can and will turn kinetic. I think that&#8217;s the world we&#8217;re entering.</p>

<p class="wp-block-paragraph"><strong>Literally, last time on the show, you and I talked about John Mearsheimer, who spent his entire career </strong><a href="https://oxfordpoliticalreview.com/2023/01/12/this-is-an-issue-that-makes-me-very-nervous-john-mearsheimer-on-the-us-china-rivalry/"><strong>predicting</strong></a><strong> that we would go to war with China. He was my professor at the University of Chicago in the late &#8217;90s.</strong></p>

<p class="wp-block-paragraph"><strong>Do you think that&#8217;s inevitable? The promise of Altana is, &#8220;We&#8217;re going to fix globalization. We&#8217;re going to make trade easier.&#8221; And the promise of trade, particularly global trade, is you&#8217;ll have so many economic interdependencies that war will be unprofitable.</strong></p>

<p class="wp-block-paragraph">I think the extent to which you can de-lever to those asymmetric choke points and economic weapons impacts whether there will be peace. For example, if the US and the EU can make semiconductors and have supply chain and economic security with advanced electronics in the event of a Chinese blockade in Taiwan, then there&#8217;s a much lower probability of war. I think you can kind of apply that same argument across all these choke points.</p>

<p class="wp-block-paragraph">So, yeah, I think supply chain resilience and redundancy, having the network capability to see and manage through that, and simulating and designing more resilient systems is the best path short of controlling the switch yourself as a president. That&#8217;s the best path to creating a world that&#8217;s more likely to be peaceful.</p>

<p class="wp-block-paragraph"><strong>The Strait of Hormuz, in particular, is fascinating because it is oil. We can see what&#8217;s happening to energy prices around the country and world as </strong><a href="https://www.reuters.com/world/middle-east/iran-says-it-still-controls-strait-not-seeking-talks-after-trump-halts-bombing-2026-07-27/"><strong>that conflict</strong></a><strong> waxes and wanes in ways. Well, it only appears to be waxing. There are moments of waning. It&#8217;s like one of those iPhone charts. Cumulative sales always go up. That&#8217;s what appears to be happening there.&nbsp;</strong></p>

<p class="wp-block-paragraph"><strong>Do you see that energy prices are affected by the number of ships day to day in the data, or is the system responding to the shock?</strong></p>

<p class="wp-block-paragraph">Both are true. What&#8217;s so cool about Altana is that you get so many layers beyond the headline. How is the shock to the helium supply out of the Gulf cascading through semiconductor value chains and pushing on costs there? We can actually give you numerical answers to that, and we can show you the dependencies and the pathways.&nbsp;</p>

<p class="wp-block-paragraph">I think in general, we — and when I say “we,” it&#8217;s the pundits, the policymakers, and the people who play <em>Risk</em> — tend to both over and underestimate the substitutability of goods. That&#8217;s been super interesting because it&#8217;s like, &#8220;Oh gee whiz, these things are going to turn off.&#8221;&nbsp; Then, there are lots of examples where they were much more substitutable than folks knew and/or the trade routes could lengthen and you add 40 days to a voyage but supply chains still flow. In other cases, you&#8217;re learning about choke points that are not at all substitutable. Those Achilles&#8217; heels reveal themselves.&nbsp;</p>

<p class="wp-block-paragraph">Altana has kind of a bingo board of these things, but what I&#8217;m really interested in is, how can we get to a world where you&#8217;re not discovering those the hard way? How do you get to a world where you can detect them, you can simulate them, and you can build scenarios that actually shape either policy or capital allocation? We have a whole product, R&amp;D area, and the way to think about it is that we&#8217;re enabling policymakers and firms to simulate these things, build those plans, and do the long-range network architecture.</p>

<p class="wp-block-paragraph"><strong>I want to end here because I know you have a lot of thoughts about network architecture and federating data, which is maybe the most pure </strong><strong><em>Decoder </em></strong><strong>bait of all.</strong></p>

<p class="wp-block-paragraph"><strong>Altana is a system. It works best if everyone participates in the system. You obviously spend a lot of time convincing people to participate in the system. That means they have to offer you some data. They obviously have to get some data out of the system in return to be valuable. You&#8217;ve talked about AI quite a bit in this conversation. There&#8217;s a lot of concern about AI just hoovering up all of the data and using it for whatever purposes the labs have, eating businesses like yours or maybe not even protecting that data at a base level. That is the architecture of your product, right? You </strong><a href="https://altana.ai/resources/altana-ceo-evan-smith-keynote-tradenext-2026"><strong>gave a keynote presentation</strong></a><strong> about federating data.</strong></p>

<p class="wp-block-paragraph"><strong>I want you to end by just talking about that. There was a version of the world you and I grew up in which multipolar, multi-party organizations across the world would just show up and share data and make everything easy. They were geared towards cooperation. You have been describing unipolar actions over and over again in this conversation, and Altana is supposed to make that a little bit easier, right? It&#8217;s a system that will connect a bunch of individual rational actors, and the data has to connect in a way that everyone is comfortable with. That seems very hard. Can you just describe how you are getting everyone to participate in this? Because it feels like a software solution to a politics problem.</strong></p>

<p class="wp-block-paragraph">It is a software solution. The other way I&#8217;d describe it is it&#8217;s a market making solution. So, a lot of our calories are spent from government affairs or sales standpoint bringing parties together that have aligned interests in these novel ways of working to solve a network shape problem.</p>

<p class="wp-block-paragraph">So at the highest level, Altana is a network. You join a network and you benefit from what the network provides. So that&#8217;s the connectivity to other parties in the network and the intelligence and visibility that&#8217;s revealed in the network. As you connect to the network, you are contributing to that network.</p>

<p class="wp-block-paragraph">What we are not doing is sharing everybody&#8217;s data with each other, and that was the point. There&#8217;s no world… there certainly wasn&#8217;t back when we started the company, and it&#8217;s becoming even more true now. You&#8217;re not going to reach this nirvana data commons where everyone&#8217;s just pooling data in one place.</p>

<p class="wp-block-paragraph">So, how do you have shared visibility? How do you have interoperability across global commerce in a world where sovereignty is ever increasingly important? Our answer to that is federation. You have to put the software and the data in control of the actors that require it. It&#8217;s non-negotiable, especially at the scale of working with a customs agency or a defense agency.</p>

<p class="wp-block-paragraph">So, we are architected in this kind of hub-and-spoke model where the spokes are the customers with very large sensitive data sets that need us behind a firewall. They might even need us even in front of a firewall but with kill switches, corporate governance, and so on. What we&#8217;re doing is we&#8217;re bringing the platform to their data. We have very specific rights to the learnings. As we connect to the data and process it, we have the rights to build out the supply chain network view. So we&#8217;re not taking pricing. We&#8217;re not taking a detailed bill of materials. The supply chain connections themselves are revealed from the data as we connect this supply chain graph.</p>

<p class="wp-block-paragraph">Then, the other bucket of rights are around learning with pre-trained models. What we can&#8217;t do is memorize our customer&#8217;s data. What we can do is take a pre-trained model and, for example, we have systems that detect risky shipments in global trade or we predict the valuation or customs classification of goods. Those models are pre-trained. They&#8217;re learning across the network, and as we learn from any given customer&#8217;s data, those model weights and configurations can be lifted off for the benefit of the network. That is the quid pro quo. You give a little and you get a lot. Like I said, the go-to-market and government affairs is increasingly about putting together these parties at the highest level.</p>

<p class="wp-block-paragraph">I&#8217;ll tell you a couple vignettes. We&#8217;re very proud of our platform in the UK. We provide the underlying infrastructure for what they call the Global Supply Chains Intelligence Program. It&#8217;s this whole UK government supply chain and economic security control tower. I think there are 10 agencies that are a part of this. They&#8217;re pouring their data into the platform. We bring the global picture. We bring the software and the models. They&#8217;re reaching these supply chain resilience and economic security policy outcomes that I think are world leading, and they&#8217;re doing this on this intelligence platform that underpins it.</p>

<p class="wp-block-paragraph">We&#8217;ve been putting them in the room with senior folks in the United States, Australia, and the Netherlands, and we&#8217;re helping them learn from each other on the art of the possible. We&#8217;re helping them imagine ways of potentially coordinating policy responses across these agencies and collaborating on some of the actual interventions in the supply chain. Like, what if we all collaborated on traceability in the critical minerals context?</p>

<p class="wp-block-paragraph">I don&#8217;t think it&#8217;s unnatural for these parties to join the platform. I do think it&#8217;s novel for them to imagine some of these new ways of working, and that&#8217;s kind of the friction in the sale. I&#8217;m proud of the progress we&#8217;re making. It&#8217;s like any other network business. The more mass it builds, the more inevitable and more valuable it becomes.</p>

<p class="wp-block-paragraph"><strong>Let&#8217;s end by just zooming out a little bit. We&#8217;ve described a world in which we inevitably move towards more war. We&#8217;re just going to go to war against China because there are choke points and people are going to squeeze them. Then, there&#8217;s your vision. We&#8217;re going to imagine new ways of working together in which maybe we&#8217;re not part of big NGO organizations that manage trade globally, but everyone&#8217;s acting in their rational interest. We have a view of the network that makes it easier to imagine new ways of working with all kinds of supply chain traceability.</strong></p>

<p class="wp-block-paragraph"><strong>Tell me where we are in the journey of those two things. End there. Make it not abstract. Bring it all the way down to people on the ground who are feeling anxious about the state of the world today. Which way is it going? Which way do people want?</strong></p>

<p class="wp-block-paragraph">I think we&#8217;re going toward a world that is more economically secure and, therefore, more physically secure. By knowing the provenance of goods; by designing supply chain networks and actually cutting through the fog to make these decisions proactively; by helping the public and private sectors engage with each other constructively and collaboratively on these dimensions; the arc of history is moving toward more economic security. Therefore, there will be less motivation to go to outright war in the event that those economic dependencies are weaponized.</p>

<p class="wp-block-paragraph">Will there be flashpoints? Of course there will. Is there going to be a world of friction? Of course there will. I think at the end of the day, everyone wants to be safe. They want their kids to be safe. They want their wealth to grow. They want to spend time with people they care about and not have to sweat this stuff. In a world that&#8217;s transitioning from one equilibrium to the next, I&#8217;m optimistic about the direction of travel here, even though it&#8217;s going to be messy.</p>

<p class="wp-block-paragraph"><strong>Evan, it is always a pleasure to have you on the show. Thank you so much for being on </strong><strong><em>Decoder</em></strong><strong>.</strong></p>

<p class="wp-block-paragraph">Anytime.</p>

<p class="wp-block-paragraph"><em><sub>Questions or comments? Hit us up at decoder@theverge.com. We really do read every email!</sub></em></p>
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					</entry>
			<entry>
			
			<author>
				<name>David Pierce</name>
			</author>
			
			<title type="html"><![CDATA[You can’t ignore Google Zero anymore]]></title>
			<link rel="alternate" type="text/html" href="https://www.theverge.com/podcast/970735/google-zero-reddit-ai-publishers-vergecast" />
			<id>https://www.theverge.com/?p=970735</id>
			<updated>2026-07-24T13:29:48-04:00</updated>
			<published>2026-07-24T13:29:48-04:00</published>
			<category scheme="https://www.theverge.com" term="AI" /><category scheme="https://www.theverge.com" term="Gadgets" /><category scheme="https://www.theverge.com" term="Google" /><category scheme="https://www.theverge.com" term="Podcasts" /><category scheme="https://www.theverge.com" term="Policy" /><category scheme="https://www.theverge.com" term="Tech" /><category scheme="https://www.theverge.com" term="Vergecast" />
							<summary type="html"><![CDATA[The web and Google once had a deal: Google collects data and indexes webpages and in exchange sends oceans of traffic to websites. The deal wasn't perfect and certainly made Google more money than it made the websites, but it worked for a long time. Now, however, the deal seems to be dead. And the [&#8230;]]]></summary>
			
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<img alt="" data-caption="" data-portal-copyright="Image: Alex Parkin / The Verge" data-has-syndication-rights="1" src="https://platform.theverge.com/wp-content/uploads/sites/2/2026/07/VRG_VST_20260724_Site.jpg?quality=90&#038;strip=all&#038;crop=0,0,100,100" />
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<p class="wp-block-paragraph">The web and Google <a href="https://www.theverge.com/24067997/robots-txt-ai-text-file-web-crawlers-spiders">once had a deal</a>: Google collects data and indexes webpages and in exchange sends oceans of traffic to websites. The deal wasn't perfect and certainly made Google more money than it made the websites, but it worked for a long time. Now, however, <a href="https://www.nytimes.com/2026/07/20/technology/google-ai-open-web.html?unlocked_article_code=1.zVA.L7zf._L5VDoBJCS4f&amp;smid=url-share">the deal seems to be dead</a>. And the web is being forced to reckon with what happens when the Google traffic dries up.</p>
<p class="wp-block-paragraph">On <a href="https://pod.link/vergecast">this episode of <em>The Vergecast</em></a>, David and Nilay talk about the week's Google Zero news, including Reddit's interest in <a href="https://www.theverge.com/ai-artificial-intelligence/969104/reddit-might-cut-ties-with-google-as-traffic-drops">getting out of an AI training deal</a>, and the publishers considering blocking Google from crawling their sites altogether. (Nilay also takes a bit o …</p>
<p><a href="https://www.theverge.com/podcast/970735/google-zero-reddit-ai-publishers-vergecast">Read the full story at The Verge.</a></p>
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									</content>
			
					</entry>
			<entry>
			
			<author>
				<name>Nilay Patel</name>
			</author>
			
			<title type="html"><![CDATA[Apple’s OpenAI lawsuit is about who gets to define the post-smartphone era]]></title>
			<link rel="alternate" type="text/html" href="https://www.theverge.com/podcast/968787/apple-openai-trade-secrets-lawsuit-ai-hardware-smartphone-jony-ive" />
			<id>https://www.theverge.com/?p=968787</id>
			<updated>2026-07-23T09:55:07-04:00</updated>
			<published>2026-07-23T10:00:00-04:00</published>
			<category scheme="https://www.theverge.com" term="AI" /><category scheme="https://www.theverge.com" term="Apple" /><category scheme="https://www.theverge.com" term="Decoder" /><category scheme="https://www.theverge.com" term="Law" /><category scheme="https://www.theverge.com" term="OpenAI" /><category scheme="https://www.theverge.com" term="Podcasts" /><category scheme="https://www.theverge.com" term="Policy" /><category scheme="https://www.theverge.com" term="Tech" />
							<summary type="html"><![CDATA[Today on Decoder, I’m talking with Hayden Field, The Verge’s senior AI reporter, about the major trade secrets lawsuit between Apple and OpenAI and what this tells us about OpenAI’s future. By now I’m sure most Decoder listeners are familiar with Apple’s allegations in this case. The company says a number of ex-Apple employees at [&#8230;]]]></summary>
			
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<figure>

<img alt="" data-caption="" data-portal-copyright="" data-has-syndication-rights="1" src="https://platform.theverge.com/wp-content/uploads/sites/2/2026/07/DCD_0724_OpenAI_suit.jpg?quality=90&#038;strip=all&#038;crop=0,0,100,100" />
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<p class="has-drop-cap wp-block-paragraph">Today on <em>Decoder</em>, I’m talking with Hayden Field, <em>The Verge</em>’s senior AI reporter, about the major trade secrets lawsuit <a href="https://www.theverge.com/tech/964350/apple-openai-lawsuit-trade-secrets">between Apple and OpenAI</a> and what this tells us about OpenAI’s future.</p>

<p class="wp-block-paragraph">By now I’m sure most <em>Decoder</em> listeners are familiar with <a href="https://www.theverge.com/tech/964843/apple-openai-lawsuit-wildest-claims">Apple’s allegations in this case</a>. The company says a number of ex-Apple employees at OpenAI targeted Apple’s trade secrets in job interviews and even downloaded files from Apple’s servers related to hardware manufacturing. The claims are shocking, although OpenAI denies them, and we have yet to see the company’s legal response.</p>

<p class="wp-block-paragraph">Hayden has been covering OpenAI for years now, and she also j<a href="https://www.theverge.com/ai-artificial-intelligence/965294/openai-apple-trade-secrets-lawsuit-sam-altman-ipo">ust talked to a bunch of lawyers</a> who specialize in intellectual property and trade secret law to get a sense of how serious this case is. The answer is not entirely positive for OpenAI, which spent $6.5 billion to <a href="https://www.theverge.com/news/671838/openai-jony-ive-ai-hardware-apple">acquire legendary Apple designer Jony Ive’s AI hardware startup, io Products</a>, back in 2025.&nbsp;</p>

<p class="wp-block-paragraph">As you’ll hear Hayden explain, Apple is a notoriously tenacious litigant, and we have lots of tech industry history to back up that reputation. But those cases were against companies at the scale of Microsoft and Samsung, giant corporations that could afford the cost and distraction of this kind of litigation.</p>

<p class="wp-block-paragraph">OpenAI isn’t yet that kind of company. It’s still burning cash and a little strategically adrift as it tries to compete in both enterprise and consumer markets, and it’s turning over executives on a regular basis. So Hayden and I spent a lot of time talking about what this case might mean for a company that defined the early part of the AI boom, but which lately always seems to be in a crisis of one sort or another.</p>

<p class="wp-block-paragraph">Okay: <em>Verge</em> senior AI reporter Hayden Field on the Apple-OpenAI lawsuit, and how the AI industry might change because of it. Here we go.</p>

<iframe loading="lazy" frameborder="0" height="200" src="https://playlist.megaphone.fm?e=VMP8735488557" width="100%"></iframe>

<p class="wp-block-paragraph"><em>This interview has been lightly edited for length and clarity.&nbsp;</em></p>

<p class="wp-block-paragraph"><strong>Hayden Field, you&#8217;re the senior AI reporter for </strong><strong><em>The Verge</em></strong><strong>. Welcome back to </strong><strong><em>Decoder</em></strong><strong>.</strong></p>

<p class="wp-block-paragraph">Thanks. Great to be here.</p>

<p class="wp-block-paragraph"><strong>Once again, we&#8217;re going to talk about OpenAI, Hayden.</strong></p>

<p class="wp-block-paragraph">Once again, it never stops.</p>

<p class="wp-block-paragraph"><strong>We&#8217;re going to talk about whether OpenAI can maintain focus at a time of great distraction, which seems to be a theme with that company. Although this time, it&#8217;s not their own distraction. It&#8217;s a distraction from out in the world, maybe caused by some of their own behavior.</strong></p>

<p class="wp-block-paragraph"><strong>Of course, we’re talking about the Apple trade secret lawsuit. It feels like a big deal. Apple is accusing OpenAI of stealing all kinds of information from that company, even in job interviews — asking people in job interviews to tell them what they know about Apple products. Tell us briefly about this lawsuit and what&#8217;s going on here.</strong></p>

<p class="wp-block-paragraph">Definitely. So, it is crazy. I wrote a piece last week titled <a href="https://www.theverge.com/ai-artificial-intelligence/965294/openai-apple-trade-secrets-lawsuit-sam-altman-ipo">“Sam Altman didn’t need another lawsuit,”</a> and that&#8217;s really the situation here. It seems pretty egregious from some of the claims that Apple is making. A former Apple employee was allegedly soliciting trade secrets over interviews, asking people to maybe bring pieces of hardware outside the Apple office to OpenAI to do a “show and tell” in interviews, things like that.</p>

<p class="wp-block-paragraph">There&#8217;s a lot of allegations being made that are pretty crazy. But then when I actually interviewed a bunch of experts last week, they said they&#8217;ve seen all of this before, a lot. It&#8217;s just they haven&#8217;t seen all of it in one case with two key players.</p>

<p class="wp-block-paragraph">Some of this stuff is pretty egregious, if it turns out to be true. But also, to the experts in the space, they&#8217;re saying, &#8220;Oh, we see this all the time with trade secrets cases. It&#8217;s not crazy. What&#8217;s really crazy is that it&#8217;s all in one case and that it&#8217;s two really large companies.&#8221;</p>

<p class="wp-block-paragraph"><strong>It&#8217;s really interesting. It&#8217;s just a pattern, maybe not worth diving into at great length, but in the &#8217;90s, Apple pushed copyright law to the limit. They sued Microsoft for allegedly infringing on how the Mac looked and felt with Windows. I will point out that Windows still exists, Microsoft is fine.</strong></p>

<p class="wp-block-paragraph"><strong>And then in the 2000s and early 2010s, Apple pushed patent law to the limit, suing Samsung for allegedly violating a bunch of patents with Android and Galaxy phones because Apple felt that they had protected the iPhone. Samsung eventually paid about $1 billion in damages and those cases just went around in circles forever.</strong></p>

<p class="wp-block-paragraph"><strong>But I&#8217;ll point out that Android still exists, Samsung is doing just fine. Apple may have redefined patent law around 3G and 4G licensing, but fundamentally, it did not actually succeed in stopping its competitors with intellectual property lawsuits.</strong></p>

<p class="wp-block-paragraph"><strong>So, you go from copyright to patent and now trade secrets, which is the third big intellectual property, and Apple&#8217;s doing it again with OpenAI. My big question is whether OpenAI can just pay the money the way that Microsoft and Samsung were able to just pay the money. If you look at Samsung, spending $1 billion in penalty fees to get Galaxy phones off the ground and be a major competitor in mobile is maybe the easiest and best investment that company ever made.</strong></p>

<p class="wp-block-paragraph"><strong>But I don&#8217;t know if OpenAI is the same company at the same moment. It certainly seems like all of the Apple employees that went over to OpenAI maybe pushed the limit too much, at least from the story that Apple&#8217;s telling us right now.</strong></p>

<p class="wp-block-paragraph">It&#8217;s pretty crazy reading the wildest claims from the lawsuit and also the messages that were being exchanged. One of them allegedly accessed Apple confidential information on a device and then said, &#8220;LOL! So funny that I can access this.&#8221; There&#8217;s a lot there.&nbsp;</p>

<p class="wp-block-paragraph">I&#8217;ve been wondering the same thing. It really depends on Apple&#8217;s willingness to be petty or be super logical here. When I interviewed a bunch of lawyers about this, they said Apple is a notoriously tenacious litigant, as we&#8217;ve seen in those past cases. But also, they really will take things far. They have a lot of money and they&#8217;re willing to use it. It really just depends on how mad they are.</p>

<p class="wp-block-paragraph">I think that they would potentially settle if OpenAI paid them enough, but will OpenAI be able to do that? They&#8217;re already having a really tough year. They&#8217;re about to IPO, all the investors are looking at their bottom line, wondering when they&#8217;re going to turn a profit. It&#8217;s a tough time to be shelling out a ton of money to Apple. We&#8217;ll have to see what they do.&nbsp;</p>

<p class="wp-block-paragraph">I think it&#8217;s going to go to trial and be a very drawn-out years-long thing. That&#8217;s what a lot of the lawyers I interviewed said as well. But I could see a world in which they just figure out a way to get all this money together and pay and maybe Apple accepts it.</p>

<p class="wp-block-paragraph"><strong>In the Samsung patent cases, they lasted forever. In the middle of it, Tim Cook was at a Code Conference and I asked him, &#8220;What are you doing? Is this accomplishing anything?&#8221; And he looked at me very seriously and he said, &#8220;Well, we think the fees for licensing standard essential patents are out of whack.&#8221; And I was like, &#8220;That is not the reason you&#8217;re doing any of this. That&#8217;s not the point, the point is that you were mad and you wanted to run this lawsuit to ground and you&#8217;re going to run this lawsuit to ground no matter what the nominal reason is.&#8221;</strong></p>

<p class="wp-block-paragraph"><strong>That feels like a big piece of the puzzle here. OpenAI has taken a bunch of Apple employees. Famously Jony Ive, Apple&#8217;s most famous designer, is working with OpenAI on hardware devices. Tang Tan, who is OpenAI&#8217;s chief hardware officer. He had a reputation at Apple for &#8220;playing fast and loose,&#8221; that&#8217;s from </strong><a href="https://www.bloomberg.com/news/articles/2026-07-11/openai-engineer-s-lol-moment-set-stage-for-legal-fight-with-apple"><strong>Mark Gurman at </strong><strong><em>Bloomberg</em></strong></a><strong>.</strong></p>

<p class="wp-block-paragraph"><strong>He seems like the central character in the story, not so much Jony Ive, but Tang Tan. And that piece where it&#8217;s a bunch of ex-Apple people maybe playing too fast and loose almost feels like it&#8217;s personal, almost feels like there&#8217;s a lot of emotions involved. Talk about Tang Tan and talk about what all these folks are alleged to have done that feels like it&#8217;s a little more personal than your standard big corporate dispute.</strong></p>

<p class="wp-block-paragraph">On what you said about talking to Tim Cook, I truly believe people underestimate companies’ pettiness. We&#8217;ve seen it in recent years, like with the OpenAI-Elon Musk lawsuit. There are so many things that could have been avoided if companies weren&#8217;t trying to just be petty, which is fine. They can do that, they have enough money to do that. But people underestimate how much that plays a part sometimes in these things.&nbsp;</p>

<p class="wp-block-paragraph">As for Tang Tan, yeah, he worked at Apple for 24 years. He was the VP of the Apple Watch. He left in 2024 to work on Jony Ive&#8217;s hardware company, io Products, which obviously OpenAI <a href="https://www.theverge.com/news/671838/openai-jony-ive-ai-hardware-apple">ended up purchasing</a>.</p>

<p class="wp-block-paragraph">OpenAI then appointed him as chief hardware officer. So he had a C-suite role at OpenAI, but this is after 24 years at Apple. According to Apple&#8217;s lawsuit claims, he was the mastermind of a lot of this trade secrets gathering, regarding interviews that he would conduct and ask about secret code-named projects. And then the person being interviewed would feel like maybe they were able to tell him stuff because, oh, well, why would he know the name of this project or these details about it if he wasn&#8217;t involved also? So, they felt they could speak more freely, allegedly.</p>

<p class="wp-block-paragraph">There were other times that he asked, &#8220;Hey, why don&#8217;t you bring some batteries or other pieces of hardware outside the Apple office that you&#8217;ve worked on in the past so that we can do a show and tell?” It&#8217;s very interesting to go through these claims. It just seemed like he really was not worried about what was going to come of this, if these claims are true.</p>

<p class="wp-block-paragraph"><strong>The other major character here is Jony Ive, Apple&#8217;s very famous ex-designer who worked with Steve Jobs and all of those famous projects. I would say Ive reportedly has a very testy relationship with Apple.</strong></p>

<p class="wp-block-paragraph"><strong>Now that he&#8217;s left, he&#8217;s certainly made that clear in various interviews and statements. And he&#8217;s working with Sam Altman on new devices. He made a video with Sam Altman, which I can only describe as a </strong><a href="https://www.youtube.com/watch?v=rDNyFN_eMec&amp;t=26s"><strong>romantic coffee date</strong></a><strong>.</strong></p>

<p class="wp-block-paragraph">Absolutely.</p>

<p class="wp-block-paragraph"><strong>In which they described the phone and the laptop as legacy devices.</strong></p>

<p class="wp-block-paragraph">It was instantly memed. I have to say the memes were amazing.</p>

<p class="wp-block-paragraph"><strong>It&#8217;s very good. And they shut down half of San Francisco to make it. I thought Ive calling the phone and the laptop legacy devices in that video was just a straight shot at Apple. These are the things that he made, that he revolutionized in many, many ways. And he&#8217;s like, &#8220;These are over now.&#8221;&nbsp;</strong></p>

<p class="wp-block-paragraph"><strong>You can say a lot about whether that&#8217;s true, whether that can come true, and I want to talk about that in a little bit. But it&#8217;s notable to me that Jony Ive is not mentioned in this lawsuit. There&#8217;s a line Apple wouldn&#8217;t cross, and it&#8217;s mentioning the fact that it&#8217;s Jony Ive who went to OpenAI and started hiring all of his old designers, who sold a big portion of his company to OpenAI. And now, they&#8217;re trying to make hardware and allegedly stealing trade secrets. But Jony Ive, he&#8217;s not part of it. We&#8217;re just going to leave his name out of it.&nbsp;</strong></p>

<p class="wp-block-paragraph"><strong>Is that because he&#8217;s too famous? Is that because it&#8217;s too nuclear? Is it because he&#8217;s still friends with Laurene Powell Jobs? What do you make of that?</strong></p>

<p class="wp-block-paragraph">I think it may be more that he knew how to cover his tracks. It could be that he&#8217;s too powerful or any of the things you said, but I really feel like it&#8217;s just that he has other people doing his dirty work for him. The other stuff in this lawsuit is pretty egregious, and they&#8217;ve found it all. So if they found some really intense stuff on Jony Ive, would they really not put it in the lawsuit? There&#8217;s some bad blood between them. I just feel like they would put it in there.&nbsp;</p>

<p class="wp-block-paragraph">This is just speculation, but when you&#8217;re in a powerful enough role, you don&#8217;t have to do all this stuff yourself. You have other people doing it for you and you also know how to cover your tracks. So, to me, maybe they just didn&#8217;t have anything on him.</p>

<p class="wp-block-paragraph"><strong>Yeah, or he&#8217;s distracted </strong><a href="https://www.theverge.com/transportation/939226/ferrari-luce-design-terrible-ev-jony-ive-apple"><strong>designing Ferraris no one likes</strong></a><strong> or whatever it is he&#8217;s doing, but he&#8217;s not in this. I do think that&#8217;s notable because the reason Sam Altman would hire Jony Ive is to make a credible claim to the next device. Whatever that category of AI-powered device is going to be, you hire the most famous designer to say, &#8220;I made the iPhone and I&#8217;m going to make this thing.&#8221;&nbsp;</strong></p>

<p class="wp-block-paragraph"><strong>And then it seems like OpenAI also wanted a bunch of Apple&#8217;s know-how in order to make that thing. What do you make of that, that OpenAI needed hardware know-how from Apple? Or at least Apple alleges that OpenAI needed hardware know-how from Apple to make whatever the next thing is?</strong></p>

<p class="wp-block-paragraph">To some extent, whether you&#8217;re talking about trade secrets or just regular legal aboveboard know-how from hiring their employees, of course they needed it. They&#8217;ve seen a ton of hardware in AI crash and burn and they&#8217;re <a href="https://www.theverge.com/gadgets/615135/humane-ai-pin-shutdown-disaster">trying to not become the next Humane AI Pin</a>. It can be incredibly embarrassing to make an AI hardware device in this day and age. Chances are you&#8217;re probably going to fail miserably and become a laughingstock. And so, if you want to avoid that, of course you need to get the best people on your side.</p>

<p class="wp-block-paragraph">Hardware is hard, as everyone says, so of course they want to get experts in there that have experience actually being incredibly successful at hardware. That&#8217;s not surprising to me and I think it&#8217;s a smart decision. OpenAI has demonstrated in the past —&nbsp; and this is typical of every tech company, it&#8217;s not just OpenAI— that sometimes they’re a little bit disconnected from what the consumer actually wants.</p>

<p class="wp-block-paragraph">You roll something out, no one really wants it. Okay. With software that&#8217;s a little easier to pivot from, as we&#8217;ve seen from OpenAI <a href="https://www.theverge.com/ai-artificial-intelligence/963654/openai-chatgpt-atlas-ai-browser-shut-down-sunset">deleting its side quests</a> and stuff. They&#8217;re like, &#8220;Oh, <a href="https://www.theverge.com/ai-artificial-intelligence/902368/openai-sora-dead-ai-video-generation-competition">we&#8217;re not doing this anymore</a>. We&#8217;re not doing this anymore. We&#8217;re <a href="https://techcrunch.com/2026/06/07/openai-is-still-working-on-that-super-app/">rolling this into that</a>.&#8221; With hardware, you can&#8217;t do that. You’d better have it right from the get-go.</p>

<p class="wp-block-paragraph"><strong>I’m glad you said consumer, because that brings me to what I think is the heart of the matter for OpenAI, which is that it was going to be the consumer AI company, Anthropic famously focuses on enterprise and it’s been lucrative for them; maybe that’s where all of the money is. But OpenAI was going to take down Google, maybe through Bing, maybe through its own app. It was going to be a consumer company.&nbsp;</strong></p>

<p class="wp-block-paragraph"><strong>The only reason you would make hardware is to go attack the consumer, to go attack the iPhone. So, OpenAI&#8217;s ambitions, at least as I could see them, were first to take market share from Google, which is one of the most lucrative businesses in the history of the world, and then to go attack the iPhone, which is the most famous and culturally dominant tech product that has ever existed.</strong></p>

<p class="wp-block-paragraph"><strong>I don&#8217;t know how it can do either of those things. It doesn&#8217;t seem like consumers even want these products or want AI at this scale. I don&#8217;t know where that revenue comes from in consumer, and the college students are </strong><a href="https://www.theverge.com/ai-artificial-intelligence/935602/graduates-boo-ai-ceos"><strong>all booing AI at graduation</strong></a><strong>. Does OpenAI just need to pivot to enterprise? Does it need to spend its time spinning its wheels at consumer hardware devices before it figures out its business?</strong></p>

<p class="wp-block-paragraph">OpenAI has pivoted so many times internally. Its most recent pivot was that it was going to focus on its key revenue drivers, which are enterprise and coding. They’ve said that a million times. OpenAI folded Sora, Atlas, the sexting feature. It feels like years ago, but it’s <a href="https://www.theverge.com/news/799312/openai-chatgpt-erotica-sam-altman-verified-adults">crazy that that was in the past year</a>.</p>

<p class="wp-block-paragraph">They&#8217;ve done a lot of this, and so, everyone thought, &#8220;Okay, they&#8217;re going for it, they&#8217;re doing enterprise,&#8221; because that&#8217;s the tried-and-true money maker here, especially in a year that they&#8217;re going to IPO. To be fair, yes, they had already planned to do the hardware device before this whole pivot and cutting out the side quests. I guess they can&#8217;t afford to cut out this potential side quest because they&#8217;ve already spent a lot on it, it&#8217;s happening no matter what. So now they&#8217;re just trying to make it as successful as it can.</p>

<p class="wp-block-paragraph">I&#8217;ve only been on the AI beat for six years. That is a long time in AI, and maybe I&#8217;m missing something, but I just do not see a market when everyone is buying an OpenAI hardware device. If I&#8217;m wrong, we can come back on here and laugh at my clip from July 2026. A smart speaker, okay, maybe people buy it just to be a smart speaker like Google Home, that&#8217;s what I use mine for.</p>

<p class="wp-block-paragraph">I think it&#8217;s going to be one of those things that a few people really, really, really love and that the general public probably does not adopt because it&#8217;s difficult to get them to adopt anything unless all their friends have it. There&#8217;s a social aspect. You&#8217;re going to be a laughingstock with green text if you don&#8217;t have an iPhone. No hate to Android people, I&#8217;m just saying sometimes you don&#8217;t get added to the group text or something. It&#8217;s sad and it&#8217;s not right, but there&#8217;s got to be some public buy-in if you&#8217;re going to be adopting a new piece of hardware a lot of the time.</p>

<p class="wp-block-paragraph"><strong>We founded </strong><strong><em>The Verge </em></strong><strong>at the start of the smartphone boom. Just thinking back on it, it was never a question of whether people would adopt smartphones. That was obvious. It was obvious to us, maybe it wasn&#8217;t obvious to everyone, but we were in it and the only thing that wasn&#8217;t obvious was who would win.&nbsp;</strong></p>

<p class="wp-block-paragraph"><strong>After a while it became obvious that Apple would win. How many iPhone killers did we cover 15 years ago? And they all came and went, and they looked like new operating systems. Windows Phone existed. The Palm Pre ran an operating system called webOS. Android was ascendant. Nokia tried to do its own thing and then they pivoted to Windows Phone.</strong></p>

<p class="wp-block-paragraph"><strong>At the end of the day, we ended up with iOS and Android and everything else fell into line. Maybe the whole tech industry hates this and they hate paying the App Store fees, but this feels like that same kind of moment where OpenAI is going to put out a hardware device, it&#8217;s going to run its own operating system. Elon Musk is </strong><a href="https://www.theverge.com/science/960442/spacex-phone-prototype-elon-musk"><strong>fulminating about Starlink and xAI putting out their own phone</strong></a><strong>, maybe running their own operating system, apparently the run-up to IPO, they were showing it to people.</strong></p>

<p class="wp-block-paragraph"><strong>I just have really dumb questions that, to me, mirror the same questions we asked about new smartphone operating systems 15 years ago. Are you going to make a Gmail client? Is it going to have Instagram? Because if you don&#8217;t have those things, you don&#8217;t actually get to replace the phone. And if you don&#8217;t replace the phone, well, I&#8217;ve got the beta of iOS 27 on my iPhone right here and Siri AI is definitely good enough to just get through the day.</strong></p>

<p class="wp-block-paragraph">That&#8217;s what really gets me here, because the smartphone replaced the dumb phone. So okay, you’ve got to have something way better than the smartphone. Are you going to? Doubtful, but we&#8217;ll see.</p>

<p class="wp-block-paragraph">But the other thing that gets me here is how many devices OpenAI is reportedly working on. Reportedly it’s five hardware devices, and the screenless smart speaker is the first one. How can they come up with five? That&#8217;s what I want to know. What are the five? And shouldn&#8217;t you be putting all your resources toward one? It&#8217;s already hard to make one. I&#8217;m a little dubious of five successful AI hardware devices. Even one is a long shot, but five is a little bit crazy.</p>

<p class="wp-block-paragraph"><strong>I&#8217;m sure there&#8217;s a lot and some will come and go. The thing that I think about, particularly when it comes to Jony Ive and his approach to hardware — which is familiar at this point, we&#8217;ve watched him launch a lot of hardware at Apple — is Ive tends to focus on new input methods for new devices.</strong></p>

<p class="wp-block-paragraph"><strong>The iPod had the click wheel and that really defined the form and function of the iPod. The iPhone has a multitouch screen that really defined the form and function of the iPhone and then the iPad. If you&#8217;ll remember the Apple Watch, they launched it with great fanfare about the scroll wheel on the side. I don&#8217;t know if that came to pass, but they really thought that was a big deal when they launched the Apple Watch.&nbsp;</strong></p>

<p class="wp-block-paragraph"><strong>This is Ive&#8217;s go-to path: “We find a new input mechanism, we&#8217;re going to define the product around it.” I know exactly what that should be for AI — it&#8217;s a natural language input. You can just tell the computer whatever you want and it&#8217;ll figure it out and it&#8217;ll go off and do it for you.</strong></p>

<p class="wp-block-paragraph"><strong>But we&#8217;re however many years into the AI revolution?Three or four years into this version of it? And it doesn&#8217;t quite work yet. I think this is why the AI devices keep failing, as you keep mentioning. Because you can talk to a Humane Pin all day and all night and it will pretend to understand you and then not actually be able to do the things on the other side of it.</strong></p>

<p class="wp-block-paragraph"><strong>That feels like the problem in AI right now. There&#8217;s these flashes of brilliance and then there&#8217;s these limits of capability. Where do you think we are in that process of figuring out exactly what it can and can&#8217;t do? And how do you think that limits a hardware device?</strong></p>

<p class="wp-block-paragraph">We&#8217;re still in the midst of it. I personally use AI all the time, obviously in my personal life to test things out, see what it can do. Month to month, I see how it&#8217;s improved, at least from my own personal experience, which is all anecdotal.</p>

<p class="wp-block-paragraph">But just the other day I was trying to look up a lot of addresses of companies because I wanted to map something out. I would say maybe 60 percent of the ones I looked up were completely wrong, just wrong. It made me a whole table. And it was like, &#8220;Yeah, don&#8217;t worry, all these are definitely correct.&#8221; And then 60 percent wrong. I&#8217;m like, &#8220;A lot of these are wrong.&#8221; They&#8217;re like, &#8220;Oh, sorry, my mistake.&#8221;</p>

<p class="wp-block-paragraph"><strong>Yeah, my favorite.</strong></p>

<p class="wp-block-paragraph">It&#8217;s like, &#8220;Oh yeah, you&#8217;re right. You caught me.&#8221;&nbsp;</p>

<p class="wp-block-paragraph">It&#8217;s right about a lot of stuff a lot of the time. But as we all know from when we were an intern back in the day, or if we&#8217;ve ever had an intern, there are certain things that are just easier to do yourself if you&#8217;re not 100 percent sure the person is going to get it right.</p>

<p class="wp-block-paragraph">So what I wonder is, for a hardware device like this, there are a lot of low-stakes questions you can ask it and it&#8217;ll be fine. But for higher-stakes things, it&#8217;s simpler to just look it up yourself or do it yourself even than put it out there when it&#8217;s going to be a potentially wrong answer.&nbsp;</p>

<p class="wp-block-paragraph">Is this going to end up like a Google Home situation, where you&#8217;re just using it as a speaker and you&#8217;re asking it what the weather is because it doesn&#8217;t really matter that much if it&#8217;s wrong? But as we know, it can only really be super useful if you can trust it with those higher-stakes types of questions. And so, saying, &#8220;Hey, what time does Emily&#8217;s flight get in tonight because she&#8217;s staying with me? What flight is she on?&#8221; Or, “Is it delayed?&#8221; If it gets that wrong, okay, I&#8217;m not going to be ready for her to come in from the airport.&nbsp;</p>

<p class="wp-block-paragraph"><strong>This does seem like the core problem. Will there be enough progress? Certainly the industry will claim that it’s made great progress on hallucinations. Whether that’s the lived experience of people who use these products, I think that’s up for debate. But the industry claims they&#8217;ve made great progress here.</strong></p>

<p class="wp-block-paragraph"><strong>The other piece is, will OpenAI have access to all of your data and personal context to make this useful in an environment with a smart speaker, where you can just say whatever you want to it? That, again, brings you back to whether it’s going to have a Gmail client. Where&#8217;s the Gmail client going to run? Are you going to let OpenAI log into your Gmail, so when you ask for flight information, it can go look at it? Or are you just going to default to opening Gmail on your phone and asking it because Google already has it? This seems like a version of competition that really depends on how comfortable you are handing over all of your data to various AI providers. And I&#8217;m just not sure OpenAI is that one.</strong></p>

<p class="wp-block-paragraph">The other part of this is that — and obviously this is a vocal minority here, it&#8217;s not like the majority of OpenAI users — a lot of people are extremely worried about ads. Anthropic <a href="https://www.theverge.com/ai-artificial-intelligence/873685/anthropics-first-super-bowl-ad-dunks-on-chatgpt">capitalized on that with its Super Bowl ads</a> that were anti-AI ads. OpenAI has been dealing with that fallout and just trying to say, &#8220;Hey, don&#8217;t worry, we&#8217;re not going to influence answers, we&#8217;re just going to raise a similar ad underneath the answer.&#8221;&nbsp;</p>

<p class="wp-block-paragraph">But it can be unnerving, whenever I use ChatGPT and an ad surfaces. It just makes me feel like it&#8217;s less private. It&#8217;s just a little bit strange and I feel like everyone gets that unnerved feeling. Even if it&#8217;s not affecting the actual answer, it&#8217;s still reminding you that it&#8217;s not a space where they’re not trying to sell you something. Someone is always trying to sell you something.&nbsp;</p>

<p class="wp-block-paragraph">There&#8217;s already a lot of loss of trust right now in AI labs, if anyone trusted them to begin with. Right now, it&#8217;s at an all-time low. We&#8217;re seeing the rise of AI populism. We&#8217;re seeing lots of death threats against AI CEOs, as <a href="https://www.wsj.com/us-news/the-ai-backlash-has-tech-executives-fearing-for-their-lives-30c43972"><em>The Wall Street Journal</em> covered the other day.</a> There&#8217;s a lot of backlash, like you were saying about college kids booing AI at graduations. We&#8217;re seeing a huge backlash right now, and I just think it&#8217;s a strange time to be releasing a public-facing, “every consumer should buy this” AI hardware device.</p>

<p class="wp-block-paragraph"><strong>That connects to a bigger issue for OpenAI in this Apple lawsuit, which is that the AI industry right now is basically built on unauthorized taking. I&#8217;m saying that instead of theft because there are a lot of lawsuits. I know our audience wants me to just call it theft and maybe it is just theft. And maybe we can just say that when we get to the end of the road of 10,000 different lawsuits. But that part of the AI industry feels like we have to studiously ignore it.</strong></p>

<p class="wp-block-paragraph"><strong>There&#8217;s a trillion-dollar question over whether training data is fair use that is as of yet unresolved. We can just </strong><a href="https://chatgptiseatingtheworld.com/2024/08/27/master-list-of-lawsuits-v-ai-chatgpt-openai-microsoft-meta-midjourney-other-ai-cos/"><strong>go down the list of lawsuits</strong></a><strong> where all of these companies have to defend themselves about training data. And if they lose any one of them, maybe this whole industry cost structure falls apart.</strong></p>

<p class="wp-block-paragraph"><strong>The inputs to AI right now are free. They just took the internet and they took all the books. We just saw, as a result of a hack, that Suno had to </strong><a href="https://www.theverge.com/ai-artificial-intelligence/966072/suno-ai-music-training-scraping-youtube-hack"><strong>basically admit that it had scraped all of the music</strong></a><strong> off of YouTube illegally. It just didn&#8217;t have permission, and I think YouTube feels a certain way about that and certainly the artists on YouTube feel a certain way about that.</strong></p>

<p class="wp-block-paragraph"><strong>Here&#8217;s Apple saying OpenAI also took its hardware designs and its manufacturing know-how. It didn&#8217;t have permission for that either, those are Apple’s secrets. OpenAI hired people and they concocted this scheme to take all of that stuff without permission.&nbsp;</strong></p>

<p class="wp-block-paragraph"><strong>Again, culturally, this just feels like part of the AI industry to me, that they think they can just take everything to build super intelligence as fast as they can. And once they get there, all will be forgiven. But the public doesn&#8217;t seem to like it. Certainly, artists and writers and musicians don&#8217;t seem to like it, and now Apple doesn&#8217;t like it.</strong></p>

<p class="wp-block-paragraph"><strong>It feels like this lawsuit is going to be a proxy for that as much as anything else. Can you take all this stuff without permission? I&#8217;m not sure OpenAI has the cultural capital to fight back. What are they going to say?</strong></p>

<p class="wp-block-paragraph">It&#8217;s really ironic that this whole industry is only possible because of the amount of data it&#8217;s consumed, whether aboveboard or not. And AI labs, as well as just tech companies in general, get so litigious when others take that information elsewhere. So this whole thing is pretty ironic.&nbsp;</p>

<p class="wp-block-paragraph">The AI industry is really famously cliquish. It&#8217;s almost incestuous, it&#8217;s like you work with the same people here, then you depart and go elsewhere. Then that same company buys your start-up that you created and then you leave that start-up to go somewhere else and you get acqui-hired by your old friend that worked at this other place. A lot of industries are like that, but this industry specifically is so much like that. And so yeah, I think it&#8217;s a bit ironic on both counts.&nbsp;</p>

<p class="wp-block-paragraph">People are going to leave Apple, and okay, they&#8217;re going to take some trade secrets. Was this incredibly egregious? Yes, some of these claims are crazy. But also, like you were mentioning, a lot of the reason that any of these companies are even successful in the first place is because of all the unauthorized taking they&#8217;ve done. It&#8217;s an interesting time to be watching all this play out.</p>

<p class="wp-block-paragraph"><strong>All the AI companies get really mad when, I don&#8217;t know, </strong><a href="https://www.theverge.com/ai-artificial-intelligence/967781/chinese-ai-models-open-source-moonshot-kimi-k3-alibaba-qwen"><strong>Chinese AI companies distill their models</strong></a><strong>. I&#8217;m just thinking about a jury and how Apple will play this case to a jury and be like, &#8220;You stole all the music, didn&#8217;t you? And then you also stole our manufacturing designs. And don&#8217;t you get mad when the Chinese companies distill ChatGPT?” </strong><strong><br></strong></p>

<p class="wp-block-paragraph"><strong>In the course of your reporting, does it ever occur to the people in the AI industry that being mad about distillation is the exact same feeling that artists and musicians have about all of their work being put into the model in the first place?</strong></p>

<p class="wp-block-paragraph">I haven&#8217;t seen any of them even acknowledge that or at least even hint toward it one time, which is crazy. It just feels like there&#8217;s a disconnect there. They get so, so angry about distillation, they&#8217;re saying, &#8220;It&#8217;s against our terms of service!&#8221; They can&#8217;t even say it&#8217;s illegal, just against the terms of service. They write open letters to the government. They even come together with their mortal enemies and other AI labs to unite against distillation. So, it&#8217;s just interesting to me thatI&#8217;ve never seen that occur to them.</p>

<p class="wp-block-paragraph"><strong>I know a lot of people are probably listening to this and that they&#8217;re mad at me, and mad at us, for not making the claim that Apple is just filing this lawsuit because it was behind in AI. It missed with Apple Intelligence, it took a long time to catch back up, it&#8217;s only shipping it now. It had to go to Google and </strong><a href="https://appleinsider.com/articles/26/03/25/apple-is-distilling-google-gemini-into-smaller-chunks-for-on-iphone-ai-processing"><strong>distill Google&#8217;s Gemini models</strong></a><strong> and put them in its new </strong><a href="https://www.theverge.com/ai-artificial-intelligence/946705/apple-private-cloud-compute-ai-siri-intelligence-wwdc"><strong>Private Cloud Compute system</strong></a><strong>, and all the stuff that it needed to do. But that is shipping now.</strong></p>

<p class="wp-block-paragraph"><strong>Do you feel like the broader AI industry is just looking at Apple lashing out at being late? Because I have heard a lot of glimmers of that, that this is just Apple trying to slow down the biggest threat in consumer as it launches Apple Intelligence and tries to catch back up.</strong></p>

<p class="wp-block-paragraph">That could be definitely part of it. Everyone knows Apple has been famously incredibly behind in AI and it&#8217;s been a big topic of conversation and an embarrassment for the company for years. So, that could definitely be part of it.&nbsp;</p>

<p class="wp-block-paragraph">But this lawsuit is not about someone &#8220;stealing trade secrets&#8221; for Siri. It&#8217;s about hardware, specifically “show and tell” of hardware, things like that. Hardware is something that Apple does amazingly and they are pretty much by all accounts the best at.</p>

<p class="wp-block-paragraph">So, I think some people are thinking that. It&#8217;s a benefit for Apple if they&#8217;re able to kneecap a competitor from pulling ahead in any way. But the fact that this is a trade secrets lawsuit about hardware specifically I think has rolled back a few of those claims; it&#8217;s not like they&#8217;re trying to claim that OpenAI is stealing Siri AI&#8217;s secrets that it may not have many of.</p>

<p class="wp-block-paragraph"><strong>[Laughs] They&#8217;re like, &#8220;Please take everything we know about Siri AI. That will truly kneecap you.” Apple can afford the distraction, you&#8217;ve mentioned this already in this conversation. Apple can just hire a bunch of lawyers and set them off to be as tenacious as they want. Maybe the rest of Apple won&#8217;t even notice that that&#8217;s happening, because they&#8217;re busy making the next iPhone.&nbsp;</strong></p>

<p class="wp-block-paragraph"><strong>Apple spent however many years and like $10 billion trying to make a car and it just didn&#8217;t work. It didn&#8217;t even occur to the rest of Apple that was happening. They just kept shipping phones and laptops and everything was just fine.</strong></p>

<p class="wp-block-paragraph"><strong>OpenAI is not that company. OpenAI might not even have enough executives to absorb the cost of another distraction. They keep leaving. Greg Brockman, who&#8217;s the president of OpenAI, seems to be running the entire company himself.&nbsp;</strong></p>

<p class="wp-block-paragraph"><strong>As you&#8217;ve been reporting on the story, has it occurred to OpenAI that they&#8217;re going to need more people to do more things? Because I look at that company and they just keep shedding all of their talent and pivoting, as you said, from one thing to the other and they&#8217;ve landed on “we need to compete with Anthropic.” But it doesn&#8217;t seem like they can afford distraction at this scale in any way, shape, or form.</strong></p>

<p class="wp-block-paragraph">They can&#8217;t. This is like the final battle. Actually, there are going to be a lot more battles, but this is a key battle in the longstanding AI arms race. This is the IPO year. Things are coming to a head. Investors are looking very closely at these companies in a way they haven&#8217;t before. They&#8217;re looking for them to turn a profit, or at least have a way to turn a profit in a way that they have not really paid too much attention to before, and it&#8217;s all coming down to the line. They cannot afford a distraction right now.&nbsp;</p>

<p class="wp-block-paragraph">They are reshuffling, restructuring, changing executives around. When I&#8217;ve asked them about this, they will say, &#8220;Well, it&#8217;s all been one large plan that we&#8217;ve just been doing in little pieces. It&#8217;s not like we&#8217;ve pivoted a million times, we&#8217;ve always been going towards one thing and these are just different steps along that journey.&#8221; But it doesn&#8217;t always read that way to the general public.</p>

<p class="wp-block-paragraph">In some ways, yes, Greg Brockman is taking control of product. That’s because Fidji Simo, the AGI chief, took leave because of her health and then she <a href="https://www.theverge.com/ai-artificial-intelligence/963738/openai-fidji-simo-steps-down-ceo-advisor">left permanently because of her health</a>. So, it&#8217;s not all things that the company could control, but I do think there have been a lot of defections even from the rank-and-file staff. They&#8217;ve got to get more people. They&#8217;ve got to hire more, which will require even more money, and it&#8217;s not the time to get distracted by anything.</p>

<p class="wp-block-paragraph"><strong>It&#8217;s worth noting that there&#8217;s some reporting saying OpenAI will delay its IPO. And as you and I are sitting here speaking, SpaceX&#8217;s stock price has dipped below its IPO number. These mega IPOs, they&#8217;re in some kind of danger. It might not be a good idea to do this, especially if you don&#8217;t have the revenue or, more importantly, the profits to back it up. Do you think there&#8217;s some risk that this lawsuit is the straw that pushes OpenAI to delay its IPO?</strong></p>

<p class="wp-block-paragraph">Absolutely. Reporting showed that Sam Altman was originally worried about filing its Form S-1 before Anthropic. Then it didn&#8217;t do that. <a href="https://www.theverge.com/ai-artificial-intelligence/941016/anthropic-has-officially-filed-to-go-public">Anthropic did it first</a> and then — and this is me just speculating — it seems like after Anthropic won that part of the race, <a href="https://www.nytimes.com/2026/06/25/technology/openai-ipo-artificial-intelligence.html">OpenAI backed off</a> and said, &#8220;Okay, well, should we actually do this right now? We were trying really hard to win, but let&#8217;s look at the facts here.&#8221; That&#8217;s why it said, &#8220;Okay, it might be early next year, it might not be this year.&#8221;&nbsp;</p>

<p class="wp-block-paragraph">That was before Apple&#8217;s lawsuit dropped. So now of course I&#8217;m sure OpenAI is thinking, &#8220;Okay, should we delay it even more? Especially because there&#8217;s no way we&#8217;re going to beat Anthropic to an IPO.&#8221; It seems like that might be a smart idea.</p>

<p class="wp-block-paragraph"><strong>If you can put out a great hardware device and make some big splashy profitable entry into the consumer market, that&#8217;s a good story to tell in an IPO. But if you can&#8217;t do that because everything you do is going to end up in litigation or in messy discovery on the way to litigation, maybe that all just has to be set to the side.&nbsp;</strong></p>

<p class="wp-block-paragraph"><strong>That&#8217;s pretty much my last question here. I feel like my thesis on this show and on </strong><strong><em>The Verge </em></strong><strong>generally has been, &#8220;Okay, I understand how this is going to work for software development and I understand how this is going to work in enterprise, although even that&#8217;s pretty shaky still. But consumers don&#8217;t love this stuff.” That there are 900 million free ChatGPT users is not a reflection of anything other than, well, Google Search got really bad and this thing will tell you it loves you.</strong></p>

<p class="wp-block-paragraph"><strong>But it hasn&#8217;t turned into, “We should build more data centers.” It hasn&#8217;t turned into, “We culturally love the products of AI.” It’s turned into, “Get this slop out of my face and we&#8217;re going to boo you at graduation and we&#8217;re going to come to the town board meetings and say we don&#8217;t want data centers.”</strong></p>

<p class="wp-block-paragraph">T<strong>here&#8217;s some huge gap there. Do you think OpenAI can close that gap? Because it has always been the company chasing the big consumer product vision, the big consumer market. If it can&#8217;t close the gap, it should just shut it down and compete with Anthropic for enterprise uses. I don&#8217;t know which one it&#8217;s going to be. Do you have a sense through all this reporting if OpenAI has realized how existential the consumer side of the debate is?</strong></p>

<p class="wp-block-paragraph">I think they know to some extent, but not the full extent. tThey will get at it in speeches, in research papers, in tweets. They have some PR lines where they will acknowledge that this is a thing, but I just don&#8217;t think they realize how deeply this crevice goes. The gap is so wide. I don&#8217;t see them being the only company to close it — if it&#8217;s ever going to be closed. People are extremely worried about so many things when it comes to AI and they&#8217;re very emotional about it.&nbsp;</p>

<p class="wp-block-paragraph">It&#8217;s not just logic. I think if it was just a logical gap — some people logically think it&#8217;s not good, some people logically think it is good — I think they could probably close that. But when emotions come into play, no, I don&#8217;t think that they will be able to fully bridge that gap.</p>

<p class="wp-block-paragraph">For me, when I became an AI reporter six years ago, none of my friends really knew or cared what I wrote about. That was fine. It was really niche, whatever. Starting four years ago, it would come up at the bar, at the club. I&#8217;ll be walking down the street, someone&#8217;s asking me about it, and they don&#8217;t know I&#8217;m an AI reporter. So, when they learn I&#8217;m an AI reporter, it happens even more. But just randomly, this is coming up for people and making them extremely emotional. So yeah, I just don&#8217;t think OpenAI is going to be the company to bridge that gap.</p>

<p class="wp-block-paragraph">We&#8217;ll see what happens with the hardware of it all. A lot of people I&#8217;ve been seeing — TikTok creators, creators on other platforms — are trying to change the narrative here, saying, &#8220;Hey, don&#8217;t get left behind. Learn how to use this stuff.&#8221; And it&#8217;s something that can be valid, but the way that they&#8217;re framing it a lot of the time is more, &#8220;Oh, it&#8217;s such a high learning curve. You must learn how to use it before it leaves you behind.&#8221;&nbsp;</p>

<p class="wp-block-paragraph">It&#8217;s not that high of a learning curve, it depends on how you&#8217;re using it, but you know what I mean. Sometimes it is, yeah, if you&#8217;re using Codex and doing all sorts of intense vibe coding, yes, of course it is. But if you&#8217;re just chatting with a chatbot, it&#8217;s really not a high learning curve.</p>

<p class="wp-block-paragraph"><strong>I personally believe all that algorithmic social video content is an astroturfing campaign. That&#8217;s just me. That&#8217;s a conspiracy theory, we&#8217;re going to leave that aside. I do want to pitch you a video series called “Hayden in the Club,” where you just go to the club and talk to people about AI.</strong></p>

<p class="wp-block-paragraph">[Laughs] I would love to do that officially instead of just having it happen to me unofficially all the time.</p>

<p class="wp-block-paragraph"><strong>It&#8217;s been a long time since I was in the club. That was not what the club was like when I was younger. Things have changed.</strong></p>

<p class="wp-block-paragraph"><strong>Hayden, this has been great. I have a strong suspicion you&#8217;re going to be back on this show talking about this lawsuit and OpenAI for the rest of this year. We&#8217;re going to have to have you back very soon.</strong></p>

<p class="wp-block-paragraph">Can&#8217;t wait. Thanks.</p>

<p class="wp-block-paragraph"><em><sub>Questions or comments? Hit us up at decoder@theverge.com. We really do read every email!</sub></em></p>
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			<entry>
			
			<author>
				<name>Nilay Patel</name>
			</author>
			
			<title type="html"><![CDATA[Dr. Jill Lepore on why AI backlash is vital for the future]]></title>
			<link rel="alternate" type="text/html" href="https://www.theverge.com/podcast/967884/jill-lepore-history-ai-artificial-state-elon-musk" />
			<id>https://www.theverge.com/?p=967884</id>
			<updated>2026-07-20T11:04:05-04:00</updated>
			<published>2026-07-20T11:00:00-04:00</published>
			<category scheme="https://www.theverge.com" term="Decoder" /><category scheme="https://www.theverge.com" term="Podcasts" /><category scheme="https://www.theverge.com" term="Policy" /><category scheme="https://www.theverge.com" term="Politics" />
							<summary type="html"><![CDATA[Today, I’m talking with Harvard professor and New Yorker staff writer Dr. Jill Lepore about her new book, The Rise and Fall of the Artificial State, which comes out on August 25. Jill is one of the best writers there is at identifying institutional patterns in history, and Decoder is a show about systems, so [&#8230;]]]></summary>
			
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<p class="has-drop-cap wp-block-paragraph">Today, I’m talking with Harvard professor and <em>New Yorker</em> staff writer Dr. Jill Lepore about her new book, <em>The Rise and Fall of the Artificial State</em>, which comes out on August 25.</p>

<p class="wp-block-paragraph">Jill is one of the best writers there is at identifying institutional patterns in history, and <em>Decoder </em>is a show about systems, so this book could not possibly be more in our zone.&nbsp;</p>

<p class="wp-block-paragraph">You build systems by measuring things — gathering information, quantifying it as data, and taking action on it. And Jill’s big thesis in the book is that this kind of systemic measurement is really a dehumanizing act, one that flattens human concerns into something, well, artificial.</p>

<p class="wp-block-paragraph">These artificial structures touch everything — not just in the more obvious places like in apps or AI, but all the way up to politics and governance itself, and Jill’s insights here are a telling portrait of the way Big Tech and its billionaire figureheads have managed to break the very idea of the state itself.&nbsp;&nbsp;</p>

<div class="wp-block-vox-media-highlight vox-media-highlight"><img src="https://platform.theverge.com/wp-content/uploads/sites/2/chorus/uploads/chorus_asset/file/24792604/The_Verge_Decoder_Tileart.jpg?quality=90&amp;strip=all&amp;crop=0,0,100,100" alt="" title="" data-has-syndication-rights="1" data-caption="" data-portal-copyright="" />


<p class="wp-block-paragraph"><em>Verge</em> subscribers, don&#8217;t forget you get exclusive access to ad-free <em>Decoder</em> wherever you get your podcasts. Head <a href="https://www.theverge.com/account/podcasts">here</a>. Not a subscriber? You can <a href="https://www.theverge.com/subscribe">sign up here</a>. </p>
</div>

<p class="wp-block-paragraph">You’ll hear Jill tell me she wanted to write a “kind of grumpy book,” but in my reading, it’s a pretty dead-ahead look at the last century and a half of technological and social developments and how we got to a place where bots are maybe running everything.</p>

<p class="wp-block-paragraph">Jill’s idea of the artificial state starts with the very idea of quantification, from the first stabs at taking a census thousands of years ago to the invention of modern political polling in the 1930s. But where she really sees a big pivot — and the era she and I talked about most — is in the 1980s, when we saw the emergence of the Silicon Valley culture we have today, when computers got personal, and when computer-aided targeting and microtargeting really truly became both possible and commonplace, both for ads and for political campaigns.</p>

<p class="wp-block-paragraph">What Jill and I did disagree about is some of her pessimism about the internet, because the internet is what made jobs and careers like mine — and businesses like <em>The Verge</em>, and shows like <em>Decoder</em> — even possible at all. There really was a great democratizing of access that happened in the late 20th century and into the 21st, as people got online, and not all of it was as illusory as maybe the great hopes for Twitter after the Arab Spring turned out to be.</p>

<p class="wp-block-paragraph">But as I said, Jill thinks in systems, and so her response, about the way systems of power keep adapting to how people use new technology, was as illuminating as ever.</p>

<p class="wp-block-paragraph">Of course, we also talked about the future — including where she thinks she still sees hope for the future. And yes, that does include <a href="https://www.theverge.com/ai-artificial-intelligence/935602/graduates-boo-ai-ceos">college kids booing the AI CEOs</a> at graduation ceremonies.</p>

<p class="wp-block-paragraph">Okay: Dr Jill Lepore, on the Artificial State. Here we go.</p>

<iframe loading="lazy" frameborder="0" height="200" src="https://playlist.megaphone.fm?e=VMP2484941224" width="100%"></iframe>

<p class="wp-block-paragraph"><em>This interview has been lightly edited for length and clarity.</em></p>

<p class="wp-block-paragraph"><strong>Dr. Jill Lepore, you&#8217;re a staff writer at </strong><strong><em>The New Yorker</em></strong><strong>, you&#8217;re a professor of history and law at Harvard University, and most importantly, you&#8217;re the author of a new book, </strong><strong><em>The Rise and Fall of the Artificial State</em></strong><strong>. Welcome to </strong><strong><em>Decoder</em></strong><strong>.</strong></p>

<p class="wp-block-paragraph">Hey, thanks for having me.</p>

<p class="wp-block-paragraph"><strong>I am really excited to talk to you. I&#8217;m a big fan of your work over the years. And I have to say, this book is one of the most </strong><strong><em>Decoder</em></strong><strong>-y, </strong><strong><em>Verge</em></strong><strong>-y, Nilay-Patel-strike-zone books of all time.</strong></p>

<p class="wp-block-paragraph"><em>[Laughs] </em>Wow. I&#8217;m not sure how to take that, but I guess that&#8217;s good.</p>

<p class="wp-block-paragraph"><strong>The producers and I just had a thrill ride reading this book. It is essentially about how computers and measurement flatten us and then systems can take advantage of that flattening. Like I said, it&#8217;s in the strike zone.</strong></p>

<p class="wp-block-paragraph"><strong>So let&#8217;s just start at the very beginning for folks. The book is called</strong><strong><em> The Rise and Fall of the Artificial State</em></strong><strong>. Tell us what the “artificial state” is. Define it so we can start from that foundation.</strong></p>

<p class="wp-block-paragraph">What I mean by the artificial state is a successor to the liberal nation-state, the constitutional democracy under which our freedom of speech, free discourse, and constitutional rights are central to our experience as citizens within a nation-state.</p>

<p class="wp-block-paragraph">We talk a lot about democratic decay and democratic backsliding, and there&#8217;s a whole public discussion of what&#8217;s happening with democracy, but I don&#8217;t think we talk about the nation-state as much as we might. And that is to say the state itself.</p>

<p class="wp-block-paragraph">And so what I mean by the ‘artificial state’ is a state in which more and more of the functions of the nation-state have been taken over by private multinational corporations. The easiest example of that to think about is what is euphemistically called the public square, which is where people get information about how to vote, what&#8217;s going on in the world, how to make decisions, and how to exercise their rights and duties as citizens.</p>

<p class="wp-block-paragraph">Our public discourse is almost entirely privatized and owned by corporations. As many, many people have demonstrated — it&#8217;s not news to your listeners or to anyone — the priority of public discourse is not the free expression of ideas and democratic deliberation, it is the monetization of attention and of outrage.</p>

<p class="wp-block-paragraph">More than that, a fairly recent vintage is the fact that public platforms in which we exchange ideas as citizens and democracies are dominated by bots. All of them have been <a href="https://www.cnbc.com/2026/03/26/ai-bots-humans-internet.html">inverted</a> for several years now, or different numbers of years, from X to Facebook to TikTok. There are far more bots than humans on those platforms.</p>

<p class="wp-block-paragraph">Many of those bots are owned by corporations and have particular acts, their own kind of financial interests, but they&#8217;re owned by state actors, non-state actors, criminals, and terrorists. What we&#8217;re at risk of is losing the liberal constitutional democracy and having it become supplanted by what I describe as the artificial state.</p>

<p class="wp-block-paragraph"><strong>One of the things that really struck me about this is at least America&#8217;s conception of itself, the United States&#8217; conception of itself is this messy, multi-part democracy. The Senate loves to call itself the most deliberative body in the history of the world, and it&#8217;s supposed to be a whole bunch of people that are ruled by the consent of the governed and we&#8217;re all arguing.</strong></p>

<p class="wp-block-paragraph"><strong>Your thesis is that that&#8217;s what we say about ourselves, but actually we&#8217;ve automated away and numerically quantified away a bunch of that, and we are now run maybe by bots on Twitter, or at least politicians are overwhelmed by bots on Twitter and they&#8217;ve outsourced their thinking, or there are consultants that are turning us all into polling data. Is that the trajectory we&#8217;re on that ends the nation-state? Is that the core of the idea?</strong></p>

<p class="wp-block-paragraph">Yeah. It has a long history, but the acceleration of these developments in the age of artificial intelligence is really considerable. I&#8217;ll give you two examples that stretch out across a century. In the 1930s, we see the invention of so-called scientific polling. George Gallup starts the American Institute of Public Opinion research in 1935.</p>

<p class="wp-block-paragraph">What polling does gradually over the middle decades of the 20th century is replace the kind of door-to-door precinct walking that campaigns would need to do, right? If I&#8217;m running for election in some neighborhood, I have to go talk to people. I’m going to go to baseball games, basketball games, and the public library. But increasingly, it became less necessary for political campaigns to do that because they could subcontract out political polling.</p>

<p class="wp-block-paragraph">You can find out what political opinion is in a neighborhood if you want to run a campaign just by doing data mining and data analysis.</p>

<p class="wp-block-paragraph">We might say, &#8220;That makes politics so much more efficient. Those campaigns can more efficiently use their money and they can get their message out to the right people.&#8221; But if you think about each one of those conversations that people used to have — “I&#8217;m a campaign volunteer and I&#8217;m going to go and I&#8217;m going to sit in on some PTA meeting,” or, “I&#8217;m going to go to a basketball game in some neighborhood and talk to the parents who are there” — all those conversations are the civic glue that holds a civil society together.</p>

<p class="wp-block-paragraph">Replacing that chatting under a street lamp about, &#8220;What do you think about this guy?&#8221; with just extracting data, which is where we are now, is a much more artificial politics than we have had before.</p>

<p class="wp-block-paragraph">There&#8217;s been great coverage lately of emerging trends for the 2026 election in the US,and around the world, where a lot of people report that even in these primaries that have been going on over the spring and summer, they&#8217;ll ask ChatGPT, &#8220;How should I vote in the primary?&#8221; Meanwhile, many of the campaign messages that you&#8217;re getting have been crafted by artificial intelligence. The fact that you are getting them is a decision made by artificial intelligence. In a way, it&#8217;s AI versus AI in these upcoming elections, or even in elections that are already transpiring.</p>

<p class="wp-block-paragraph">You can see how you could fall into that step, just going downhill on skis. But I wanted to write a grumpy book to say, &#8220;Let&#8217;s pause for a minute. What&#8217;s at the bottom of that hill? Is that an icy pond and we&#8217;re going to just go through the ice and we&#8217;re all going to drown in there? Or is that a beautiful new political world?&#8221; And I think it looks pretty perilous.</p>

<p class="wp-block-paragraph"><strong>The book traces this evolution step by step as you&#8217;re describing; this is a slow build to maybe where we&#8217;ve gotten today.</strong></p>

<p class="wp-block-paragraph"><strong>As you point out several times in the book, there are a bunch of science fiction authors in the &#8217;50s and &#8217;60s who were looking at computers and drawing a picture of the future. Some of them picked utopia, and there are entire movements about technocratic utopia that emerge, and a lot of them pick dystopia. They draw a picture of computer-aided dystopia. You point this out. Everyone has heard the </strong><a href="https://en.wikipedia.org/wiki/Torment_Nexus"><strong>Torment Nexus</strong></a><strong> meme. It&#8217;s in the book. You use it in the book. Our modern industrialists have read dystopian science fiction and decided that is the model of the future that they&#8217;re attempting to build.</strong></p>

<p class="wp-block-paragraph"><strong>I&#8217;m curious why you think they&#8217;ve all gotten it wrong, from Elon Musk to Peter Thiel on down, and if that is an inflection point for us to actually pick a different future.</strong></p>

<p class="wp-block-paragraph">It&#8217;s a big thing, starting in the &#8217;30s, to imagine a future in which the president of the United States is chosen by a machine.</p>

<p class="wp-block-paragraph">There are a bunch of examples of this from the &#8217;30s, where people are really worried about totalitarianism and the dehumanization of people as a consequence of the machine age. But there&#8217;s also a lot of this in the 1950s. For instance, <a href="https://www.astro.sunysb.edu/fwalter/HON301/franchise.pdf">a classic story by Isaac Asimov</a> that I think is from 1955, called “Franchise,” and it&#8217;s set on the days before November 4th, 2008, the day Obama won the presidency.</p>

<p class="wp-block-paragraph">In that imagined future, there&#8217;s this machine called the Multivac that determines, using polling data, who in the United States is the average man, the most representative man. The sampling method that pollsters use has been perfected mathematically by this computer to pick the average person. And that&#8217;s the only person who votes. And then that guy has to go into hiding because if people don&#8217;t like who was elected or the presidency goes badly, his life is destroyed.</p>

<p class="wp-block-paragraph">There&#8217;s a lot of this stuff in science fiction, but Sam Altman <a href="https://www.youtube.com/watch?v=7dCPytNTnjk">was on Joe Rogan</a> and he started talking about how great it would be if AI chose the president of the United States. Yes, he was fucking around, but he was also serious. &#8220;Wouldn&#8217;t that be great? Because it&#8217;s so efficient and we don&#8217;t have to bother and it spares us the labor.&#8221;</p>

<p class="wp-block-paragraph">And that general premise, that “Why would we bother to do something that a machine can do for us?” without the realization that the rest of us would have. There are some things we want to do, including meaningful work: writing, making art, and doing things for ourselves.</p>

<p class="wp-block-paragraph">I know these are very smart people, but they&#8217;re not humanists. Thiel would say that he&#8217;s a political philosopher. I&#8217;m not so convinced of that. The capacity for humanistic inquiry, reading, and reasoning is not something you see in great evidence in that culture.</p>

<p class="wp-block-paragraph">It&#8217;s been bred out, in a way, of the culture of Silicon Valley. Even if you look back to the &#8217;90s and the culture of the celebration of the serial entrepreneur as the new man of progress, that particular kind of cultural formulation was all about the disavowal of the past.</p>

<p class="wp-block-paragraph">It doesn&#8217;t matter what came before. You want to start a ride service, you don&#8217;t study taxis or figure out where delivery service came from. You don&#8217;t look at traffic patterns. You don&#8217;t study anything in the past, you just start new. You just imagine it all new and you destroy what came before. There&#8217;s such a rejection of the knowledge and wisdom of earlier human beings.</p>

<p class="wp-block-paragraph">The posture of the humanist is one of humility. Isn&#8217;t it magisterial and majestic how Homer wrote <em>The Odyssey</em> so long ago and it&#8217;s still so powerful? The timelessness of literature and the arts, the infinite beauty of humanity&#8217;s capacity for making things, it&#8217;s just not the ethos. It’s, &#8220;No, we&#8217;ll do it better. It doesn&#8217;t matter what anybody did before.&#8221; It&#8217;s, &#8220;We&#8217;re innovating, we&#8217;re disrupting.&#8221;</p>

<p class="wp-block-paragraph">The culture so fetishizes the future that it doesn&#8217;t have that, &#8220;Let&#8217;s listen to what other people who came before might have known, that&#8217;s still wisdom.” That makes for a very poor reading of literature. We could have a great argument about what Isaac Asimov meant by that story. It&#8217;s not a determinant, I&#8217;m not the authority on Isaac Asimov, but I&#8217;m not going to ask Sam Altman what a short story means.</p>

<p class="wp-block-paragraph"><strong>Well, he would just ask ChatGPT.</strong></p>

<p class="wp-block-paragraph">That&#8217;s right.</p>

<p class="wp-block-paragraph"><strong>There&#8217;s something very interesting about this cast of characters, particularly Peter Thiel who comes up in your book, Elon Musk who comes up in your book somewhere over 100 times I think. They are falling back to literally Catholicism as some kind of moral foundation for whatever decisions they&#8217;re making. And whether or not they&#8217;re misreading Catholicism is irrelevant to them. They&#8217;re often <a href="https://edition.cnn.com/2026/07/02/us/peter-thiel-aspen-pope-china-ai-cec">in fights with the Pope</a>, which is just not something a straight reading of Catholicism would allow you to do.</strong></p>

<p class="wp-block-paragraph"><strong>There&#8217;s an entire culture of thinking — I won&#8217;t call it a philosophy, because I don&#8217;t think it&#8217;s quite that developed — around first principles. “We&#8217;re going to do first principles thinking and that will lead us to some disruptive outcome.” It often, to me at least, feels like where that first principle begins is a choice about what to ignore from the past.</strong></p>

<p class="wp-block-paragraph"><strong>I see that over again in your book, in the culture we live in at large, that deciding what to set aside is the big decision. That&#8217;s an assumption that is often not questioned as we go step by step towards a more quantified society, a more automated society.</strong></p>

<p class="wp-block-paragraph"><strong>But there&#8217;s something messy about democracy that is very, very important. The decision we&#8217;re making now is to actually set that mess aside in the name of, I don&#8217;t know, efficiency, potentially happiness. I&#8217;m curious if you see that setting-aside is happening by accident or on purpose?</strong></p>

<p class="wp-block-paragraph">I think of these guys as really instrumental. They&#8217;re not pursuing knowledge for its own sake. They are deeply interested in exploration and wonder, and one of the things I really love about this moment is the fascination with space and space exploration, which I think is tremendously exciting. Harnessed to militarization in certain commercial projects is like, &#8220;Wow, we went from <em>Star Trek</em> to <em>Star Wars</em> really fast.&#8221;</p>

<p class="wp-block-paragraph">But the sense that what you might want to know about the world can be just because it&#8217;s worth knowing rather than that you can use it to extract money from other people, I just don&#8217;t think that&#8217;s part of that tech culture. It&#8217;s just not. A humanist commitment to knowledge for the sake of the accumulation of wisdom, leading a better life, and understanding the world with greater clarity and greater compassion is largely mocked in that world as “woke” or “feminine” or “libtard,” whatever. Especially with the conservative turn of the tech world, it takes on weird valances.</p>

<p class="wp-block-paragraph">It is really purposeful. “This kind of knowledge is not worth having [because] we can&#8217;t make money off of it. If we had that kind of knowledge, it might slow down what we&#8217;re trying to do. And what we&#8217;re trying to do is win the AI race and determine the future of humanity.” The lack of curiosity about the bigger world and the place of these really thrilling inventions within it, I don&#8217;t know, I find it bizarre. This causes a lot of self-reflection on my part. A lot of these people are my former students. I teach at Harvard. We send so many students off to work in Silicon Valley, and then they talk this way and what happened? What did we do wrong? Do you not have a sense of obligation to the human condition?</p>

<p class="wp-block-paragraph"><strong>You have a number of these markers. Walk us through some of them, from “the internet and social platforms will cause an outbreak of democracy” to where we are now in 2026.</strong></p>

<p class="wp-block-paragraph">That first began to emerge in the 1980s. If you go back to 1984 and the launch of the Apple Macintosh and <a href="https://www.youtube.com/watch?v=VtvjbmoDx-I">that famous, iconic Apple TV ad</a> from the Super Bowl in January of 1984,&nbsp; the promise was that the personal computer would be revolutionary. As I&#8217;m sure you&#8217;ve talked about in your show and your audience really understands, the celebration of the personal computer as emancipation came out of the counterculture. There&#8217;s this great book, <em>From Counterculture to Cyberculture</em>, that&#8217;s about the so-called “California ideology” that marries counterculture libertarianism to computer utopianism.</p>

<p class="wp-block-paragraph">And you see that realized in 1984 with the launch of the Macintosh: “We&#8217;re going to defeat totalitarianism in the form of the giant mainframe IBM” that&#8217;s associated with two things at the time — big businesses, which are the only places that can afford these giant IBM mainframes that are running payroll systems and stuff for big corporations, and the Republican Party, which actually has a ton of IBM mainframes. The Democrats have basically no computers. It&#8217;s a huge problem for the Democrats in the 1970s and 1980s. So there&#8217;s this whole feeling that the personal computer is going to advance liberty, personal freedom, and therefore democracy. It&#8217;s a libertarian vision, but it&#8217;s about emancipation. And it&#8217;s an ad. At the end of the day, it&#8217;s just an ad campaign.</p>

<p class="wp-block-paragraph">There were people who said, &#8220;Well, exactly how does the personal computer emancipate? It&#8217;s great. I would like one. It&#8217;s fun to have. I also like a nice toaster, but my toaster isn&#8217;t going to emancipate me. What is it about?” You begin to see new tech computing products as very carefully packaged with an ideal about personal liberation. By the time you get to the &#8217;90s, and the opening of the internet to commercial traffic, you see the scaling of that promise. “Now we all are going to have personal communities that are going to be linked to one another, and so society is going to become emancipated and democratized. We&#8217;re going to have a digital democracy.” Even though it&#8217;s a little bit like when political pundits make election forecasts and they&#8217;re wrong half the time, but no one ever remembers even what they forecasted. How do you even have a job?</p>

<p class="wp-block-paragraph">The people in the &#8217;80s said the personal computer was going to liberate people. Well, it didn&#8217;t. But then in the &#8217;90s, the internet was going to democratize societies. Well, it didn&#8217;t. That was just an ad campaign. And not that there aren&#8217;t plenty of people that sincerely believe that; there certainly is tremendous democratizing potential for the internet. There was a lot of promise there, but it&#8217;s not realized for all kinds of reasons.</p>

<p class="wp-block-paragraph">That&#8217;s already two strikes, but then you get to 2004 and all the emerging social media says, &#8220;Oh, Facebook, we&#8217;re going to democratize this. We&#8217;re going to connect everybody. Everyone will be able to be close to one another.&#8221; That also doesn&#8217;t happen.</p>

<p class="wp-block-paragraph">Then the ad campaign now, the packaging of somehow AI is going to do this. “What we need is democratic AI.” And that doesn&#8217;t mean we as a polity have a say, it just means that democratic countries should lift all restrictions and regulations so that democracies can have AI before authoritarians. It&#8217;s an old story.</p>

<p class="wp-block-paragraph"><strong>Can I push back on this a little bit? Because I personally struggle with that ad campaign, but the reality of it. There&#8217;s not a world previous to the internet where a guy like me who grew up in Wisconsin with no connections to the media ends up interviewing you, a Harvard professor. The internet needed to arrive. Publishing needed to be democratized. For whatever reason, AOL needed to pay a bunch of bloggers $12 a blog post, and then somehow decide that I should be one of those people. A lot of things had to happen where gatekeepers did fall away, and people like me were allowed to go find their audience. And I see it every single day now with young people who style themselves as creators or YouTubers, that they know that they can start a business and reach people on these platforms in some way.</strong></p>

<p class="wp-block-paragraph"><strong>The flip side of that is that I do think a bunch of gatekeepers, the men who own these platforms — it’s largely men — realized they could turn the knobs. Elon Musk could buy X and he could take X from a platform where, when it was known as Twitter, lots and lots of activists could find each other and shape public opinion. And now X is whatever X is, and mostly racists find me. That&#8217;s my experience of that platform whenever I participate.</strong></p>

<p class="wp-block-paragraph"><strong>Mark Zuckerberg started a Supreme Court for Facebook moderation because he wanted to recapitulate the machinations of democracy for people who had been banned for being crazy in their local Facebook groups. Maybe that worked and maybe it didn&#8217;t. My friend Casey Newton&#8217;s going to have something to write about in </strong><strong><em>Platformer </em></strong><strong>for the rest of his life as that experiment continues. But Zuckerberg said, &#8220;This is kind of dumb. I&#8217;m turning it off. We&#8217;re doing community notes here. No more moderation.&#8221;</strong></p>

<p class="wp-block-paragraph"><strong>There&#8217;s some kind of pendulum swing. I agree with you, this is largely an ad campaign, but a lot of people were able to find each other. A lot of new people were allowed to gain a much larger platform with which to affect the culture, if not society at large. How do you put that in the context of the artificial state? I&#8217;ll just preview it. My next question is going to be about targeted advertising, which I think is an enormously influential piece of the puzzle. But it&#8217;s that dynamic that I struggle with, it&#8217;s not purely an ad campaign.</strong></p>

<p class="wp-block-paragraph">I&#8217;ll come at that in a couple of different ways while granting that you absolutely have a point. I&#8217;ll figure out where we could maybe see a line. We tend to forget that, for instance, up until fairly recent history, maybe the 1980s, very few newspaper reporters in the United States had college degrees. They were people, mostly men, but there were a lot of women beat reporters and women editorial writers who started out delivering newspapers, working at the press, working the printer presses at newspapers, climbing their way up. I mean, there&#8217;s a reason Jimmy Olson is in the newsroom with Clark Kent in the 1930s comic books. They&#8217;re street kids and they know the streets and they start reporting. I don&#8217;t think they&#8217;re that different from coming up with a $12 blog post payment.</p>

<p class="wp-block-paragraph">That&#8217;s what happens in every industry, unsurprisingly. A new medium emerges, the daily paper or the twice-daily paper. The interview is invented. Eyewitness reporting is invented, the byline is invented. The history of the newspaper is all about an explosion of new kinds of doors that different people can walk through to report on the world to other people, and then more people can learn about the world because these newspapers are different.</p>

<p class="wp-block-paragraph">There&#8217;s an explosion in the democratization of any new technology of communication when it starts. By definition, if you can make a technology of communication cheaper and faster, you&#8217;re going to reach more people and more people are going to be involved in producing it. That happens with the first weekly newspapers, with the penny press in the 1830s, with the telegraph in the 1840s. It happens with how the telephone changes news reporting, the wire service in the Mexican-American War. It happens with the radio in the 1920s. It happens with TV in the 1950s.</p>

<p class="wp-block-paragraph">In fact, what&#8217;s interesting about that is that each of those transformations reshapes the party system. There have been seven party systems in American history and they all turn on a new emerging communications technology, which unsettles the relationship between the elites and the people. The people get more power. The parties just have to get realigned.</p>

<p class="wp-block-paragraph">But what always happens is the elites regain power. They don&#8217;t like it. They don&#8217;t like the news boys becoming beat reporters, becoming editors. They say, &#8220;Who are these nouveau people?&#8221; To use your metaphor, they turn the dial, they regain control, they consolidate their power over the medium, and then it has to wait for the next communications technology revolution.</p>

<p class="wp-block-paragraph">The tricky thing about the moment that we&#8217;re in now is the emerging technologies are not restoring power to the people. They&#8217;re not turning the wheel this way, they just keep going that way. I teach undergraduates. I see them go out in the world. There are no fucking jobs for them! You want to be a writer, you want to be an artist, you want to be a movie maker, you want to be a screenwriter, where are you going to get a job? The whole culture industry is imploding. I don&#8217;t think this is a magnificent time to be out there being an influencer. You still don&#8217;t have health insurance. You still can&#8217;t buy a house. I just don&#8217;t think we&#8217;re in a moment of emancipation that&#8217;s responding to that consolidation.</p>

<p class="wp-block-paragraph">Some people are like, &#8220;It&#8217;s great. I like that these billionaires have all this power over our culture.&#8221; I don&#8217;t, but we&#8217;re continuing to rotate in their direction. I don&#8217;t think it&#8217;s turning back. That&#8217;s how I would grant for you that there&#8217;s always something thrilling, emancipatory, illuminating, increasingly inclusive about a new communications technology. I wouldn&#8217;t deny that, and so you&#8217;re right to that degree, it&#8217;s not just an ad campaign, but I do think we&#8217;re in an exceptional moment right now.</p>

<p class="wp-block-paragraph"><strong>I said I was going to ask about targeted advertising, and one of the reasons I think the pendulum has swung back so sharply is a reaction to what you might call identity politics. In the book, you say that identity politics as we know it is made possible by computer-run sorting and targeting. The algorithms on these platforms will put us all together, and then we will say, &#8220;Here&#8217;s an identity. We&#8217;re a bloc. We have some political power as a bloc. Deal with us.&#8221;</strong></p>

<p class="wp-block-paragraph"><strong>That seems true. I think we&#8217;ve all had that experience. We&#8217;ve seen that play out both in the culture, in our politics more broadly, but you can push back on that. You can say, &#8220;No, we don&#8217;t like that. Identity politics bad. That&#8217;s too woke,&#8221; and you can see the culture react to that. You can certainly see politicians and billionaires react to that.</strong></p>

<p class="wp-block-paragraph"><strong>But I don&#8217;t think identity politics is only a product of quantifiability, of computer-aided targeting and sorting. It certainly existed before. Do you think the identity politics of today is defined by the fact that we all exist on platforms, or do you think it&#8217;s just shaped by it? What&#8217;s the relationship there?</strong></p>

<p class="wp-block-paragraph">I remember being quite struck reading an article from 1968 in a magazine that I think was called <em>Science and Technology</em>, a popular magazine, like the <em>Wired</em> of the 1960s, by this guy, Ithiel de Sola Pool, who was an MIT political scientist..</p>

<p class="wp-block-paragraph">In 1968, he was asked [alongside] JCR Licklider, the inventor of the internet, to speculate on what the computer revolution would mean by the year 2000. They were both really smart guys and they had really, really fascinating things to say. Ithiel de Sola Pool, this political scientist, said, &#8220;Certainly by then there will be personal newspapers. You will log onto your computer in the morning, and it will be networked,&#8221; because the computer was moving in 1968 from being a storage and data processing device to being a communications device, being both of those things. So he said, &#8220;You will be able to log onto your computer in the morning and be a personal computer.&#8221;</p>

<p class="wp-block-paragraph">And Pool said, &#8220;There really won&#8217;t be able to be party politics if you have your own newspaper because a political party is the organization of political dissent, of shared political priorities. I don&#8217;t think we&#8217;ll even have interest group politics,&#8221; like the Black Congressional Caucus or the Corn Farmers Association. &#8220;I don&#8217;t think we&#8217;ll even have that. We&#8217;ll really only be able to have personal politics. I just think that our notion of a representative government where we agree to elect people to represent not my individual interests, but the interests of my community, we won&#8217;t be able to do that because no one will have a sense of what is in the interest of their community. You&#8217;ll only have the sense of your own interests, and that&#8217;s not how a representative democracy works. Our system of government will be incompatible with our technology of communication.&#8221;</p>

<p class="wp-block-paragraph">Smart people saw this 50-60 years ago, and I think smart people see it now happening all the time. It&#8217;s something that is complicated for political campaigns to work with. You read interviews now with campaign consultants who say, &#8220;I really do not want to use these tools. I really do not want to do micro-targeted messaging, voter by voter, with deep-fake AI ads to convince people to vote for my candidate. I really believe in my candidate, but I don&#8217;t want to use these tools. But I have to use these tools because there&#8217;s no moratorium on using these tools, and therefore, I have to use the tools that I think my enemy will also use.&#8221; It&#8217;s a sad moment. I don&#8217;t think there&#8217;s anybody — well, I don&#8217;t know, there are probably some wretched human beings out there really excited to do deep-fakes and win elections that way, but most people in politics are not loving this moment.</p>

<p class="wp-block-paragraph"><strong>I said I was going to ask about targeted advertising, and I started with identity politics for a reason. If I look at how money on the internet is made broadly today, it is targeted advertising. I&#8217;m just thinking about your line about identity politics and how it&#8217;s made possible by computer-run sorting and targeting. Computer-run sorting and targeting is advertising. That is the modern advertising industry at scale. “We will find you, the person who is most susceptible to whatever advertising message we have, we might know so much about you that we can target that message even more tightly to you in an automated way, and we will deliver it to you.”</strong></p>

<p class="wp-block-paragraph"><strong>The big tech companies have all gotten in trouble for over-sorting people. Meta </strong><a href="https://www.propublica.org/article/facebook-doj-advertising-discrimination-settlement"><strong>got sued</strong></a><strong> for creating ad categories that were protected classes by race and gender. Other platforms have gotten in trouble for not delivering housing advertisements to certain groups that were supposed to receive them or otherwise were discriminated against. You see this play out over and over again that there&#8217;s all kinds of sorting we&#8217;re not supposed to do, that we&#8217;ve actually made illegal. The algorithms don&#8217;t know this, the platforms maybe want to ignore it, and their entire model is delivering the right message to you at the right time so that you might buy something. Whether that is a foam mattress that you&#8217;ll pay for as a direct-to-consumer or whether it&#8217;s a political candidate, that&#8217;s the business we&#8217;re in.</strong></p>

<p class="wp-block-paragraph"><strong>I&#8217;m wondering how you see that connecting to the artificial state. We&#8217;re going to measure everybody, quantify everybody, we&#8217;ll do capitalism at scale, and now we&#8217;re going to subsume our politics into it. Because you&#8217;re saying that the politicians themselves understand that maybe they shouldn&#8217;t do that.</strong></p>

<p class="wp-block-paragraph">It&#8217;s helpful to remember that that&#8217;s not an invention of the internet or the personal computer era, or certainly not of the artificial intelligence era. There is a great book by my colleague, Liz Cohen, <em>Consumers&#8217; Republic</em>, that argues that the consumer replaced the citizen as the individual entity of consequence in the United States in the 1950s, in the postwar era with the peacetime conversion of wartime factories. Consumption was what was going to save the country and advance the country&#8217;s interests, and American growth and American strength was associated with consumerism. In my lifetime, that&#8217;s been the way that we live. That&#8217;s not where the country was founded, and that&#8217;s also not inevitable.</p>

<p class="wp-block-paragraph">But the system that you&#8217;re describing with targeted advertising, which is effectively what the internet currently is, I actually don&#8217;t think that&#8217;s going to last. We&#8217;re not acting online primarily as citizens. Certainly I don&#8217;t feel that I am. I&#8217;m chiefly acting online as a consumer. I remember the day that I noticed that. In like 2000 I had a baby, and Google started sending me ads for breast pumps. I said, &#8220;Fuck this.&#8221; Remember when you were outraged by that and you say, &#8220;I hate that they know that I had a baby. That makes me mad. I didn&#8217;t tell them that&#8221;? But now we just accept it..</p>

<p class="wp-block-paragraph"><strong>Everyone&#8217;s phones are listening to them and it&#8217;s whatever.</strong></p>

<p class="wp-block-paragraph">Everyone&#8217;s phones are listening to them. You&#8217;re getting on a flight, you know that someone&#8217;s going to offer you Dramamine online. But that seemed, to a lot of people, inevitable and almost natural because the consumers&#8217; republic is how we&#8217;ve lived for such a long time.</p>

<p class="wp-block-paragraph">I&#8217;m not trying to offer up a Luddite or nostalgic reading here, but when you walk down a city street, there&#8217;s City Hall and there&#8217;s the post office, and — this is going to make me sound like I&#8217;m 112 years old — there&#8217;s the JCPenney and the Walgreens. There are different places. It&#8217;s now just the one place where the information that City Hall might have about you or the information you might wish to share at City Hall, your house has been reappraised and you want to question that, or you&#8217;ve got a parking ticket and you want to appeal it, those were in one place. And then if you&#8217;re going to go buy ibuprofen or new socks, that was a different place. It&#8217;s now all corporatized and privatized. But the privatization of the public square is a transformation that is a long time coming.</p>

<p class="wp-block-paragraph">I&#8217;d be very curious to hear what you think about this, but the people that I read increasingly say the internet is just going to be for bots in fairly short order and the humans aren&#8217;t really going to be on it. It&#8217;s just going to be agentic AI doing your stuff. It&#8217;s really just going to be machines talking to machines, which is in a way what people thought it was going to be to begin with. I think that actually offers some prospect for restoring the real world as a distinctive place for how we engage with one another as families, communities, and governments. But where we are now, if this continues, I don&#8217;t see how democracy endures the corporatization of all public discourse.</p>

<p class="wp-block-paragraph"><strong>We have had many, many, many tech CEOs on the show and </strong><a href="https://www.theverge.com/podcast/823909/the-doordash-problem-ai-agents-web-amazon-perplexity-lawsuit"><strong>we have asked them very directly</strong></a><strong>, &#8220;What happens when no one uses your app anymore, when it&#8217;s just the bots and the agents doing my bidding, and all of your business model has to fall away, and you are just a provider of Toyota Camrys?&#8221;</strong></p>

<p class="wp-block-paragraph">Yeah, yeah! What do they say? What do they say?!</p>

<p class="wp-block-paragraph"><strong>It breaks down in two ways. Anybody who offers a physical service says, &#8220;Yeah, it was really hard to build this business. Go ahead and try to disrupt me with your bots. You won&#8217;t.&#8221;The </strong><a href="https://www.theverge.com/podcast/801767/zocdoc-ceo-oliver-kharraz-ai-medical-healthcare-doctors"><strong>CEO of Zocdoc</strong></a><strong>, the </strong><a href="https://www.theverge.com/podcast/922909/dara-khosrowshahi-uber-drivers-ai-hotels-service"><strong>CEO of Uber</strong></a><strong>, and the </strong><a href="https://www.theverge.com/decoder-podcast-with-nilay-patel/679470/taskrabbit-ceo-ania-smith-labor-gig-economy-work-ai-automation"><strong>CEO of TaskRabbit</strong></a><strong> all say, &#8220;Yeah, go ahead and try. Try to find an army of people to come hang up your TV on demand. That&#8217;s our database, that&#8217;s our labor supply, and we will not be disrupted, because you can&#8217;t replace us.&#8221;</strong></p>

<p class="wp-block-paragraph"><strong>Anybody who runs a virtual business or something that&#8217;s more software is freaking out. Amazon is basically freaking out. They&#8217;re a front end to a bunch of drop-shippers. They can be replaced. They&#8217;re the ones </strong><a href="https://www.theverge.com/ai-artificial-intelligence/892401/amazon-perplexity-ai-shopping-agent-court-order"><strong>suing Perplexity</strong></a><strong>. And Perplexity is saying, &#8220;Our software is the new labor, and you&#8217;re discriminating against our labor,&#8221; which I&#8217;m still trying to puzzle out. </strong></p>

<p class="wp-block-paragraph"><strong>Do I believe that the agentic AI is equivalent to my labor? Should it have the same rights as me? That is an open question that I think the internet is not quite ready for, but it seems like the bleeding edge of what it actually means to even have an internet. If I can deploy bots out onto the internet on my behalf, should they have the same rights as I do, or do you actually need me and all the friction that I come with in order to build a business model, and do you have a right to that business model? I&#8217;m wondering if you know the answer, because that&#8217;d be great for me. I could just skip to the end.</strong></p>

<p class="wp-block-paragraph">Yeah, I totally don&#8217;t know the answer. I&#8217;m fascinated by every time I look at the height of the tidal wave of the coming techlash, it&#8217;s higher and higher. I don&#8217;t see that manifesting itself in an effective way, but we&#8217;re in for really bumpy times.</p>

<p class="wp-block-paragraph"><strong>The other piece of it that strikes me is all of &#8220;the internet will go away&#8221; is wishful thinking on a part of the companies. They want this internet to go away. The economics of this internet are really well-known to them. There are a bunch of gatekeepers that just extract fees at every turn of this internet.</strong></p>

<p class="wp-block-paragraph"><strong>Most famously there&#8217;s Apple. I think Elon Musk and Mark Zuckerberg and a whole bunch of other people would like to have business models that are not restricted by the iOS App Store and Apple&#8217;s 30 percent fees and however they feel about privacy. Saying, &#8220;We can build a new internet that&#8217;s all bots,&#8221; gets you away from the iPhone, gets you away from this device where Apple gets to decide what the internet is for in big and meaningful ways. </strong></p>

<p class="wp-block-paragraph"><strong>But I think people like Instagram, and I don&#8217;t think they&#8217;re going to give up their phones. That keeps you in a world where there&#8217;s at least something happening, where you&#8217;re looking for other people in some way. And that to me is maybe the heart of the solution.</strong></p>

<p class="wp-block-paragraph"><strong>I&#8217;ll connect it to the fact that you&#8217;re a college professor. You&#8217;re at the height of the techlash, as you just said. I&#8217;m watching college students boo AI at graduation ceremony after graduation ceremony and talk about it on the social platforms in big and meaningful ways. That seems like if there&#8217;s any kind of market pushback that leads to a political pushback that leads to actual change, that&#8217;s where it comes from, and that still came from the internet itself.</strong></p>

<p class="wp-block-paragraph">No, it came from those people in a quad sweating in their stupid caps and gowns making a lot of noise together. It came from an actual group of humans in physical space together. I wouldn&#8217;t look to college or public school administrations to be of any help because they&#8217;re all just saying, &#8220;Oh, we made a deal with OpenAI. Here&#8217;s your not-so-free tool you have to use now.” Institutions, not just individuals, have to have positions of moral integrity in this moment, and I don&#8217;t see a ton of evidence of that. You see it maybe in the publishing industry, it&#8217;s very self-interested, and I think you see it in some state governments and some local governments, but I don&#8217;t think you see it in big law firms, big universities.</p>

<p class="wp-block-paragraph">I gave these lectures at Yale last year that are the basis for this book on the artificial state and had a lot of group meetings with Yale students. I had been told by a colleague that at the very first meeting of the AI task force, which the faculty thought was going to be about what our pedagogical position should be about — [was instead about] “We’re going to use this task force to deliberate on what&#8217;s the proper time and place for using these incredibly powerful tools, and then what places are maybe not good places.”</p>

<p class="wp-block-paragraph">He said, &#8220;The first meeting of the task force was about how we can brand AI at Yale so that it&#8217;s really sexy and people are excited about it. Are we going to call it YaAI? What&#8217;s the branding strategy here?&#8221; The faculty said, &#8220;What are you actually talking about? You brought us here to have a branding conversation?&#8221;</p>

<p class="wp-block-paragraph">I&#8217;m in a lecture hall with this wonderful group of students. I said, &#8220;Let&#8217;s just have a good discussion now. What about just having there be a two-week moratorium starting tomorrow? The president of the university could announce it tonight that, for two weeks, every class on campus is going to be a discussion section involving staff, faculty, and students on what our community policy should be about using this tool this year.”</p>

<p class="wp-block-paragraph">The students said, &#8220;Let&#8217;s do that. Why can&#8217;t we do that? Why can&#8217;t we have a discussion about it?&#8221; The staff and the faculty said, &#8220;Why are we not doing that?&#8221; You say, &#8220;Why are we not doing that?&#8221; That&#8217;s why the students are mad. They&#8217;re paying all this money, taking on all this debt, working their asses off to be replaced by machines and have no capacity, be granted no fulfillment of the role of student, scholar, citizen, member of a community, and what that means and should mean.</p>

<p class="wp-block-paragraph">It&#8217;s such a mismatch of the Silicon Valley rhetoric of the future of humanity. &#8220;This is bigger than the wheel or the invention of fire,&#8221; [against] like, &#8220;But we don&#8217;t give a shit what you think or want.&#8221; That&#8217;s what gives me hope, that restlessness around that. There was a resounding applause around this idea, and you will notice this is not what Yale did. Yale instead branded its relationship with OpenAI, and now it&#8217;s a corporate agreement.</p>

<p class="wp-block-paragraph"><strong>Let me connect that sense, that lack of agency that you&#8217;re describing, to what we see in our politics writ large. I think a lot of people are going to their local town/community planning meetings where a data center is being proposed. They&#8217;re saying no, and then it&#8217;s happening anyway. We see this playing out. Little &#8220;D&#8221; democratic politics are failing people in obvious ways. “Here&#8217;s this data center that you don&#8217;t want, and you&#8217;ve literally come to the meeting to register your opposition. Well, we&#8217;re doing it anyway because the town needs the jobs,” or whatever excuse is being put forward.</strong></p>

<p class="wp-block-paragraph"><strong>We see this maybe most notably in Utah. Kevin O&#8217;Leary is <a href="https://www.theverge.com/ai-artificial-intelligence/943234/kevin-oleary-agrees-to-downsize-massive-utah-data-center">going to build a data center</a> no matter how much those people in Utah want it or not. And maybe the elected officials get thrown out because they said yes, and that will be the mechanism of change there. But actually, the representatives are not doing what the people want. The people feel this lack of agency.</strong></p>

<p class="wp-block-paragraph"><strong>Your entire book is about the decaying of the liberal nation state. I could point to that very tiny thing. People don&#8217;t feel agency about data centers, and say, &#8220;That&#8217;s the tip of the spear. That&#8217;s what&#8217;s going to break it wide open.&#8221; If you don&#8217;t believe in your local government and you haven&#8217;t believed in your national or state government for a long time, what&#8217;s left? Is that recoverable? The thing that I&#8217;m worried about the most is maybe that&#8217;s not recoverable. If you can&#8217;t even keep the data center from showing up in your backyard, what else is there to believe in? If you can&#8217;t even get Yale to take a beat and talk to you, what else is there?</strong></p>

<p class="wp-block-paragraph">Yeah. I don&#8217;t know, man. That is really grim.</p>

<p class="wp-block-paragraph"><strong>No, no, you&#8217;re supposed to depress </strong><strong><em>me</em></strong><strong>. It&#8217;s the other way around.</strong><strong><em> [Laughs]</em></strong></p>

<p class="wp-block-paragraph">I love that people are showing up and having those arguments. And if you were a smart community development board, you&#8217;d get ahead of that and say, &#8220;There are some good arguments for this data center that are honest arguments, and then there are some real arguments against it. Let&#8217;s have an open forum, and let&#8217;s see what the people think. And let&#8217;s also educate ourselves and the community,&#8221; because there&#8217;s a lot of dumbass stuff out there about data centers, I&#8217;m sure, certainly on both sides.</p>

<p class="wp-block-paragraph">I don&#8217;t know. I think the fact that that&#8217;s happening and is likely to really influence these elections is meaningful. There are political consequences for just going along to get along. But it&#8217;s part of a much bigger problem with money and American politics and the relationship between corporations and government, so there&#8217;s no really easy fix for that.</p>

<p class="wp-block-paragraph">To your question, structurally, is there any going back? My <a href="https://current.fas.harvard.edu/stories/jill-lepore-her-pulitzer-prize-winning-we-people-history-us-constitution">last book</a> was about the history of the US Constitution. And one of the claims I make in this book is that it&#8217;s a problem for American politics and government when the Constitution becomes unamendable. The US Constitution hasn&#8217;t been meaningfully amended <a href="https://americanhistory.si.edu/explore/exhibitions/american-democracy/online/vote-voice/getting-vote/sometimes-it-takes-amendment/twenty-sixth">since 1971</a>. Instead, the Supreme Court amends the Constitution in how it acts. So the longer that goes on, the more resentful people are of the Supreme Court.</p>

<p class="wp-block-paragraph">When people ask, &#8220;Would we ever get that back?” the example I often give is jury service. One thing that people really believe in is jury duty. Even if they don&#8217;t like to do it, they believe in it. They think it&#8217;s a good thing to have, that it involves fairness in our criminal justice system. Even if, objectively, juries often make the wrong decision, people believe it&#8217;s good that we are asked to go to a room with strangers and deliberate over what&#8217;s true and what&#8217;s not true.</p>

<p class="wp-block-paragraph">But imagine that, for some reason, jury service was abolished in 1971. And now in 2026, someone said, &#8220;You know what would actually be good would be bringing back jury duty, and having 12 random people decide whether or not your kid is guilty of aggravated assault.&#8221; There&#8217;s no way we would bring it back because trust in one another in civil society has so evaporated. That&#8217;s what&#8217;s worrying about the decay of people&#8217;s sense of, &#8220;We live in a representative government. If the majority of us don&#8217;t want this thing and we tell our elected officials we don&#8217;t want this thing, then we&#8217;re not going to have it.&#8221; And then when you repeatedly find out that you are going to have it in spite of what you want, your ability to believe in how the system works has really deteriorated.</p>

<p class="wp-block-paragraph">A lot of that sapping away of our civic strength and our capacity as citizens to deliberate with one another and hear one another out is because of the incursions of the artificial state.</p>

<p class="wp-block-paragraph"><strong>I want to end by asking about a phenomenon that I see more and more, especially after AI got booed at all the college graduations. It&#8217;s amazing. Between that and the data center pushback, it seems like the industry has decided that they need a new tack. They need to communicate more. OpenAI is just running around and its executives are like, &#8220;We have a marketing problem. We just need to market it better.&#8221;</strong></p>

<p class="wp-block-paragraph"><strong>Google’s CEO </strong><a href="https://www.theverge.com/podcast/936445/sundar-pichai-ai-search-google-zero-youtube-web"><strong>was on the show</strong></a><strong>, and he said, &#8220;I don&#8217;t think it&#8217;s a marketing problem. We actually have to prove that the products are useful to people.&#8221; That&#8217;s what the Microsoft CEO says. There’s a range of opinions here.</strong></p>

<p class="wp-block-paragraph"><strong>The thing that all of them have started saying over and over and over again is that the democratic process should be trusted to put the guardrails on them. The CEO of Skydio </strong><a href="https://www.theverge.com/podcast/949195/skydio-ceo-adam-bry-autonmous-drones-china-red-lines-military"><strong>was on</strong></a><strong>. He is a drone maker. He supplies drones to the military and various governments, and he will tell you it&#8217;s as much power companies as the police, but don&#8217;t worry about the police. The democratic process is going to stop the police from infringing on your rights with drones. Maybe.</strong></p>

<p class="wp-block-paragraph"><strong>I hear it with Anthropic, which just proposed a federal regulator for AI that will determine who runs the frontier models and do safety checks on them, and that&#8217;s the democratic process. I could probably make a list of every big tech executive at some point saying, &#8220;Democracy will stop us. We trust democracy.&#8221;</strong></p>

<p class="wp-block-paragraph"><strong>Your entire book is about technology fraying democracy to its very core. Is this just self-serving on their part? Now that they&#8217;ve broken it, they&#8217;re saying, &#8220;That&#8217;s the thing that will stop us,&#8221; and they know that it won&#8217;t. Or is this actually the moment for democracy to reassert itself because they&#8217;re asking for it?</strong></p>

<p class="wp-block-paragraph">Yes to both. It is self-serving on their part, and this goes pretty far back. Some years ago, OpenAI had this whole democratic inputs project where they&#8217;re going to get democratic inputs on how AI should run. This is where Claude&#8217;s constitution comes from. “We&#8217;re going to have a collective constitution. We&#8217;re going to crowdsource constitutional drafting.”&nbsp;</p>

<p class="wp-block-paragraph">The individuals involved in the democratic inputs project for OpenAI and the collective constitutional project for Anthropic really cared about those things. They knew nothing about the political process. They knew nothing about representative democracy, nor did they care to learn. The way collective constitutionalism worked, the democratic inputs project worked was basically just turning people into data points. “We&#8217;ll do hyper-scaling. Every American will be able to point and click and vote.”</p>

<p class="wp-block-paragraph">That&#8217;s not deliberative democracy. Actually, people have to be in a room together. They need to talk to one another. There needs to be a process. There need to be rules. There needs to be a parliamentarian. There need to be votes. There need to be rules about vetoing votes. There need to be rules about speech and process.</p>

<p class="wp-block-paragraph">So when they talk about, &#8220;Democracy will save us,&#8221; what they mean by democracy is something that I think, for most political scientists, is unrecognizable as a democratic process. It&#8217;s a buzzword for them. It&#8217;s been convenient for them at different moments in their recent past, and it seems convenient now.</p>

<p class="wp-block-paragraph">That said, that doesn&#8217;t mean this isn&#8217;t a moment that people who care about involving ordinary people in discussions around, &#8220;What do we want? What would be right? I ought to learn a little bit more about this, and I want to talk to some people, and I want to hear what my neighbors think. And I want to sit down with the town council, the neighborhood council and work it out.&#8221; That is the chief argument in my book. That can still happen. That should still happen, and I think it has to still happen.</p>

<p class="wp-block-paragraph"><strong>That seems like the next step. It seems like getting the college kids together to boo is maybe the thing that will solve democracy. As a college student who booed the Iraq War, I still want to believe this, whether or not that went my way. Dr. Lepore, this has been amazing. Thank you so much.</strong></p>

<p class="wp-block-paragraph">A lot of fun. Thanks so much for having me.</p>

<p class="wp-block-paragraph"><em><sub>Questions or comments? Hit us up at decoder@theverge.com. We really do read every email!</sub></em></p>
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					</entry>
			<entry>
			
			<author>
				<name>David Pierce</name>
			</author>
			
			<title type="html"><![CDATA[The Clapper was a bad smart home gadget — and a viral sensation]]></title>
			<link rel="alternate" type="text/html" href="https://www.theverge.com/podcast/967642/the-clapper-version-history" />
			<id>https://www.theverge.com/?p=967642</id>
			<updated>2026-07-19T09:28:26-04:00</updated>
			<published>2026-07-19T09:28:26-04:00</published>
			<category scheme="https://www.theverge.com" term="Gadgets" /><category scheme="https://www.theverge.com" term="Podcasts" /><category scheme="https://www.theverge.com" term="Smart Home" /><category scheme="https://www.theverge.com" term="Tech" /><category scheme="https://www.theverge.com" term="Version History" />
							<summary type="html"><![CDATA[Clap on. Clap off. Well, more like, Clap, pause for half a beat but no longer because otherwise it'll stop hearing you, clap again because you waited too long, clap louder and faster, that didn't work, clap two more times, and suddenly: on. The Clapper didn't always work - and even when it did, it [&#8230;]]]></summary>
			
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<figure>

<img alt="A photo of two hands clapping, next to a large beige box — The Clapper." data-caption="" data-portal-copyright="Photo: Amelia Holowaty Krales / The Verge" data-has-syndication-rights="1" src="https://platform.theverge.com/wp-content/uploads/sites/2/2026/07/VRH_Clapper_Site.jpg?quality=90&#038;strip=all&#038;crop=0,0,100,100" />
	<figcaption>
		</figcaption>
</figure>
<p class="wp-block-paragraph">Clap on. Clap off. Well, more like, Clap, pause for half a beat but no longer because otherwise it'll stop hearing you, clap again because you waited too long, clap louder and faster, that didn't work, clap two more times, and suddenly: on. The Clapper didn't always work - and even when it did, it might fry your gadgets in the process - but it managed to become a big hit anyway.</p>
<p class="wp-block-paragraph">On <a href="https://pod.link/1840983742">this episode of <em>Version History,</em></a><em> </em>we tell the story of The Clapper, from its beginnings as The Great American Turn-On to its debut alongside one of <a href="https://www.youtube.com/watch?v=ypmI-heWqF8">the great advertising campaigns</a> of all time. <em>The Verge</em>'s David Pierce and Victoria Song are joined by <a href="https://sc.edu/study/colleges_schools/artsandsciences/womens_and_gender_studies/our_people/marsh_allison.php">Allison Marsh</a>, …</p>
<p><a href="https://www.theverge.com/podcast/967642/the-clapper-version-history">Read the full story at The Verge.</a></p>
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									</content>
			
					</entry>
			<entry>
			
			<author>
				<name>David Pierce</name>
			</author>
			
			<title type="html"><![CDATA[Apple’s plot to crush OpenAI]]></title>
			<link rel="alternate" type="text/html" href="https://www.theverge.com/podcast/967244/apple-openai-lawsuit-vergecast" />
			<id>https://www.theverge.com/?p=967244</id>
			<updated>2026-07-17T13:41:32-04:00</updated>
			<published>2026-07-17T13:41:32-04:00</published>
			<category scheme="https://www.theverge.com" term="AI" /><category scheme="https://www.theverge.com" term="Apple" /><category scheme="https://www.theverge.com" term="OpenAI" /><category scheme="https://www.theverge.com" term="Podcasts" /><category scheme="https://www.theverge.com" term="Tech" /><category scheme="https://www.theverge.com" term="Vergecast" />
							<summary type="html"><![CDATA[Apple is suing OpenAI. The complaint is readable and intense, as these things often are, though many experts seem to think many of the allegations are just the ways things are done. So what does Apple really want here, and why is it picking such a public fight with OpenAI? On this episode of The [&#8230;]]]></summary>
			
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<figure>

<img alt="" data-caption="" data-portal-copyright="Image: Alex Parkin / The Verge" data-has-syndication-rights="1" src="https://platform.theverge.com/wp-content/uploads/sites/2/2026/07/VRG_VST_071626_Site.jpg?quality=90&#038;strip=all&#038;crop=0,0,100,100" />
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<p class="wp-block-paragraph"><a href="https://www.theverge.com/tech/964350/apple-openai-lawsuit-trade-secrets">Apple is suing OpenAI</a>. The complaint is readable and intense, as these things often are, though many experts seem to think many of the allegations are just <a href="https://www.businessinsider.com/apple-lawsuit-openai-trade-secrets-what-smart-people-are-saying-2026-7">the ways things are done</a>. So what does Apple really want here, and why is it picking such a public fight with OpenAI?</p>
<p class="wp-block-paragraph">On <a href="https://pod.link/vergecast">this episode of <em>The Vergecast</em></a>, Nilay and David go through the lawsuit, and look at Apple's history of splashy litigation to determine whether Apple is worried about a possible competitor or simply looking to capitalize on <a href="https://www.theverge.com/ai-artificial-intelligence/965294/openai-apple-trade-secrets-lawsuit-sam-altman-ipo">a weak moment for OpenAI</a>. All this is happening as Apple <a href="https://www.theverge.com/tech/964307/apple-public-betas-ios-27-siri-ai">ships the public betas</a> of its new software, headlined by <a href="https://www.theverge.com/tech/964714/siri-ai-public-beta-preview-ios-27-hands-on">the new Siri AI</a>, and we have though …</p>
<p><a href="https://www.theverge.com/podcast/967244/apple-openai-lawsuit-vergecast">Read the full story at The Verge.</a></p>
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									</content>
			
					</entry>
			<entry>
			
			<author>
				<name>Nilay Patel</name>
			</author>
			
			<title type="html"><![CDATA[‘No company is going to go to jail for you’: Proton’s CTO on balancing privacy, policy, and trust]]></title>
			<link rel="alternate" type="text/html" href="https://www.theverge.com/podcast/966074/proton-cto-bart-butler-privacy-encryption-surveillance-age-verification" />
			<id>https://www.theverge.com/?p=966074</id>
			<updated>2026-07-16T09:59:05-04:00</updated>
			<published>2026-07-16T10:00:00-04:00</published>
			<category scheme="https://www.theverge.com" term="Decoder" /><category scheme="https://www.theverge.com" term="Podcasts" /><category scheme="https://www.theverge.com" term="Policy" /><category scheme="https://www.theverge.com" term="Privacy" /><category scheme="https://www.theverge.com" term="Tech" />
							<summary type="html"><![CDATA[Today on Decoder, we’ve got the first of a two-part series on the systems that run the world: I’m talking with Bart Butler, the CTO of Proton, the company that makes private and secure productivity software. You probably know it best for Proton Mail, which is encrypted by default, but the company also has docs, [&#8230;]]]></summary>
			
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<figure>

<img alt="A photo illustration of Proton CTO Bart Butler." data-caption="" data-portal-copyright="Image: The Verge / Photo: Proton" data-has-syndication-rights="1" src="https://platform.theverge.com/wp-content/uploads/sites/2/2026/07/DCD-Bart-Butler.png?quality=90&#038;strip=all&#038;crop=0,0,100,100" />
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<p class="has-drop-cap wp-block-paragraph">Today on <em>Decoder</em>, we’ve got the first of a two-part series on the systems that run the world: I’m talking with Bart Butler, the CTO of Proton, the company that makes private and secure productivity software.</p>

<p class="wp-block-paragraph">You probably know it best for Proton Mail, which is encrypted by default, but the company also has <a href="https://www.theverge.com/tech/903554/proton-now-offers-an-entire-bundle-of-office-services">docs, sheets, a calendar</a>, and even a new AI assistant called Lumo, all built and marketed around the idea that they should be vastly more private than the products from Big Tech companies.</p>

<p class="wp-block-paragraph">You’ll hear Bart say pretty plainly that the thing Proton sells, at a high level, isn’t really the products themselves, but actually trust. And trust in the software world isn’t only about the people who run the companies, but also the technology they develop and sell and the corporate structure in place to make sure that technology is built against the right incentives. Pure <em>Decoder</em> bait, in other words. The challenge is that Bart also says part of Proton’s mission is very much to succeed at being a viable competitor to Big Tech, and that means the company has to grow and expand to competitive scale, all while preserving its core values.</p>

<p class="wp-block-paragraph">This philosophy, and that challenge, is baked directly into Proton’s structure and even its physical location — the company and its servers are based in Switzerland, in part because of the Swiss government’s geopolitical neutrality. Two years ago, Proton also transitioned to a nonprofit structure governed by a foundation, which is a familiar model used by all kinds of companies that ostensibly operate in the public interest, but which has failure modes of its own, as <a href="https://www.theverge.com/news/807875/openai-microsoft-for-profit-agi">we just saw with OpenAI</a>.</p>

<div class="wp-block-vox-media-highlight vox-media-highlight"><img src="https://platform.theverge.com/wp-content/uploads/sites/2/chorus/uploads/chorus_asset/file/24792604/The_Verge_Decoder_Tileart.jpg?quality=90&amp;strip=all&amp;crop=0,0,100,100" alt="" title="" data-has-syndication-rights="1" data-caption="" data-portal-copyright="" />


<p class="wp-block-paragraph"><em>Verge</em> subscribers, don&#8217;t forget you get exclusive access to ad-free <em>Decoder</em> wherever you get your podcasts. Head <a href="https://www.theverge.com/account/podcasts">here</a>. Not a subscriber? You can <a href="https://www.theverge.com/subscribe">sign up here</a>. </p>
</div>

<p class="wp-block-paragraph">We talked about all of that, but I really wanted to talk to Bart because he’s responsible for the technical construction of some very complex systems that interact with all these complex politics. I really wanted to know how you translate all these lofty ideals and concepts like user trust into real, privacy-centric products and features that can withstand all this policy pressure.&nbsp;</p>

<p class="wp-block-paragraph">For example, earlier this year, the Swiss government <a href="https://www.404media.co/proton-mail-helped-fbi-unmask-anonymous-stop-cop-city-protestor/">requested payment data</a> that led the FBI to unmask a protester associated with the Stop Cop City movement in Atlanta, Georgia, a request Proton complied with. So of course I had to ask Bart about all that, and what it means that the US government can use words like “terrorism” to coerce foreign governments to apply pressure on Proton — and how the company decides when and how to take on those fights. </p>

<p class="wp-block-paragraph">This pressure manifests in all kinds of ways. Proton is on the record <a href="https://www.vice.com/en/article/proton-says-it-will-leave-switzerland-if-controversial-swiss-law-passes/">saying it will leave Switzerland</a>, and Bart says it would also consider ditching its operations in EU countries like Germany and Norway if various surveillance laws working their way through European courts <a href="https://www.wired.com/story/a-majority-of-european-lawmakers-voted-against-letting-big-tech-read-our-messages-theyre-going-to-anyway/">continue to threaten Proton’s privacy mission</a>. Bart told me these aren’t just empty threats and that Proton is in the process of figuring out what it would mean to leave Europe if things get, in his words, more “dystopian.”</p>

<p class="wp-block-paragraph">There is a whole lot in this one. We ran pretty long because we got so deep in the weeds. We first spent the time talking through the broad frameworks before talking about the very real problems of child safety, age verification, and AI — all of which are testing Proton’s values with some of the highest-stakes problems on the internet today. But we took the extra time to get there, and I hope you’ll think it was worth it.&nbsp;&nbsp;</p>

<p class="wp-block-paragraph">Okay: Bart Butler, the CTO of Proton. Here we go.</p>

<iframe loading="lazy" frameborder="0" height="200" src="https://playlist.megaphone.fm?e=VMP8586650749" width="100%"></iframe>

<p class="wp-block-paragraph"><em>This interview has been lightly edited for length and clarity.</em></p>

<p class="wp-block-paragraph"><strong>Bart Butler, you&#8217;re the chief technology officer at Proton. Welcome to </strong><strong><em>Decoder.</em></strong></p>

<p class="wp-block-paragraph">Thank you. Happy to be here.</p>

<p class="wp-block-paragraph"><strong>I&#8217;m excited to talk to you. It feels like Proton sits at the center of an escalating, spiraling debate about how we build technology systems, how we regulate them, and how consumers can protect their data or have any control at all over their data at the center of it.</strong></p>

<p class="wp-block-paragraph"><strong>Let&#8217;s start at the very start. I think most people understand Proton as ProtonMail, but there&#8217;s now a suite of office products and productivity products. Describe what Proton is and how you see all the products working together.</strong></p>

<p class="wp-block-paragraph">So Proton is an ecosystem, if you will — a collection of products that all share the same DNA in the sense that they fundamentally are, in many cases, versions of products you can buy elsewhere, but that are privacy preserving, right?&nbsp;</p>

<p class="wp-block-paragraph">Yes, we started with mail. We also have a VPN. We have a Proton Drive, which is our file storage, photos, and collaborative real-time docs. We have a calendar. We have a password manager called Proton Pass. We have Meet, which is a video conferencing software. So we have a whole collection of products that do things in some cases very similar to other products that you might be more familiar with, but are also privacy-preserving.</p>

<p class="wp-block-paragraph"><strong>One of the reasons I&#8217;m excited to talk to you specifically as chief technology officer is the idea that there&#8217;s a set of products that are familiar, but the company running them is going to behave better than the other company, is a familiar pattern in this industry.</strong></p>

<p class="wp-block-paragraph">Sure, it is.</p>

<p class="wp-block-paragraph"><strong>And Proton promises that the products are actually architected differently.</strong></p>

<p class="wp-block-paragraph">Yes.</p>

<p class="wp-block-paragraph"><strong>That from the very beginning, the way the products are built is actually what makes and keeps the promise of protecting privacy, not a benevolent CEO or a benevolent board of directors. We&#8217;ll come to that. There&#8217;s some of that in the mix here.</strong></p>

<p class="wp-block-paragraph">There&#8217;s some of that, too. There&#8217;s some corporate structure stuff, but yes, I also consider that there are actually, I would say, two primary structural… or maybe systems. You could call them systems engineering at a broader scale, but structural constraints on how Proton operates.</p>

<p class="wp-block-paragraph">The first is that we encrypt all the data we can. So if we wanted to turn around and sell that data to somebody, we can&#8217;t. It&#8217;s mathematically not possible for us to do it, right? This also has other benefits. We can&#8217;t easily lose it to hackers or other interested parties, and there&#8217;s some data that we can respond to for, say, legal requests, but there&#8217;s some data we can&#8217;t. And this helps us; basically, we can&#8217;t give up data that we don&#8217;t have access to.</p>

<p class="wp-block-paragraph">The second is the business model. I mean, there are other SaaS players, of course, that do this. I don&#8217;t think there are a whole lot of B2C consumer-based SaaS players at our size who do this, but our revenue model is getting paid by our users, right? So we don&#8217;t sell ads. The products are not carrots to get people to come in and give us their data so we can sell it to advertisers. And that means that those users — the ones who pay our bills, pay our salaries — allow us to grow the business.</p>

<p class="wp-block-paragraph">If we were to betray them, then that would essentially undermine the value of the business. We have tied the value of the business and the growth of the business to protecting our users so that our interests are aligned. This is also very important because temptations are a thing. People respond to incentives, and we have structurally arranged our company such that those incentives are aligned with the people to whom we have promised to protect.</p>

<p class="wp-block-paragraph"><strong>If I were to very reductively summarize what you just said, it is that we take money from consumers, and what we sell them is encrypted versions of popular services that they rely on, like email, a VPN, and an office suite.</strong></p>

<p class="wp-block-paragraph"><strong>Do you think consumers understand that what they&#8217;re buying is the technology solution, or are they buying the promise of privacy? Or is it some mix? Because I&#8217;m not actually sure consumers really understand at mass scale how it all works, right? They think their iPhones are listening to them.</strong></p>

<p class="wp-block-paragraph">What I will tell product people and engineers in meetings about new features is that if you&#8217;ve mentioned the word encryption to the user, you&#8217;ve already failed. I mean, people don&#8217;t understand what this is. That&#8217;s fine. Our goal is to make products that are as usable and as functional as our competitors, or more functional.</p>

<p class="wp-block-paragraph">I mean, I don&#8217;t want to sound entirely derivative. We do have features that nobody else has that are often geared towards privacy and functionality for people who need confidential communications. However, in general, we&#8217;re selling the promise. We&#8217;re selling the promise that we&#8217;re a different kind of company. We&#8217;re selling the trust — and that trust is critical. Without trust… That is where the real value of the company is. Now, that trust is backed up by technology, right? But we&#8217;re selling the trust.</p>

<p class="wp-block-paragraph"><strong>The reason I&#8217;m pushing on it, and specifically I&#8217;m happy that you mentioned trust, is that the big tech players will all make the same kinds of promises about your data being private. Facebook will happily tell you that they don&#8217;t sell an ounce of your data. It&#8217;s actually not in their interest to sell the data because the ad targeting that they do depends on the data being theirs and not anyone else&#8217;s. We can get into this for days and days and days.</strong></p>

<p class="wp-block-paragraph"><strong>I&#8217;m just curious where you see that trust being expressed or where you feel like that trust is most communicated from Proton. Because if you ask me, as a more technical person, I do look at the architecture of “it&#8217;s all encrypted” and probably mathematically, it&#8217;s impossible to get into. Sure, we&#8217;ll come to how much metadata can be shared with authorities because there&#8217;s some debate about that.</strong></p>

<p class="wp-block-paragraph"><strong>But that&#8217;s the piece that resonates for me as opposed to trusting you or a board of directors. Some other people just look at the promises and take them at face value. Then there&#8217;s some set of regulators that say, &#8220;Actually, we have a bunch of other interests in being able to see the data that goes on here, and we actually don&#8217;t trust you to be a good player in the ecosystem.&#8221;</strong></p>

<p class="wp-block-paragraph"><strong>So when you think about trust, does it come down to “the data is encrypted, and that&#8217;s the core promise we&#8217;re making, and anything that breaks that also breaks the whole product”? Or is there some other dimension of trust that is important at Proton as you build the systems?</strong></p>

<p class="wp-block-paragraph">So end-to-end encryption is obviously important. It&#8217;s the gold standard, and it&#8217;s what we strive for. However, there are definitely features that we… privacy, at least to me personally, is about control. There are some times when I want an integration with an external service or something like this, and I mean, my choices are no integration or breaking end-to-end encryption.</p>

<p class="wp-block-paragraph">Our goal is to make it so the user has an informed choice and control over who sees their data. So it&#8217;s not the same as never sharing your data or never sharing your photos with anybody. But the point is, instead of sharing your photos with somebody like Facebook who might monetize them, it&#8217;s sharing your photos with grandma and grandpa, and only grandma and grandpa.</p>

<p class="wp-block-paragraph">That&#8217;s not to say that encryption is everything, but I think we&#8217;ve set up… I don&#8217;t know if we want to get into the corporate structure right now. But we&#8217;ve set up the fundamental engineering, which backs up the trust. People like you look at the architecture and say, &#8220;Okay, this is encrypted. This is important to me.&#8221; And then you go tell somebody else, and to that other person you say, &#8220;I trust Proton because of this, this, and this.&#8221; The other person, all they know is, &#8220;Hey, I know Nilay, I trust him, and he says Proton is good.&#8221;</p>

<p class="wp-block-paragraph">There&#8217;s a whole cohort much, much greater than the techie cohort. The techie cohort is our core, of course, and has been since the beginning, but there&#8217;s a whole cohort of people who trust Proton because of other people they know. And by now, I mean it might just be people they trust on Reddit, right? But other people they know say Proton is there.&nbsp;</p>

<p class="wp-block-paragraph">And what I&#8217;m trying to say is we have set up&#8230; We&#8217;ve all been getting object lessons in the rules, bylaws, laws, other things that can be worth something, but ultimately are worth something when they are&#8230; Personnel really matters, right? Who enforces them really matters. So we have the technical layer, which is designed to constrain what we can do technically, and then we also have the legal and corporate structure layer, which is its defense in depth, basically. It&#8217;s defense in depth. All of these things are interlocking guarantees to our users that we are trustworthy. Ultimately, that&#8217;s the most important thing about the business.</p>

<p class="wp-block-paragraph"><strong>I do want to come to the corporate structure. It is </strong><strong><em>Decoder</em></strong><strong> after all, but just one more turn on the product set itself. You started with ProtonMail. You&#8217;ve got the other suite of products, including now an AI Assistant.</strong></p>

<p class="wp-block-paragraph"><strong>You talked about the fact that the business model is the consumers paying money directly for the products. Is ProtonMail still the core product that&#8217;s making the most money? Are the other lines of business growing? How does this look?</strong></p>

<p class="wp-block-paragraph">So we don&#8217;t disclose direct financials. Mail and VPN are the two oldest products, and as you might expect, they are the two largest products still. But we also have a lot of people who buy bundles and buy multiple products. We try to make the products work well together in an ecosystem. Some products are more tightly bound than others.</p>

<p class="wp-block-paragraph">The new products, the more recent ones like Calendar, are very tightly tied to Mail, of course, but we also have Drive and Pass. Those are not as big as the older products. They have less of a head start, if you will, but they are growing rapidly. So they all contribute, but yeah, they contribute differently. Often, I&#8217;m not going to say it&#8217;s exactly how old they are, but those that have had the bigger runway are usually bigger, right?</p>

<p class="wp-block-paragraph"><strong>One of the patterns with consumer productivity software is that the suites get bigger, the bundles get bigger, and then the companies realize the class of customers that will actually pay for increased productivity is enterprise.</strong></p>

<p class="wp-block-paragraph">Yeah.</p>

<p class="wp-block-paragraph"><strong>We see this over and over again in this space. Notion did it, Dropbox did it. I can go on and on and on about companies that we’ve covered as consumer software companies that eventually pivoted to being enterprise companies. Does Proton feel that same pressure, that you&#8217;re going to have to go have more corporate clients, enterprise clients, to grow? Or are you still focused on consumer?</strong></p>

<p class="wp-block-paragraph">This is a very, very interesting question. I think we definitely feel the pressure. There’s… what is it? I don&#8217;t know if it&#8217;s apocryphal or not, but the old John Dillinger quote like, &#8220;Why do I rob banks? Well, it&#8217;s where the money is.&#8221; There&#8217;s a little bit of that in “Why do you go B2B?” Well, it&#8217;s where the people who have budgets and are willing to pay for this are.&nbsp;</p>

<p class="wp-block-paragraph">I think we&#8217;re definitely considering it. Even as a primarily consumer-focused business, we have a lot of people in small businesses, in particular, who use our products for business purposes. You just use the consumer. And we&#8217;ve also made forays into small business offerings and things like that.&nbsp;</p>

<p class="wp-block-paragraph">I think this is something that growth will probably demand. And I think there are a lot of businesses for whom things that we offer — confidentiality, non-US-based and European sovereignty type stuff in particular, and just our reputation — are very appealing to those businesses. That said, we have to strike a balance. And today, our business is B2C. We&#8217;re not going to jettison the B2C business. I also think that having the B2C business as strong as it is is a competitive strength.</p>

<p class="wp-block-paragraph">I mean, as you said, there are several that have transitioned to B2B from B2C. But at the same time, I think there are a lot more B2B players that start B2B and stay there. And one of the things that we&#8217;re looking at… Communication between businesses and their customers is certainly important, and confidentiality is important there. You see things like WhatsApp&#8217;s forays into having businesses connect to consumers who have WhatsApp. I think that when the time comes to really make a push to B2B, the B2C user base and product suite will be a benefit to us.</p>

<p class="wp-block-paragraph"><strong>One of the tensions there as AI infiltrates more and more businesses is that frontier model companies want every ounce of data. I think a bunch of big enterprises are very leery of giving a bunch of data to frontier model companies. The AI works best when they have a bunch of data, and so there&#8217;s this big choice about how much of your business you will expose to Claude. How much of yourself will you expose to Claude to get the most value out of those models?</strong></p>

<p class="wp-block-paragraph"><strong>Proton sits right in the middle of that with a technical architecture that you&#8217;re saying would provide choice, but it also seems like the game for a lot of these companies is to just hand everything over and say, &#8220;Go run my business, AI.&#8221; How do you see that working with your enterprise customers today?</strong></p>

<p class="wp-block-paragraph">Yeah. I mean, it&#8217;s a fraught decision. It&#8217;s giving all their sensitive data over. And they feel like, in many cases, they don&#8217;t have a choice. In some ways, that’s why we developed Lumo, our AI offering, which I think may have been left off the list before, unfortunately. I think we just launched Lumo 2.0, which is a big revamp of the models we use. And part of that is… The goal of the Lumo project in general is to have something that integrates with the rest of our products and can do this in a safe way.</p>

<p class="wp-block-paragraph">This is to address this sort of trade-off between whether I give random AI companies — possibly in different countries, possibly having compliance problems, all those other things — do I give them all my sensitive business data, or can I do it in a way that is still more protected? Now, in many ways, there are still trade-offs on our side to make, but we keep it in-house within Proton with the guarantees that we give. That should be a more attractive option for those kinds of workloads, and that&#8217;s what we&#8217;re hoping for as we develop Lumo.</p>

<p class="wp-block-paragraph"><strong>I think this does bring us to the </strong><strong><em>Decoder</em></strong><strong> questions about structure and organization because that&#8217;s where it feels like the structure has to be, where the trust lies, not necessarily the technical architecture. So how is Proton structured today? How many people are there?</strong></p>

<p class="wp-block-paragraph">So, Proton today is approximately 650 people total. That includes engineering, support functions, marketing, et cetera. It also includes customer support, which we do in-house. We always have. We are a corporation called Proton AG, a Swiss corporation.</p>

<p class="wp-block-paragraph">However, a controlling stake in Proton AG is held by the Proton Foundation, which was seeded with shares from Andy, our CEO, and other early employees. There are other fellow travelers with, I would say, somewhat similar structures. Signal and Mozilla, and our reasons are the same.</p>

<p class="wp-block-paragraph">The Proton Foundation’s controlling stake in the Proton company means it is empowered to protect the mission. It&#8217;s a Swiss foundation. I&#8217;m not a lawyer, but I&#8217;ve been told it&#8217;s very difficult to change. Its job is the guardian of the values and the mission of Proton. So if Proton, the company, were to stray from that mission, the Proton Foundation would be empowered to correct course, if that makes sense.</p>

<p class="wp-block-paragraph"><strong>Has that ever happened?</strong></p>

<p class="wp-block-paragraph">No. Thus far, no. We have our founder and CEO, Andy Yen. Andy founded the company, and as long as he is in charge, I don&#8217;t think that&#8217;ll be necessary. But if he gets hit by the bus, there&#8217;s a corporate structure that is designed to protect the mission going forward and to make sure the company doesn&#8217;t stray regardless.</p>

<p class="wp-block-paragraph">Because of this ownership model, too, the company is insulated from, say, some sort of takeover or purchase that could also redirect its priorities. I think that factor, the tech, and the business model basically are interlocking protections against us betraying the compact that we have with our users.</p>

<p class="wp-block-paragraph"><strong>One of the things that strikes me as I talk to more and more companies that have transitioned to this kind of foundation model is that that structure is essentially there to insulate you from the rapacious demands of capitalism. You aren&#8217;t being pressured to make as much money every quarter as possible to do the things that would lead you to make the most money, and that means maybe the technology can develop in a pure and idealistic state of protecting privacy instead of chasing the dollars.</strong></p>

<p class="wp-block-paragraph"><strong>Do you feel that insulation? I mean, you do have to make money and pay your employees and grow in some way, but what&#8217;s the dynamic for you architecting the products?</strong></p>

<p class="wp-block-paragraph">So the short answer is no, and the reason for that is that part of the mission for us is that we have to compete in capitalism. Our main competitor is Big Tech. Even though we are much smaller than Big Tech, where our users come from when we convert people, when we get new customers, they&#8217;re [coming from] Big Tech in general.</p>

<p class="wp-block-paragraph">We have to play the same game. This might be a little cheesy, but our corporate motto is “Privacy by default.” That “default” part is doing a lot of heavy lifting. I mentioned before that our goal is to design products that are easy to use and secure. There are plenty of tools that are secure, and nobody — but a few experts — uses them. And that&#8217;s fine. I&#8217;m not criticizing the existence of those tools, but our goal is to make tools that everybody can use without understanding the cryptography, without even knowing that it&#8217;s cryptography that they can use, and that are as easy to use and as feature-filled as our unencrypted and essentially data-mining competitors. It&#8217;s a tall order.&nbsp;</p>

<p class="wp-block-paragraph">I&#8217;m not saying we&#8217;re 100 percent there yet, but that is the goal. But the default word in “privacy by default” means growth. It means we have to be at the scale where we can offer a real alternative to Big Tech. And small startups, small scaleups, being 100 times or 10 times smaller than Big Tech, are not going to cut it. In order to do that, we need to grow.</p>

<p class="wp-block-paragraph">So growth is actually part of the mission, if you will. That means that we have to be… the word is not rapacious, but we have to be as hungry, efficient, and growth-minded as we possibly can because that&#8217;s part of the mission to grow big enough to actually challenge the current paradigm. I mean, we can talk about all kinds of ways capitalism is broken right now, but we have to play the game.</p>

<p class="wp-block-paragraph"><strong>Yeah. All right. I&#8217;m going to make a comparison that you are going to hate. I&#8217;m just letting you know. I know you&#8217;re going to hate it.</strong></p>

<p class="wp-block-paragraph">Okay.</p>

<p class="wp-block-paragraph"><strong>Maybe the most famous “we&#8217;ll build a foundation to protect ourselves from the demands of the market and make sure the thing is healthy” idea is from OpenAI, which </strong><a href="https://www.theverge.com/news/807875/openai-microsoft-for-profit-agi"><strong>basically killed that structure in order to chase an IPO</strong></a><strong>, right?</strong></p>

<p class="wp-block-paragraph"><strong>Maybe they still have really important and idealistic ideas about how AGI should be developed. Maybe some people in that company really feel that way, and it just didn&#8217;t work, right? They needed to chase growth in very specific ways for whatever reason they felt. Maybe it was money, maybe it was just to take on Google Search the way that OpenAI felt like it wanted to; they had to change the structure of the company.</strong></p>

<p class="wp-block-paragraph"><strong>That obviously happened. It&#8217;s like one of the most apocalyptic foundation moments that has ever happened. This thing just exploded or imploded onto itself. When you look at that, and then you look at, “Okay, we have to grow. To be the default, we have to grow to be big, but we&#8217;re making this promise that Google doesn&#8217;t have to make, or Microsoft doesn&#8217;t have to make,” where is the tension in that? How does that express itself as you design the architecture of the products, which might preclude some opportunities?</strong></p>

<p class="wp-block-paragraph">What could also be our corporate motto — it&#8217;s not, but it could be — is go big or go home. We certainly don&#8217;t set modest goals in that regard. But I think that there are a couple of things that make it different. I mentioned before a lot of constraints, but one thing I didn&#8217;t mention is that we don&#8217;t have VC investors. We don&#8217;t have private equity investors. We aren&#8217;t burning other people&#8217;s money with VCs breathing down our necks that we must exit soon, or otherwise we go belly up.</p>

<p class="wp-block-paragraph">We built a sustainable business. We reinvest the profits from that business back into the business. And this insulates us from some of the pressure, which I&#8217;m sure OpenAI felt given that they were lighting enormous stacks of money on fire all the time, right? But that said, personnel is policy. I think that there&#8217;s certainly always this risk. At the same time, we found out a lot recently that sometimes rules, norms, or guidelines aren&#8217;t written. Unwritten or not, they&#8217;re not worth the paper that they&#8217;re written on.</p>

<p class="wp-block-paragraph">But that&#8217;s also where the architecture comes in. We make choices about the tech stuff, and obviously I&#8217;m on the tech side of this business, but we have made choices, and some of that is for business competitive reasons, right? We want to sell products where we say, &#8220;We can&#8217;t access your data. We don&#8217;t have access to data. We can&#8217;t lose it. We can&#8217;t sell it. We can&#8217;t do this.&#8221;</p>

<p class="wp-block-paragraph">But that also constrains us from deciding one day to turn around and sell it because we have locked it in a box, and we can&#8217;t access it, and therefore we can&#8217;t turn around and say, &#8220;You know what? Sorry guys, we changed our minds. We&#8217;re actually going to mine all this data and go.&#8221; Now, is anything perfect? No. But I mean, the structure is designed such that we have these interlocking, as I said, controls.</p>

<p class="wp-block-paragraph">I think the other thing is that even if, say… The Proton Foundation is barred from selling Proton AG, as far as I&#8217;m aware, but even if, for some reason, something happens, the value of Proton is in the reputation. And we said this, and it has been a deliberate choice. The value of Proton is in the trust that we have. If Google bought us, it would have no value because Google does not have the credibility to run Proton. Do you see what I mean?</p>

<p class="wp-block-paragraph"><strong>That&#8217;s just the default of Google buying anything. I just want to be very clear about that.</strong></p>

<p class="wp-block-paragraph">[Laughs] No, they shut it down and then it&#8217;s gone, right?</p>

<p class="wp-block-paragraph"><strong>The clock would start ticking that day.</strong></p>

<p class="wp-block-paragraph">Yeah. I know. It&#8217;s happened before, it&#8217;ll happen again, I&#8217;m sure. But the Proton Foundation structure is designed to say that “No, the company cannot be sold to a buyer.”</p>

<p class="wp-block-paragraph"><strong>That&#8217;s the macrostructure. Just tell me about the more tactical structure inside the company that&#8217;s building a product. How is Proton itself structured? Is there a team that makes the Lumo assistant? Is there a team that makes email? Is it divisions? Is it functional? How does that work?</strong></p>

<p class="wp-block-paragraph">So we do have a division structure, a business unit structure. We have certain products that are bundled together, like mail and calendar, so they&#8217;re bundled into the same division. The others are separate. So we have Lumo, we have Drive, we have Pass, and we have VPN. These are separate divisions. You make choices about corporate structure based on what communication you want to be the easiest. So that&#8217;s designed to allow people to move fast and to have autonomy and make decisions within their product.</p>

<p class="wp-block-paragraph">We also have cross-organizational teams, support teams, and things like that. And on that side, the trade-off of the business unit structure is that we sometimes have to work harder. It&#8217;s a little bit like corralling cats, right? Where you have to make sure that, “Okay, I&#8217;m building this feature that touches all the products. I need to make sure that all the products are on board and they have it in their planning so that we can ship them correctly.”</p>

<p class="wp-block-paragraph">So you make decisions about that. We&#8217;ve made a deliberate decision to prioritize in-product communication. And then we try to compensate for the shortcomings of that in our cross-product communication. Then, as we transition to more and more ecosystem-based stuff, we may make different choices about the corporate structure to support that. The <a href="https://www.splunk.com/en_us/blog/learn/conways-law.html">whole Conway&#8217;s law thing</a>. You ship your org chart, but sometimes you want the best of both worlds, and this is where process comes along. It&#8217;s not always sexy, but you find it super important as you scale organizations, for sure.</p>

<p class="wp-block-paragraph"><strong>You might be the first </strong><strong><em>Decoder</em></strong><strong> guest to make the connection directly between the fact that I ask everyone how their company is structured and you ship your org chart, which is why I always ask, because it&#8217;s the fundamental truth.</strong></p>

<p class="wp-block-paragraph">You do, and we struggle with that to some degree. We try to compensate for it. But yeah, you do ship your org chart. And therefore, if you want your products to look different, you should adjust your org chart to support that difference, right? I mean, ultimately.</p>

<p class="wp-block-paragraph"><strong>The other </strong><strong><em>Decoder</em></strong><strong> question I ask everybody is about decisions. You have a lot of decisions to make. You are trying to build a new kind of product architecture against a lot of the same constraints as your competitors. How do you make decisions? What&#8217;s your framework?</strong></p>

<p class="wp-block-paragraph">How do I make decisions? We are a founder-led company. Andy started Proton. I was, I think, employee six, I want to say. That&#8217;s a funny story in itself. You know how I met Andy?</p>

<p class="wp-block-paragraph"><strong>How&#8217;s that?</strong></p>

<p class="wp-block-paragraph">He was my grad student at CERN. I was a postdoc at Harvard, and he was my grad student. And then he comes and finds me in Silicon Valley after I left physics and says, &#8220;Hey, you want to join my startup? You can be CTO.&#8221; Anyway, and here we are 11 years later.&nbsp;</p>

<p class="wp-block-paragraph">But he&#8217;s still heavily involved. He has a lot of input on product direction strategy, and he&#8217;s a visionary. I think he&#8217;s responsible for a lot of Proton&#8217;s success. He&#8217;s willing to take risks, that kind of stuff. I obviously believe in his leadership, or I wouldn&#8217;t still be here after 11 years. That said, I think one thing that sometimes happens with visionaries is they need to surround themselves with people who will challenge them when they get maybe a little too far over their skis, or to also make sure that we have ideas from other places.</p>

<p class="wp-block-paragraph">One thing that we really try to make sure of is that ideas are judged on their merits, not their origin necessarily. And so we have a senior leadership team whose job is to, yes, execute but also bring new ideas and sell them and things like this. I&#8217;m not going to say that we&#8217;re perfect in this because nobody is, and we have plenty of things that we can improve, but we try to push decision-making down the org. The whole point of an organization is that you have a way to align lots of different people in the same direction.</p>

<p class="wp-block-paragraph">The trick is always: how do you get alignment in the same general direction while still having autonomy so that you&#8217;re not micromanaging everything? And I&#8217;m not saying we always get the balance right, but that&#8217;s the goal here. When we do this sort of orientation when we hire new people into Proton, one of the things we always say is: I want to hear… You&#8217;re not used to our way of doing things yet. So I want you to look at our way of doing things, and if you&#8217;ve experienced another employer or you think this is either crazy or inefficient, I want you to tell us. And we&#8217;re very clear, yes, of course we have a hierarchy, and part of this is our size, but we very rarely have more than, say, three or four levels of management.</p>

<p class="wp-block-paragraph">We always say, &#8220;Look, if you need to ping me, you need to ping the CEO, you need to directly talk to people, just do it.&#8221; It&#8217;s another thing, and again, I&#8217;m speaking for myself, but I think this is common throughout Proton: I tell people, &#8220;I&#8217;m not promising or obligated to agree with you, but you&#8217;re never going to regret telling me what you think,” basically.</p>

<p class="wp-block-paragraph">So we try to do that. And I credit Andy with this, but we have very little internal politics. Maybe this is just because we&#8217;re not very big yet, but we have zero tolerance for fiefdoms or internal politics, and that also makes things easier. There&#8217;s very much a sense that we&#8217;re all pointing in the same direction, and that it&#8217;s not my division that I&#8217;m trying to grow, it&#8217;s Proton in general.</p>

<p class="wp-block-paragraph">I think that some of that comes with being a mission-driven company. I don&#8217;t know if you&#8217;ve ever had this experience, but for those of you who haven&#8217;t, I&#8217;ve had both. I was a physicist as part of the CERN collaboration a long time ago, and there you have the fundamental nature of the universe. I consider that a mission-driven occupation.</p>

<p class="wp-block-paragraph">I also had a stint in Silicon Valley afterward, which had fun and interesting technical problems, but I missed that. And with Proton, the mission is really… We have to be careful that it doesn&#8217;t paper over organizational problems that we should really solve, let&#8217;s put it that way. But it really does make the job easier when everybody is aligned in that regard.</p>

<p class="wp-block-paragraph"><strong>Let me ask you a question about that, and then I want to come to the pressures that Proton feels and how you put all of this structure into practice to resist those pressures. Early on in my career, I had no idea how to manage anyone. I went to a bunch of people and asked them a bunch of questions. One of the smartest mentors in all this sat me down and told me very seriously, &#8220;Look, you don&#8217;t hire people to make them like you. You hire people to change your organization.&#8221;</strong></p>

<p class="wp-block-paragraph"><strong>I&#8217;ve taken that to heart, and maybe at 15 years into this, I&#8217;m like, &#8220;That&#8217;s actually a pendulum. You need people to buy into what you&#8217;re doing. Otherwise, every new person you hire is going to radically disrupt what everyone else is doing because they&#8217;re maybe over-empowered and they&#8217;re not actually on the same page.&#8221;</strong></p>

<p class="wp-block-paragraph"><strong>Proton has a mission, right? You&#8217;re describing it as a mission-driven company. How do you strike that balance of wanting to hire new people and get the outside perspective on what you’re doing wrong and then not actually get knocked totally off track? Because it seems very important within a company like Proton.</strong></p>

<p class="wp-block-paragraph">I mean, culture is extremely important. It&#8217;s extremely important. That comes from the top as well. Andy, if you were to ask him what the most important thing in any business is, he&#8217;s very likely to say culture. As a result, we try to be very careful about who we hire. We hire relatively slowly. I wish we could hire faster.</p>

<p class="wp-block-paragraph">I think hiring is one of the things that we could be better at, but we don&#8217;t do these massive hires, massive layoffs, things like this because&#8230; And we don&#8217;t hire so fast that we dilute the culture. We want to integrate people into the Proton culture, not necessarily… And yes, sometimes we have to change it, sometimes we have to evolve it, but we want that to be done in a deliberate way.</p>

<p class="wp-block-paragraph">I also had maybe a similar evolution as a manager. I&#8217;ve been there through all of Proton&#8217;s growth phases. So early on, I wrote a lot of code, and then I was effectively a team lead. Then I was a manager of managers. At some point, I was running all of Proton&#8217;s engineering. Then I handed off some of the management things, but kept the CTO technical direction stuff.</p>

<p class="wp-block-paragraph">In that course, I definitely made a lot of mistakes too, right? Early on, I had to teach myself not to make other people like me, not to, maybe not micromanage, but not to just tell people what to do and have them execute it. And then I went through a phase later where I realized that, okay, people need to learn, people need to make their own mistakes. I want to import people with expertise; I&#8217;m not infallible. Let&#8217;s do this. That was probably too permissive. We had some… nothing catastrophic, but we had some expensive mistakes that I had a bad feeling about, but I let go through anyway. Because I was trying to do this.&nbsp;</p>

<p class="wp-block-paragraph"><strong>That&#8217;s the worst.</strong></p>

<p class="wp-block-paragraph">So I think moderation doesn&#8217;t tend to be the sexiest thing to sell, but it is. It&#8217;s a balance. You don&#8217;t want to mandate how things are done, but you also want to make sure that you&#8217;re there to stop people from making truly catastrophic or expensive decisions. You can see the brick wall in the distance, and you want to make sure that doesn&#8217;t happen. Yeah, it&#8217;s not the most dramatic answer, but a lot of this is finding the right balance there, moderation.</p>

<p class="wp-block-paragraph"><strong>The reason I spent so much time on the technical and corporate structure side, as well as the culture, is that Proton faces a lot of pressure. And all of this, as you&#8217;ve described, is designed to resist that pressure and designed to build products that can&#8217;t be broken by that pressure in different ways. Let&#8217;s just start with, I don&#8217;t know, the governments of the world, which put a lot of pressure on Proton, and have found lots and lots of ways to get past the kinds of controls you put in place to protect user data.</strong></p>

<p class="wp-block-paragraph"><strong>So we&#8217;ll just start with the splashiest one. In March, a </strong><a href="https://www.404media.co/proton-mail-helped-fbi-unmask-anonymous-stop-cop-city-protestor/"><strong>report from </strong><strong><em>404Media</em></strong></a><strong> found that Proton handed over the payment data of an account called Stop Cop City, which is located in the United States. They handed that data to the Swiss authorities, who then gave that data to the FBI, and that led to their identification. And this is metadata; I don&#8217;t think it&#8217;s actually the data, the contents of the emails.</strong></p>

<p class="wp-block-paragraph"><strong>Proton&#8217;s argument is, &#8220;Look, we never actually gave anything to the FBI. We just complied with a legal request from the Swiss government.&#8221; Let&#8217;s start at the very basics. What is the Swiss government legally allowed to request from you? And does the fact that they can just serve as a proxy for the United States government undermine any of this trust or put any novel kind of pressure on your structures?</strong></p>

<p class="wp-block-paragraph">So any company anywhere is going to have a jurisdiction and be subject to jurisdiction. No company or individual is above the law. And no company is going to go to jail for you. That said, you can arrange structures such that there are safeguards here. And our safeguard, for instance, is that we are a Swiss company. And we&#8217;ve actually been asked repeatedly, &#8220;Hey, can you just respond to requests from friendly government agencies?&#8221;</p>

<p class="wp-block-paragraph">We have repeatedly said no because it can&#8217;t be our job to decide what is legitimate and what is not. That is not something that we can take on. So what we do is we engineer our products to have, within constraints, like making a product that people want to use and can use and does the job, but we engineer our products to be as private as possible.&nbsp;</p>

<p class="wp-block-paragraph">We are subject to Swiss jurisdiction. Mutual Legal Assistance Treaty requests, MLAT requests, come in from governments. The Swiss authorities decide what is legitimate and what is not. We have no stake in that. And then they issue an order, we comply with those orders, and that&#8217;s the way it has to be. We very deliberately chose our jurisdiction in a way that the Swiss are famously neutral. Every government is made up of humans, but they have a reputation for being reasonable people, and that system has worked pretty well.</p>

<p class="wp-block-paragraph">In general, there are countries that are less trustworthy than others, and those requests… We don&#8217;t have a lot of visibility into where the requests are coming from, but those requests we have on good authority are usually not honored. Whereas peoples’ opinions may vary these days, the FBI requests, they tend to be given a certain presumption of legitimacy, but they&#8217;re still evaluated by the Swiss authorities. And then what we do is we comply. We have no discretion here. And this would be the case for anything, but we have arranged the system such that we think it is one of the safest that can be constructed and stay legal.</p>

<p class="wp-block-paragraph"><strong>So let me just ask you about that, because you are a systems person; you&#8217;re describing a system.</strong></p>

<p class="wp-block-paragraph">Yeah.</p>

<p class="wp-block-paragraph"><strong>The failure point in that system, as you&#8217;re describing it to me, is that the Swiss government is going to make a bunch of decisions about what you have to comply with. The United States government, in this case specifically, I think, has realized that if they just say that everything is terrorism, the floodgates open on the mechanisms for data sharing.</strong></p>

<p class="wp-block-paragraph"><strong>So in this case, this is an account called “Stop Cop City.” They said this is terrorism. Here in the United States, whether or not the government&#8217;s claims of everything being terrorism are legitimate or not, I think, is wide open for debate.</strong></p>

<p class="wp-block-paragraph">Sure.</p>

<p class="wp-block-paragraph"><strong>But it feels like they found what you would describe as an attack vector on the Swiss government&#8217;s mechanisms, where if you say these magic words, the Swiss government will come to you and start asking for metadata. Does that feel appropriate? Does that feel survivable?</strong></p>

<p class="wp-block-paragraph">I think a lot of this stuff, at some point, is going to be up to people. We&#8217;ve done the best we can, and I don&#8217;t think… People are going to have different opinions about which requests are legitimate or not, but we&#8217;ve done the best we can in saying that, &#8220;Okay, the Swiss authorities will decide, and then we will comply with whatever they say because we are a Swiss jurisdiction.&#8221;</p>

<p class="wp-block-paragraph">In the meantime, we do and can arrange — and, of course, there are laws that govern this — but we do whatever we can to minimize the amount of data that we can give. I mean, with payment data, we can encrypt it. We use payment processors. They can get it from lots of different sources. So if you have a credit card attached and there&#8217;s a legal request coming in, there&#8217;s not a whole lot we can do, right?</p>

<p class="wp-block-paragraph">You mentioned systems… because I think this is important. What&#8217;s important to me, and I realize this… I don&#8217;t want this to sound callous for a specific hypothetical abusive case that might not have been&#8230; Mistakes can be made, of course. But I want a system like the system we have, which is that if the government has some sort of reasonable cause and can convince people in a defined process to give data, then yeah, the data should probably be given. What I really worry about is that we often live in a world where basically the government can instead ask, &#8220;Give me all your data, and I&#8217;m going to look for problems. I&#8217;m going to look for a crime.&#8221;</p>

<p class="wp-block-paragraph">The word wiretap comes from a time when they had to literally go to your house and tap the wire. I don&#8217;t think it was really thought of at the time, but that — the actual physical act of having to do this — had a barrier to the fact that you couldn&#8217;t surveil everybody at once. It was simply logistically impossible. We live in a world today where you can surveil everybody, so we want to build services and systems where this is impossible, right? Where the default should be privacy, as I said, privacy by default.&nbsp;</p>

<p class="wp-block-paragraph">Yes, we are also responsive to legitimate law enforcement requests, however you define legitimate. And that legitimate question will always be a matter of process, in which we, of course, are only one player in this process. But I think that&#8217;s the-</p>

<p class="wp-block-paragraph"><strong>Well, there&#8217;s legitimacy, and there&#8217;s a market dynamic here. So the Swiss government has applied a lot of pressure to Proton in the last few years. They want you to basically have an unencrypted VPN and be able to decrypt user data that was traveling over VPN. I believe Proton has </strong><a href="https://www.vice.com/en/article/proton-says-it-will-leave-switzerland-if-controversial-swiss-law-passes/"><strong>threatened to leave Switzerland over this</strong></a><strong>, and then you announced that you were going to </strong><a href="https://www.reddit.com/r/ProtonMail/comments/1m8n3yv/proton_is_moving_most_of_its_physical/"><strong>build a more distributed infrastructure</strong></a><strong> and place some of that infrastructure in Germany and Norway.</strong></p>

<p class="wp-block-paragraph"><strong>We&#8217;re going to come to Chat Control. Yesterday, I think the EU </strong><a href="https://www.wired.com/story/a-majority-of-european-lawmakers-voted-against-letting-big-tech-read-our-messages-theyre-going-to-anyway/"><strong>passed a version of this law</strong></a><strong>, and Proton&#8217;s response was, &#8220;We&#8217;ll just leave the EU. We&#8217;re going to take ourselves out of this legal jurisdiction.&#8221; I want to talk about that stuff in detail, but just in the sort of broader context that you&#8217;re talking about right now, you&#8217;re picking, right? You&#8217;re picking a foundation, and often the response is, &#8220;Well, if you change the legal foundation here, we will leave.&#8221;</strong></p>

<p class="wp-block-paragraph">Yeah.</p>

<p class="wp-block-paragraph"><strong>How real is that?</strong></p>

<p class="wp-block-paragraph">It&#8217;s dead serious. With all due respect to Swiss authorities and everybody else, I think it would be absolutely suicidal to continue down this path. I mean, part of the Swiss brand is privacy. It&#8217;s been that way for 80 years, and they have a good, via Proton largely, but also, they have a good case for bringing that reputation and those economic advantages — because there are a lot of businesses, a lot of commerce, that require confidentiality — to the 21st century, to the digital age. And throwing it away is, I think, shortsighted to say the least. But no, it&#8217;s a serious threat. The thing about digital services is that they can be moved. There&#8217;s a lot of flexibility in this.</p>

<p class="wp-block-paragraph">I mean, I guess if we get truly dystopian, there may be a world where there&#8217;s no place to move to, but at the moment there are options. It&#8217;s certainly also… It&#8217;s a threat. I mean, it&#8217;s a real threat. We hope not to have to do it. We hope that the powers that be are responsive to this and change course, but yeah.</p>

<p class="wp-block-paragraph"><strong>That&#8217;s a cost, right? I&#8217;m curious about this-</strong></p>

<p class="wp-block-paragraph">It&#8217;s a cost. Well, it is a cost. We&#8217;ll have to do it, but it&#8217;s maybe not as much of a cost as you might think. We already have employees in different countries. We have satellite offices, and we have other things. We have data centers in Germany. We have data centers in Norway. Not to be too blasé about it, but we could do a corporate inversion to somewhere else and then say, &#8220;Okay, all the legal requests have to come through here.&#8221; And all the data is in-</p>

<p class="wp-block-paragraph"><strong>How does that play with “you can&#8217;t sell it”? The part where you&#8217;re like, &#8220;It&#8217;s a Swiss foundation. It&#8217;s very hard to sell.&#8221; You want to leave Switzerland and reincorporate in Germany. Is the Swiss government going to stop you?</strong></p>

<p class="wp-block-paragraph">I&#8217;m going to have to defer on that because I am not a lawyer. I have no idea, but I&#8217;m sure it&#8217;s possible.</p>

<p class="wp-block-paragraph"><strong>I&#8217;m just curious because it feels like, at least as of this conversation, NATO still exists. Germany and Norway are still in the EU. There&#8217;s Swiss law, there&#8217;s German law, then there&#8217;s EU law. And the EU law is also getting increasingly intense about what they can scan and what they can&#8217;t scan.</strong></p>

<p class="wp-block-paragraph"><strong>I mentioned Chat Control earlier. That&#8217;s the law in the EU that would </strong><a href="https://www.euronews.com/next/2026/07/10/chat-control-10-passed-the-european-parliament-through-the-back-door"><strong>require service providers to scan the contents of messages</strong></a><strong> for CSAM material and for other kinds of infringing material. That&#8217;s a big problem. I think Proton said, &#8220;We will just leave the EU if you make us do this. This is going to break the core promise.&#8221;</strong></p>

<p class="wp-block-paragraph">Yeah.</p>

<p class="wp-block-paragraph"><strong>If you move to Germany and Norway, and then the EU passes the harshest version of Chat Control, are you geared up to leave?</strong></p>

<p class="wp-block-paragraph">Yeah.</p>

<p class="wp-block-paragraph"><strong>How ready are you? Can you pull the switch tomorrow? Where would you go?</strong></p>

<p class="wp-block-paragraph">I don&#8217;t know, I&#8217;d have to consult with other people for that. I&#8217;m not deep in that, but it&#8217;s a real threat. I know it&#8217;s a real threat. I know we&#8217;ve made some preparations about where we could possibly land for this if both the EU and Switzerland become inhospitable to this.</p>

<p class="wp-block-paragraph">There are separate things. There are the practical challenges that we all know this stuff is happening. There&#8217;s a wave, whether it be age verification or breaking encryption or stuff like this, that seems to be in vogue right now, and it&#8217;s something we are fighting on the policy front. In my opinion, it&#8217;s very misguided. Hopefully, at some point, the fever breaks. You cannot brand a backdoor with an American flag and say that only good people can use it. It doesn&#8217;t work like that, or an EU flag or anything like that.</p>

<p class="wp-block-paragraph">Maybe this comes a little bit back. So there&#8217;s the practical part. What do we do if this happens? What do we do if this happens? At the end of the day, governments hold a lot of power over policy, and you have to figure out how you can comply, or if you can&#8217;t comply, you leave, or you do something else. But there are a lot of countries in the world, and I think we will ultimately do what we have to.</p>

<p class="wp-block-paragraph">The other part — just to, I guess, use your platform a bit to make the case — is that Chat Control, age verification, all this stuff, is a very bad idea. I don&#8217;t want to say… There are real threats to children online, and it&#8217;s not that we shouldn&#8217;t take them seriously, but there are ways to do this. We talked about systems thinking before and systems design. There are ways to do this that balance the appropriate concerns, that can gate mature material behind age gates that don&#8217;t reveal who you are.</p>

<p class="wp-block-paragraph">Once you build a system that essentially abolishes anonymity online, how long before that system&#8230; I mean, it&#8217;s Chekhov&#8217;s gun. How long before somebody comes along to use it? If it&#8217;s built, somebody&#8217;s going to use it eventually for purposes that it wasn&#8217;t designed for.</p>

<p class="wp-block-paragraph">How long until China says, &#8220;Hey, identify all the dissidents for me who are using this”? Because they have to use their ID for everything on the internet. So we want to build systems, internet systems, that can&#8217;t be commandeered like this. This is how we build Proton, but I think this principle applies to the larger internet.&nbsp;</p>

<p class="wp-block-paragraph">This is a kind of thought experiment, right? I&#8217;m probably going to butcher this, but there was some crazy statistic that a huge fraction of East Germans were actually employed as informants by the Stasi on other East Germans in the height of the Cold War. And the Iron Curtain, of course, fell pretty much right before the dawn of the digital age, in some ways, the internet age.</p>

<p class="wp-block-paragraph">I think you could argue — and I think you can look at counterexamples like China — that if some of the Eastern Bloc authoritarian regimes made it into the digital age, maybe they would have had enough control over information to not fall anymore because it&#8217;s so much easier to do this. So the fact that Facebook and Google, arguably with their ad ecosystems, have built the most sophisticated — okay, China’s is perhaps — but some of the most sophisticated surveillance systems ever built, but we do the most American thing ever with it, which is we use them to sell you crap you don&#8217;t need.</p>

<p class="wp-block-paragraph">But that doesn&#8217;t mean that&#8217;s the only use for those, and the fact that those are sitting on the mantelpiece like Chekhov&#8217;s gun, waiting for somebody to pick them up and do something truly horrific with them, is a threat to free society. All this other stuff with Chat Control and age verification is the same thing. It&#8217;s saying, “We have this harm. Let&#8217;s build a system to prevent this harm that then can be used for really nefarious purposes.” We need to make sure that we don&#8217;t engineer systems that threaten the existence of a free society. Sorry, that was my soapbox speech, but it&#8217;s something I care deeply about.</p>

<p class="wp-block-paragraph"><strong>The reason I asked you so much about the structure of the company and its culture and how the systems are built is that idealism is often expressed in Silicon Valley. I&#8217;ve heard it from all of the big companies that you have described. I hear it from big companies today, and then the compromises creep in.</strong></p>

<p class="wp-block-paragraph"><strong>And sometimes the compromises are, &#8220;Well, we&#8217;re domiciled in the United States. We&#8217;re just going to have to listen. There&#8217;s nothing we can do. You can look at our warrant canary page to see how many legal requests we&#8217;re getting, and that&#8217;s going to be the answer.&#8221;</strong></p>

<p class="wp-block-paragraph"><strong>Sometimes the compromises are, “Look, we have to grow. We have to get bigger, and that&#8217;s it.” And sometimes the compromises are “there&#8217;s no way to build the system that would protect people the way we want, and comply with the legal regimes.” I think encryption sits at the absolute heart of that tension.</strong></p>

<p class="wp-block-paragraph"><strong>I&#8217;ll give the example of Apple because I think everyone is familiar with Apple. Apple routinely resists these calls for a backdoor. [The company] is big enough to do it in the ways that it can do it, and then the </strong><a href="https://www.theverge.com/news/609546/apple-iphone-ipad-usb-restricted-mode-zero-day-exploit-patch"><strong>iPhone gets zero day-ed anyway</strong></a><strong>. It doesn&#8217;t matter. That cycle repeats in a way that it repeats. But if you talk to the folks at Apple, they say, &#8220;Look, the regulators come to us, and they&#8217;re like, &#8216;Just be smart. Just do some smart stuff, smart guys, and find a way to do a backdoor that will preserve privacy.'&#8221; And Apple&#8217;s response is, &#8220;You cannot.&#8221;</strong></p>

<p class="wp-block-paragraph">It&#8217;s impossible.</p>

<p class="wp-block-paragraph"><strong>We cannot nerd hard enough to solve this problem for you. I think there&#8217;s some willful ignorance on the part of the regulators; I think the regulators know this. And then I think there&#8217;s a massive number of activists who want to protect children. Maybe they do understand it, maybe they don&#8217;t understand it, but what they certainly understand at a visceral level is the kids are being harmed, right?&nbsp;</strong></p>

<p class="wp-block-paragraph"><strong>All of the other systems that everyone claims can ameliorate the problems or mitigate the risk to encryption do not actually exist, such that the kids are not being harmed at the rate they&#8217;re being harmed today. You sit in the middle of this. The governments of the world come to you. They&#8217;ve asked you for backdoors. They&#8217;ve asked you for client-side scanning of chat messages to detect CSAM. What&#8217;s your response to just be smart? Just nerd harder and figure it out?</strong></p>

<p class="wp-block-paragraph">I mean, it&#8217;s impossible to create a backdoor that can only be used by the good guys. And the consequences of the backdoors being used by the bad guys are basically catastrophic, right? I think you mentioned there are still harms being perpetrated at these rates and that&#8217;d be-</p>

<p class="wp-block-paragraph"><strong>Like at a massive scale. I do think it&#8217;s important to say that clearly. The harm is being perpetrated at a massive scale.</strong></p>

<p class="wp-block-paragraph">I mean, the concerns are legitimate, right? But we tolerate a lot of harms. We tolerate ingesting things that aren&#8217;t good for you if you&#8217;re an adult, right? And this is maybe US-centric, but there have been several… I mean, I don&#8217;t know if it&#8217;s still a precedent with the way things are going, but there have been several court precedents that have basically said that… I think this actually has to do with scanning or otherwise; they have said that, “Okay, these must be compatible and balanced against restricting the freedom of adults, to essentially be very, very secure.”</p>

<p class="wp-block-paragraph">You can make society very, very, very secure by taking away all freedom whatsoever. You can do that. And this is a trade-off of what we want to make, but I don&#8217;t think people fully internalize the fact that too much security is maybe a world that they don&#8217;t want to live in as well.</p>

<p class="wp-block-paragraph">I think it was Ben Franklin, again, not to be too American, but people who would trade in freedom for security deserve neither. I&#8217;m paraphrasing. I am American. I live in Europe now, but I am originally American. There are a lot of people who really beat the drum of freedom in the US, but are willing to essentially give away all their privacy.&nbsp;</p>

<p class="wp-block-paragraph">I think privacy and freedom are inextricably connected. You cannot be free without privacy. So I think there&#8217;s a trade-off to be made here, and we can discuss what the trade-off is, but the trade-off should not be that we make the entire system transparent to whoever wants to look.</p>

<p class="wp-block-paragraph">Because there are some really bad people who want to look. And even if you think that the government will never be that bad person, which seems naive, but even if you think that&#8217;s the case, there are all kinds of cyber criminals everywhere else. Those backdoors or vulnerabilities — I guess vulnerabilities are easier than backdoors — but those vulnerabilities that have been found or introduced in cryptography have a long history of being exploited by bad actors. The history is clear. It&#8217;s impossible to have a backdoor that can&#8217;t be exploited except by the people for whom it&#8217;s intended. So I think there are other ways to do this, I think we need to-</p>

<p class="wp-block-paragraph"><strong>Can you describe those other ways? I think maybe this is missing from the conversation. If there are other technical solutions to mitigate the harm, what would they look like?</strong></p>

<p class="wp-block-paragraph">A lot of it would be getting in the weeds about how to do things.</p>

<p class="wp-block-paragraph"><strong>Go ahead. That&#8217;s what this show is for.</strong></p>

<p class="wp-block-paragraph">Sure. For instance, there&#8217;s such a thing as zero-knowledge proofs, which basically involve the ability to prove that I am over 18 without actually giving you any other information about it. There are actually multiple ways to do that, some of which don&#8217;t involve zero-knowledge proofs, but these are a far cry from… Discord, which <a href="https://www.pcgamer.com/gaming-industry/one-of-the-worst-case-scenarios-for-id-age-verification-is-already-here-with-a-discord-breach-compromising-some-users-data/">got in trouble, I forget, a month or two ago over having a security breach</a> where they did age verification and then they had — I forget what it was — some sort of open [AWS] S3 bucket or something with tons of people&#8217;s IDs and stuff.</p>

<p class="wp-block-paragraph">This is not the right way to do it. But I guarantee you that people will do this wrong. If every website has to collect your ID, we are in deep [trouble]. So there are ways to have issuers have, say, a trusted person issue you an ID. It can be a local credential. It can be a credential. It can also be a credential that&#8217;s stored in the cloud, but in an encrypted way so the server can&#8217;t see what the credential is and then have your device selectively disclose, say, that the age is over 18, if the site that you go to requires that.</p>

<p class="wp-block-paragraph">It doesn&#8217;t have to be, “This is your address, this is your name, this is whatever.” It can just be, oh yes, this person has a cryptographically signed affidavit that says age over 18, let them in.</p>

<p class="wp-block-paragraph"><strong>That&#8217;s a technical solution to a regulatory demand, right? Do you think that the technical solution has to be written into the regulation, or is there to be some regime of “this is how to do it the right way”? Or do you think the industry has to come together and say, “We&#8217;re going to do zero-knowledge proofs”?</strong></p>

<p class="wp-block-paragraph">No, I think it certainly helps if the industry comes together. There&#8217;s an EU ID initiative, which is actually fairly good. It&#8217;s not zero knowledge, but it&#8217;s fairly good. There are some problems with this kind of credential. Obviously, digital credentials can be copied, so you want to make sure that they don’t get copied and posted on the internet and used by a million people. So there are some anti-abuse trade-offs, right? You don&#8217;t want one guy&#8217;s ID from some country being used by every teenager in the US.</p>

<p class="wp-block-paragraph"><strong>I would&#8217;ve been that teenager, just to be 100 percent clear. I would&#8217;ve absolutely been that teenager.</strong></p>

<p class="wp-block-paragraph">[Laughs] Yeah, for sure. I think in general, the timescales are just so different. The history of writing exact solutions into regulatory frameworks is pretty dismal. But I think that the laws that do this could write things in ways that mandate privacy protections in a way that I think has not been done.</p>

<p class="wp-block-paragraph"><strong>That would lead to the technical solution. This is what I&#8217;m asking. The government says, &#8220;Look, you have to start doing age verification. The kids are looking at all kinds of weird stuff online. We have to start gating some of this content the way that we gate, I don&#8217;t know, porn stores physically.”</strong></p>

<p class="wp-block-paragraph">Right.</p>

<p class="wp-block-paragraph"><strong>“Or we gate R-rated movies. Okay, we&#8217;ve got to do it.” And the industry is going to inevitably pick the cheapest solution; we&#8217;re just going to store driver&#8217;s licenses in S3 buckets.</strong></p>

<p class="wp-block-paragraph">Sure. Or they&#8217;re inevitably going to pick the solution that allows them to market that information in some way, right?</p>

<p class="wp-block-paragraph"><strong>You sit in the middle of it. Your ideals and your structure prevent you from doing the cheapest, worst version of this.</strong></p>

<p class="wp-block-paragraph">Yeah.</p>

<p class="wp-block-paragraph"><strong>How do you make the industry match your values? Is it that the regulator mandates the solution, which you seem to think is a bad idea? Is it that they put constraints on the solution, which leads everybody to do the right thing? Where does that come from?</strong></p>

<p class="wp-block-paragraph">Oh, this is a tricky one. If I knew the answer, I would be pushing it. But I think partnerships are one of them. I think certainly regulatory guidelines about what you can store, what you can&#8217;t store, and how much you can know about your customers are probably key. I think this gets into maybe competition stuff a little bit, but a lot of potential harm also comes from full vertical integration of a lot of stuff.</p>

<p class="wp-block-paragraph">So mandating that things be separate entities, and thus, I&#8217;m not going to flush that out in this talk, but this can do a lot to prevent certain types of harms and temptations to abuse stuff. But I think regulation and having privacy requirements in the regulations is certainly the first step. And those compliant implementations there at least have that baked in.</p>

<p class="wp-block-paragraph">I think also, this is again hard to do, but pushing it on the operating system manufacturers can also be kind of dangerous because it helps entrench those choke points. We already have a lot of choke points for Google, and Apple has these-</p>

<p class="wp-block-paragraph"><strong>It&#8217;s funny. Apple really is pushing against this, but Apple loves to be entrenched as a choke point. Why do you think they&#8217;re </strong><a href="https://www.theverge.com/tech/942761/apple-texas-age-verification-app-store"><strong>pushing against being the age verifier</strong></a><strong>?</strong></p>

<p class="wp-block-paragraph">That&#8217;s a good question, I don&#8217;t actually know. You&#8217;d think that they would jump at it, right? I mean, they certainly love being the choke point of the App Store and charging everybody 30 percent.&nbsp;</p>

<p class="wp-block-paragraph"><strong>I know </strong><a href="https://www.theverge.com/news/693181/proton-is-joining-a-class-action-lawsuit-against-apple"><strong>you have been in a fight</strong></a><strong>.</strong></p>

<p class="wp-block-paragraph">Yeah.</p>

<p class="wp-block-paragraph"><strong>Proton has been in a fight with Apple over App Store policies. This seems like one where their interest would be obvious to say, &#8220;Actually, we will maintain control. This 30 percent, stop bothering us about the 30 percent, regulators, because we will provide you with age verification.&#8221;</strong></p>

<p class="wp-block-paragraph">Yeah. I mean, I think they might view it as simply a no-win game in the sense that you can KYC, or know your customer, as hard as you want, but there&#8217;s going to be some that slip through, and then you&#8217;re responsible. So maybe they just want a third party to do it, so that&#8217;s not their problem, right? I don&#8217;t know.</p>

<p class="wp-block-paragraph"><strong>That might be the whole answer.</strong></p>

<p class="wp-block-paragraph"><strong>Let me ask you this. We talked about age verification. I&#8217;m not sure there&#8217;s an answer that will solve every problem, but you&#8217;ve laid out some technical approaches that will at least balance the harms.&nbsp;</strong></p>

<p class="wp-block-paragraph"><strong>When I said that harm is happening at a massive scale, what I meant was CSAM — what I meant is child sexual abuse material. That is happening at a massive scale over the internet. We all know it. There are lots and lots of ways to mitigate it. And then there are just platforms we can&#8217;t see into, where it&#8217;s going to happen anyway. Proton is one of them. iMessage is actually another, if you fully encrypt iMessage. Apple gets a lot of criticism for that.</strong></p>

<p class="wp-block-paragraph"><strong>Apple’s response is the same as Proton&#8217;s: “There&#8217;s no way to do this. We simply cannot give you a way to do this that does not create backdoors for all the other bad actors. You want it, we&#8217;re not going to do it.”</strong></p>

<p class="wp-block-paragraph"><strong>What are the solutions to mitigating the harms of CSAM without creating backdoors? Because I feel like that is also missing from this conversation, especially when I talk to the activists who are laser-focused on the scale of the harm.</strong></p>

<p class="wp-block-paragraph">So I can&#8217;t describe exactly what Proton does because anti-abuse is one of the things where security through obscurity really does actually help. It helps that the bad actors don&#8217;t know what we do. But I can say that you can fight CSAM without content scanning. It is possible.</p>

<p class="wp-block-paragraph">A lot of that is&#8230; Anyway, I probably shouldn&#8217;t say it, but you can fight CSAM. I&#8217;m not saying it&#8217;s the same. It&#8217;s not as effective as scanning everything, but also in the age of AI image generation, who knows what&#8217;s real or not. Not that AI-generated CSAM is good, but the point is you don&#8217;t know if there&#8217;s a real victim, is there not, et cetera.</p>

<p class="wp-block-paragraph">So I think that there are alternative things to scanning every image that you can do to fight CSAM. And we&#8217;ve done this for years, and it&#8217;s hard to know how effective we&#8217;ve been at it because we don&#8217;t really know what the denominator is. We have been, I think, at least in terms of networks that we&#8217;ve identified: we&#8217;ve identified something, and we&#8217;ve shut them down, and we&#8217;ve mitigated this.</p>

<p class="wp-block-paragraph">We have a strong interest in keeping bad actors of all kinds off the platform because our goal is… The mission&#8217;s not going to be served if it&#8217;s “Oh, this is a platform for criminals.” And as a result, it&#8217;s not. I mean, for the vast majority of Proton users… We put nearly 10 percent of the total company resources into fighting abuse. We are dead serious about making abuse as little as possible on the platform. So it can be done.</p>

<p class="wp-block-paragraph">It&#8217;s a cost center. It&#8217;s a cost center, and one that we eat. It doesn&#8217;t make us any money, but it can be done. I think the other thing is, and this is not only CSAM, but the fact that the digital sphere isn&#8217;t the only place where these crimes are committed. There&#8217;s the physical sphere too. There are the actual victims. There are actual people harmed by this. I think everybody wants their job to be easier. Cops are not exempt from this. So they would love to scan everything on the internet, and I don&#8217;t actually blame them for this request because it would make their jobs much easier, and they really do want to reduce harm.</p>

<p class="wp-block-paragraph">However, I think we do need to make a trade-off between that and the threat that is to free society as well. So I think that there&#8217;s probably more that can be done in the sort of physical space as well to fight these kinds of abuse with resourcing and whatnot. But I will say, and I&#8217;ll repeat it, content scanning is not the only way to do this. There&#8217;s also some content scanning that can be done without violating. It can be client-side; it can be other things. It can be done in secret. In some ways, this is very fraught, too, but there are things that can be done to do this that don&#8217;t violate privacy at a massive scale, which is a price that I think is simply too high.</p>

<p class="wp-block-paragraph"><strong>You&#8217;re saying there&#8217;s a system you can&#8217;t quite describe that is effective at stopping the harms of CSAM at scale. Is that verifiable from some of the people who wish to impose the regulations? Is it auditable? Security through obscurity has these problems, right? We have to trust you. A lot of this conversation has come back to how much we can trust Proton structurally and personally.</strong></p>

<p class="wp-block-paragraph">The problem is I don&#8217;t know what the denominator is. I don&#8217;t know if we found 50 percent of them; I don&#8217;t know if we found 10 percent of them. I don&#8217;t know if we found one percent of them, because all I know is the stuff we found. Even then, it&#8217;s probabilistic. We don&#8217;t see the images. We don&#8217;t know sometimes. Sometimes we have a better clue, but I won&#8217;t say how. But we don&#8217;t see the images in any case. We are not legally capable of doing that, and God knows we don&#8217;t want to subject our employees to that anyway.&nbsp;</p>

<p class="wp-block-paragraph">But no, we don&#8217;t know what the denominator is, so I don&#8217;t know how effective it is. I do know that we can correlate this to some degree with the kind of legal requests we get, and that those are pretty few and far between.&nbsp;</p>

<p class="wp-block-paragraph">I would think that if this were a massive problem on the platform, we would get a lot more legal requests for metadata regarding this and stuff like this. And that is our proxy, not for CSAM in particular because we often don&#8217;t know where the requests come from, but in general, one of our proxies is, “Okay, how many legal requests are we getting for data?” As opposed to how good we are at anti-abuse. If legal requests go through the roof, which they haven&#8217;t, then obviously we have a big problem with anti-abuse, and that has not been the case.&nbsp;</p>

<p class="wp-block-paragraph">So I know that&#8217;s a wishy-washy answer, but that&#8217;s the problem. The data is private. We can&#8217;t read it. That&#8217;s our entire thing. We also have a reporting system, of course. People make mistakes like anyone else. So if they share an image, which can be reported, that can go. So there are lots of mechanisms. Again, I&#8217;m tiptoeing around saying any details because I don&#8217;t want this stuff to become ineffective. But we do a good job, I think, relative to external indicators that we can see.</p>

<p class="wp-block-paragraph">I&#8217;ll give you an example where it&#8217;s not CSAM, but it&#8217;s a similar thing, okay? We used to get a lot of requests, relatively speaking, a lot of requests for ransomware accounts because people would go to Proton. Get a Proton email that they would, I don&#8217;t know, [link] with a Bitcoin something, right? Whatever. We would get this in the legal requests. We&#8217;d be able to look at that and say, &#8220;Oh, that&#8217;s definitely a ransomware account for various reasons.&#8221;</p>

<p class="wp-block-paragraph">We got really, really good at killing ransomware accounts. Now, we still occasionally will get [requests about] them, but they&#8217;ll have been disabled by us for abuse six months before we get the legal request. I&#8217;m using ransomware as an analogy, but we do have a feedback loop to know how good we are.</p>

<p class="wp-block-paragraph"><strong>So there&#8217;s something in your system, there&#8217;s some set of indicators that you can detect, and you&#8217;re just not going to tell me what they are. But there&#8217;s some set of indicators of how an account operates in your system that lets you know what it&#8217;s being used for?</strong></p>

<p class="wp-block-paragraph">Yes.</p>

<p class="wp-block-paragraph"><strong>Has any government ever asked you what that set of indicators is?</strong></p>

<p class="wp-block-paragraph">No.</p>

<p class="wp-block-paragraph"><strong>Interesting. Hopefully, that doesn&#8217;t happen today. Cops, if you&#8217;re listening, forget that you heard any of this. We&#8217;re running out of time here. I do want to quickly, at the end, ask about AI. Because we&#8217;ve talked about systems and dynamics that I think are pretty familiar. I came up on Usenet and Slashdot, and I probably heard that quote about liberty and security 10,000 times. That is the foundation of my life on the internet.</strong></p>

<p class="wp-block-paragraph">[Laughs] Sure.</p>

<p class="wp-block-paragraph"><strong>This debate, from, I don&#8217;t know, the &#8217;80s and &#8217;90s up until now, is the same. And maybe AI is going to flip over the whole apple cart. We can now do cybersecurity at scale in ways that governments are stepping in and stopping the models from shipping. Whether or not that is correct, that is the thing that is actually happening in the world.</strong></p>

<p class="wp-block-paragraph"><strong>We can generate vast amounts of synthetic data that might trip all your detection systems, whether or not any harms are actually downstream of that data. You&#8217;ve shipped an AI assistant because a bunch of countries do not want to rely on American model companies, and having data sovereignty in Europe is important to them. That seems like a market opportunity for you.</strong></p>

<p class="wp-block-paragraph"><strong>What is your approach to all of this? Are you reliant on the AI model? Are you reliant on frontier companies? Are you building your own model? How do you protect your data from them? All of this at the very end feels like it upsets, in significant ways, the structures and the systems we&#8217;ve been describing up until now.</strong></p>

<p class="wp-block-paragraph">I think I&#8217;m not quite as concerned. I don&#8217;t think it&#8217;s had as much of a dramatic effect on the topics that we&#8217;ve discussed, maybe. We have Lumo, our own internal, which is run. We control the systems that it&#8217;s running on, and we want to be independent of third-party models and things like that.</p>

<p class="wp-block-paragraph"><strong>Is that actually a model you&#8217;ve trained, or is that reliable?</strong></p>

<p class="wp-block-paragraph">No, it&#8217;s open-source models that we&#8217;ve compiled. And it&#8217;s a collection of open-source models that we stitched together based on their strengths and weaknesses. But yeah, we don&#8217;t have a billion dollars to set on fire to train our own models. This is actually why we might be one of the few AI companies that actually make money doing AI, because we don&#8217;t do any training, right? We sell the inference. Not that there&#8217;s not a lot of work involved in building Lumo, but yeah, we don&#8217;t train our own models.</p>

<p class="wp-block-paragraph">I guess there are two different sides. There&#8217;s the “how is AI going to affect the industry in general?” and maybe “how it&#8217;s affected us and how we use it.” So for a lot of our stuff, in particular the client-side stuff, it is open source. The client-side stuff is not user secrets either. So we&#8217;ve tried models from Anthropic and ChatGPT. We&#8217;ve also tried Lumo with OpenAI because, at the end of the day, a lot of it is public anyway, and it&#8217;s not user secrets, so we&#8217;re going to use the best tool to make us go as quickly as possible.&nbsp;</p>

<p class="wp-block-paragraph">It has changed software engineering, probably permanently, in terms of the amount of time spent on actually writing code versus the other things. But maybe not so fundamentally. I mean, people talk about this SaaSpocalypse thing that every company&#8217;s going to be writing their own enterprise software. Personally, I just don&#8217;t buy it.</p>

<p class="wp-block-paragraph">There&#8217;s a very big difference between being able to cook up your own custom purchase order software, ERP, or whatever that works for your small business, maybe sort of, and then the kind of things that — whether it&#8217;s compliance, whether it&#8217;s scaling, whether it&#8217;s reliability, all these things which enterprises need that you&#8217;re not going to&#8230; I mean, I just cannot see every company building [their own]. “Oh, software is dead. We&#8217;re not going to have vendors to do this that can promise us things that we need.”</p>

<p class="wp-block-paragraph">I don&#8217;t know if I&#8217;m answering your question here, but the other thing about this is that, to me, if anything, it&#8217;s shifted what is valued in software engineering toward more senior-level skills, perhaps. But it&#8217;s not fundamentally changed what good software is, or how to architect good software. If anything, things like reviewing other people&#8217;s code… Well, today you&#8217;re reviewing other people&#8217;s code, and you&#8217;re reviewing the robot&#8217;s code, but it&#8217;s kind of the same skill.</p>

<p class="wp-block-paragraph">So maybe the balance before was a little more towards, okay, can you write code very quickly, accurately with this kind of thing? Where now it&#8217;s like, okay, it&#8217;s more towards, can you review code very quickly? Which is maybe a more senior-level skill. But it&#8217;s still part of the software engineer toolkit: designing good software, what good software means, what good software looks like.</p>

<p class="wp-block-paragraph">One thing that we&#8217;ve found, I think, is that LLMs work a lot better when your code is well-architected. If your code is well-designed, the LLM will actually work better. If your code is a spaghetti mess, the LLM will not work as well because they&#8217;re logic engines. There are more chances for them to get confused. So a lot of the fundamentals of building software — yes, the industry has changed — but a lot of the fundamentals of building software are different.&nbsp;</p>

<p class="wp-block-paragraph">The other thing we found is that the time you spend writing code has gone down. Now, there are other bottlenecks in your pipeline that you have to address. Now maybe your [continuous integration] takes too long. Now maybe your other things take too long. So it may change what kinds of things you need to optimize, but at the end of the day, I think for most senior software engineers, the amount of time that they actually spent writing code was frankly not the hardest part of their job or what they spent most of their time on.</p>

<p class="wp-block-paragraph">I think software is probably the most affected industry and the most tractable industry for LLMs that I&#8217;ve seen, at least so far. Obviously, there are other uses for it, but it&#8217;s software; it&#8217;s rule-based. You can test for correctness. You can mitigate a lot of the things that LLMs might go off the rails and hallucinate. At the end of the day, you need working code, right? So you can test this kind of stuff.&nbsp;</p>

<p class="wp-block-paragraph">You can mitigate a lot of the problems with LLMs. Software is your best-case scenario. And even then, from what I&#8217;ve seen, it&#8217;s an evolution. It&#8217;s not a revolution. It&#8217;s definitely a big change, but it&#8217;s largely a productivity change, not “dump everything, start over.” Maybe I&#8217;m wrong about that. And maybe as models improve, it&#8217;ll get more and more dramatic. But at the moment, it&#8217;s a hell of an opportunity for productivity. I think — and software is what I know best — the fears are a little overblown.</p>

<p class="wp-block-paragraph"><strong>Let me ask you on the other side of that. You mentioned earlier that now it is possible to look at all the emails and do mass surveillance. Anthropic rolled up to the United States government like, “You can do this with our model. We don&#8217;t want you to because we don&#8217;t actually think it&#8217;s good enough, and we think there are real problems with doing that.”&nbsp;</strong></p>

<p class="wp-block-paragraph"><strong>You&#8217;re faced with that as well, right? You have your own internal AI model. Your users are probably generating more data inside of your systems than ever before with AI. It just seems like a thing that happens when you add AI to a system. The models get better when you feed them more data. They have a voracious appetite for data.</strong></p>

<p class="wp-block-paragraph"><strong>That&#8217;s a lot of pressure on “we&#8217;re going to keep everything private.” It&#8217;s a lot of pressure on who gets to see your stuff, why they get to see it, and what they can do once they have it. And the value of having it seems to be going up. The value of collecting all the data seems to be going up.</strong></p>

<p class="wp-block-paragraph">Yeah.</p>

<p class="wp-block-paragraph"><strong>How do you respond to that, even as you have to roll out AI systems in order to compete with the big tech that is putting it literally everywhere?</strong></p>

<p class="wp-block-paragraph">I think this comes down to what I mentioned before: privacy is control. Privacy is self-determination in the sense that you control your data, and you control who it&#8217;s shared with. And maybe that “who” is an AI system, and that&#8217;s okay.&nbsp;</p>

<p class="wp-block-paragraph">I think as long as this is an opt-in thing from the user… This is actually an internal debate, but we already have features. For instance, okay, we have a mailing list feature. Okay? I promise this has something to do with AI, with learning.</p>

<p class="wp-block-paragraph"><strong>[Laughs] It&#8217;s a big build; here we go.</strong></p>

<p class="wp-block-paragraph">But we have a mailing list feature, and that feature is done in a way that it is private. I send you an email, or send the mailing list an email, and it sends the email to everybody else. The system doesn&#8217;t see it. But if you want people outside Proton on your mailing list, then we can&#8217;t do end-to-end encryption anymore. We have to turn it off.&nbsp;</p>

<p class="wp-block-paragraph">So when you add external people to your mailing list, you are prompted, &#8220;Hey, if you want to turn on external recipients, you need to turn off end-to-end encryption.&#8221; The user says yes, because that&#8217;s part of their workflow. They need it. At that point, we still don&#8217;t save a copy.</p>

<p class="wp-block-paragraph">Everything saved on Proton is encrypted at rest. However, we do have a clear text email going through our system because we need to send it out to whoever the external recipients are, right? That&#8217;s the kind of model I see in the future with some of these. It&#8217;s not just AI systems; it&#8217;s also integrations where — and especially as we get more into business clients and stuff — I need this integration into my CRM, right? I&#8217;m going to choose to share this mailbox with my CRM. That&#8217;s okay. That can be a decision, and it&#8217;s our job to build a user interface that communicates what the consequences of that are.</p>

<p class="wp-block-paragraph">But privacy is fundamentally… It’s not about not sharing stuff. It&#8217;s not about not sharing your photos; it&#8217;s not about not sharing your data with third parties. It&#8217;s about sharing the data with third parties that you choose, and not just by default with everybody. That has been sort of the big tech paradigm for Web 2.0 or whatever you want to call it, the last two decades.</p>

<p class="wp-block-paragraph">So I think we can reconcile this with the Proton thing because it was never just about the encryption. The encryption is a tool to the end. It&#8217;s all about, hey, the fact that I stored data on somebody else&#8217;s computer on the internet does not mean that I give them control to do whatever they want with it, or that I trust them not to lose it. So we&#8217;re going to try and build a system where I retain that control, and I can still participate in modern online services, right?</p>

<p class="wp-block-paragraph"><strong>I feel like we&#8217;re going to have to have you back soon to see how that&#8217;s all put to the test. This is new.</strong></p>

<p class="wp-block-paragraph">Yeah.</p>

<p class="wp-block-paragraph"><strong>I feel like in the next couple of years, we&#8217;ll find out more, so we&#8217;ll have you back soon. You&#8217;ve given us so much extra time. Bart, thank you so much for being on </strong><strong><em>Decoder</em></strong><strong>.</strong></p>

<p class="wp-block-paragraph">Thank you. Thank you so much; it was a blast. I appreciate it.</p>

<p class="wp-block-paragraph"><em><sub>Questions or comments? Hit us up at decoder@theverge.com. We really do read every email!</sub></em></p>
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					</entry>
			<entry>
			
			<author>
				<name>Nilay Patel</name>
			</author>
			
			<title type="html"><![CDATA[Even Nvidia’s head of automotive fights with Nvidia for compute]]></title>
			<link rel="alternate" type="text/html" href="https://www.theverge.com/podcast/964614/nvidia-auto-xinzhou-wu-ev-ai-hyperion-autonomy-cars-tesla" />
			<id>https://www.theverge.com/?p=964614</id>
			<updated>2026-07-15T13:23:42-04:00</updated>
			<published>2026-07-13T11:00:00-04:00</published>
			<category scheme="https://www.theverge.com" term="Autonomous Cars" /><category scheme="https://www.theverge.com" term="Decoder" /><category scheme="https://www.theverge.com" term="Electric Cars" /><category scheme="https://www.theverge.com" term="Nvidia" /><category scheme="https://www.theverge.com" term="Podcasts" /><category scheme="https://www.theverge.com" term="Tech" /><category scheme="https://www.theverge.com" term="Transportation" />
							<summary type="html"><![CDATA[Today, I’m talking with Xinzhou Wu, who is the head of automotive at Nvidia.&#160; Nvidia is obviously in the news constantly because of the AI boom — it’s one of the most valuable companies in the world, because the AI industry can’t get enough of the company’s GPUs. But Nvidia is also a key supplier [&#8230;]]]></summary>
			
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<p class="has-drop-cap wp-block-paragraph">Today, I’m talking with Xinzhou Wu, who is the head of automotive at Nvidia.&nbsp;</p>

<p class="wp-block-paragraph">Nvidia is obviously in the news constantly because of the AI boom — it’s one of the most valuable companies in the world, because the AI industry can’t get enough of the company’s GPUs.</p>

<p class="wp-block-paragraph">But Nvidia is also a key supplier to the auto industry. It’s had chips in cars for years now, and Xinzhou has been instrumental in building a complete autonomous driving system that automakers can just use. It’s already in newer Mercedes EVs, for example, as you’ll hear him mention several times.</p>

<p class="wp-block-paragraph">So I really wanted to get his perspective on how the auto industry is handling the big transition to self-driving EVs. That&#8217;s the goal every carmaker and supplier will tell you is coming, but which maybe seems farther away in 2026 than ever. The EV adoption cycle in the United States is <a href="https://www.theverge.com/transportation/896559/ev-cancellation-delay-hybrid-china">fully off track</a>, self-driving seems to forever be stuck trying to solve the final 20 percent of situations, and cars themselves just keep getting more expensive even as consumers are feeling the squeeze of inflation and rising energy prices across the board.</p>

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<p class="wp-block-paragraph"><em>Verge</em> subscribers, don&#8217;t forget you get exclusive access to ad-free <em>Decoder</em> wherever you get your podcasts. Head <a href="https://www.theverge.com/account/podcasts">here</a>. Not a subscriber? You can <a href="https://www.theverge.com/subscribe">sign up here</a>. </p>
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<p class="wp-block-paragraph">You’ll hear Xinzhou say there’s actually been startling progress in reinventing the fundamental nature of the car itself — something the industry calls the “software-defined vehicle,” controlled by just a handful of powerful computers instead of dozens or even hundreds of independent electronic control units, or ECUs. If you’re a <em>Decoder </em>listener, you have heard so many carmakers talk about the need to get away from ECUs; Xinzhou says that moment is basically here.&nbsp;</p>

<p class="wp-block-paragraph">We talked a lot about the Chinese car industry and how it’s been able to essentially get a head start because it began building on EV architectures and platforms, instead of having to manage a transition away from gas cars and all those ECUs. Xinzhou used to work at a Chinese original equipment manufacturer (OEM), so he has quite a bit of insight there.</p>

<p class="wp-block-paragraph">We also talked about working at Nvidia itself. It’s a unique company with a unique leader in Jensen Huang, and Xinzhou said his three years there so far have been a rapid learning experience. He didn’t shy away from the reality of needing to compete for resources and capacity against the company’s booming AI business. His description of what wins those arguments, especially when his customers are as slow and cost-averse as automakers, was fascinating.</p>

<p class="wp-block-paragraph">Of course, we had to discuss AI and how Nvidia’s approach to autonomy brings together what Xinzhou calls the “classical” stack and the ability for reasoning models to operate the car. There’s a lot here, including the idea that you’ll have an AI model literally talking to itself to figure out how to drive your car, which I find both incredibly interesting and incredibly funny.</p>

<p class="wp-block-paragraph">And, of course, you can’t talk about electric cars or vehicle autonomy in the US without talking about Elon Musk and Tesla. So I asked Xinzhou pretty directly if Tesla full self-driving can actually do what Elon claims it will be able to do without using lidar. You tell me if you think his answer holds up.</p>

<p class="wp-block-paragraph">Okay: Xinzhou Wu, head of automotive at Nvidia. Here we go.</p>

<iframe loading="lazy" frameborder="0" height="200" src="https://playlist.megaphone.fm?e=VMP3536151799" width="100%"></iframe>

<p class="wp-block-paragraph"><em>This interview has been lightly edited for length and clarity.</em></p>

<p class="wp-block-paragraph"><strong>Xinzhou Wu, you are the head of automotive at Nvidia. Welcome to </strong><strong><em>Decoder</em></strong><strong>.</strong></p>

<p class="wp-block-paragraph">Thanks for having me.</p>

<p class="wp-block-paragraph"><strong>I&#8217;m really excited to talk to you. It feels like the very nature of what a car is is up for grabs. It feels like the automotive industry is in a period of massive realignment, almost as though there was a sense of where the car was going to end up as a product for several years, and that is because of EV transition difficulties, because of US-China trade war difficulties.</strong></p>

<p class="wp-block-paragraph"><strong>All of that seems messier than ever before. A lot of car makers are retrenching, and it feels like your position in Nvidia gives you a pretty wide view of what&#8217;s going on in the car industry, because you supply so many of the major automakers in virtually every country.</strong></p>

<p class="wp-block-paragraph"><strong>So let&#8217;s just start there. What&#8217;s your view of where the car industry is on this long, winding road to both autonomy and electrification?</strong></p>

<p class="wp-block-paragraph">That&#8217;s an excellent question. I&#8217;ve been working in the automotive sector for probably 15 years, starting from my career in Qualcomm. I was heading the Qualcomm automotive team for a while. And obviously, we have heard the phrase “software-defined vehicle.” Right now with AI technology, it&#8217;s getting to the next phase, what we call an “AI-defined vehicle” essentially.</p>

<p class="wp-block-paragraph">With these massive technological innovations, the auto industry has changed pretty rapidly over the last decade. As you know, I also worked as part of a Chinese OEM for five years, heading their autonomous driving team.</p>

<p class="wp-block-paragraph">Now I&#8217;m at Nvidia. So what I have seen over my 15 years of career is the opportunity to witness this massive change. The car went from, let&#8217;s say, mostly mechanical, plus electrical machines, to some things that we can upgrade the capability through over-the-air (OTA) software pretty rapidly. That&#8217;s what we call the “software-defined vehicle” era. Now, with the technology advancing towards generative AI, we are using AI to rewrite most of the software in the car. That&#8217;s what we call the “AI-defined vehicle.”</p>

<p class="wp-block-paragraph">That has also, on one hand, accelerated the development pace of the vehicle capability. And on the other hand, it&#8217;s also changed the way we define “vehicle” as well. AI is impacting the whole industry at every level. It is really exciting to see how the world will evolve from here with these new technological innovations.</p>

<p class="wp-block-paragraph"><strong>Let me pull apart some terms there. I hear them a lot from car makers who love to come on the show and tell me what&#8217;s going to happen to cars. But I think some of these terms are a little bit fuzzy on the edges.</strong></p>

<p class="wp-block-paragraph"><strong>So you said “software-defined vehicle.” That&#8217;s a pretty fuzzy term. I think the idea there is we&#8217;re going to get rid of all of the ECUs in a car that currently control lots and lots of different systems. And we will centralize all of those components into maybe one or two big compute centers in a car. Tesla is very famous for having done this. Rivian has made a huge bet on that. Wassym Bensaid from Rivian was <a href="https://www.theverge.com/podcast/929940/rivian-wassym-bensaid-software-volkswagen-carplay-assistant-ai">just on the show</a> talking about that.</strong></p>

<p class="wp-block-paragraph"><strong>Other legacy car makers have tried to do this. We <a href="https://www.theverge.com/podcast/803379/gm-ceo-mary-barra-sterling-anderson-cadillac-iq-ev-autonomy-interview">had GM on the show</a>. They said, &#8220;Look, we don&#8217;t need to do that. We&#8217;re fine. We&#8217;ll do it our way.&#8221; Ford <a href="https://www.theverge.com/podcast/784875/ford-ceo-jim-farley-interview-ev-cars-china-trump-tariffs-carplay">tried to do this</a> in big ways. They had to set up a skunkworks and build an entirely new kind of way of making a car that they&#8217;re very proud of. There&#8217;ll be a truck coming out from that effort sometime soon, we&#8217;re told.</strong></p>

<p class="wp-block-paragraph"><strong>I don&#8217;t think the industry got there. That&#8217;s basically what I&#8217;m saying. The startup car makers got to the point where they could claim to have a software-defined vehicle where there were one or two big computers in the car controlling every system. The legacy automakers for the most part have not succeeded yet.&nbsp;</strong></p>

<p class="wp-block-paragraph"><strong>I&#8217;ll put an asterisk on that. Maybe Ford will succeed with this new truck, but we don&#8217;t know yet. Do you think the industry broadly is going to get to software-defined vehicles or do you think the legacy automakers are going to stay where they are?</strong></p>

<p class="wp-block-paragraph">100%. I had the opportunity to witness what happened in China from 2018 to 2023. The whole industry went through this massive change just in five years. Over there, not only the new auto OEMs, but also the legacy ones have to adapt. Everybody is adapting to a single central compute kind of electrical architecture because that&#8217;s how you compete.&nbsp;</p>

<p class="wp-block-paragraph">In the rest of the world as well — we have our partners as well through Drive and Drive autonomous vehicle (AV) collaboration, for example, with our partner Mercedes. Their current generation is essential computer-based architecture. It&#8217;s going to be in all their vehicles. For the other basic OEMs, we are working with all of them and trying to help them to convert or upgrade the architecture to a one or two computers route, because there will be infotainment, there will be basic driving or advanced driver assistance systems (ADAS), ECU. But I think the world is actually moving pretty rapidly in that direction.</p>

<p class="wp-block-paragraph">Some of them obviously will be slower. Some of them will be faster. That&#8217;s the nature of this business. But I have no doubt that the world is basically evolving in that direction.</p>

<p class="wp-block-paragraph"><strong>I&#8217;m actually curious about your history. You worked at XPeng, which is a Chinese car maker. It feels to me, sitting where I sit in the United States and being a car fan for a long time, that Chinese automakers had a fairly unique advantage in that they were not big global automakers. They were not operating at a massive scale. Electrification came. Tesla obviously built a bunch of capability in China to make cars. We all know how the Chinese manufacturing ecosystem works and they got to reset. They got to design a bunch of cars as EVs, clean sheet, basically the way the startup car makers in the United States got to, and build globally competitive cars from a totally new foundation without having to worry about a bunch of the stuff that legacy American car makers would have to worry about. And then, the Chinese government obviously <a href="https://www.reuters.com/business/autos-transportation/china-signals-it-will-pull-plug-subsidies-evs-with-five-year-plan-exclusion-2025-10-29/">subsidized</a> all that at huge rates.</strong></p>

<p class="wp-block-paragraph"><strong>You worked there. Was that your experience? Is that basically how it went that they got to start fresh?</strong></p>

<p class="wp-block-paragraph">I think that&#8217;s just one side of it. They definitely have less of a legacy, less of a burden to worry about and that is an advantage. But what I also see is not only the new OEMs, but even the global players there have to adapt to the Chinese pace. At least from what I learned over there, everybody is going at that pace. Again, you want to be able to compete.&nbsp;</p>

<p class="wp-block-paragraph">But as you said, the wave&#8230; Software-defined vehicles have been there for a long time and Tesla is the one that&#8217;s really taking it to full production. I&#8217;m not sure if they’re the first one, but definitely to the largest extent. I have no doubt the OEMs in the rest of the world will follow as well.</p>

<p class="wp-block-paragraph">I think every OEM right now will have to do this because this is how you compete, that is what you need to do to survive. Autonomy will become almost like a necessity for all the OEMs to have in their vehicles. We all believe in that future. And the only way to get there is to get to&#8230; First of all, there is the architecture I described, that enables software upgrades without having many, many discreet ECUs. Actually, I haven&#8217;t heard people arguing against that recently. Maybe you heard something different, but I think that&#8217;s a necessary step for everybody. At this stage, it&#8217;s almost like a table stake for the next generation’s architecture. Obviously we are talking to a lot of OEMs, but this is a consensus that the industry is moving towards.</p>

<p class="wp-block-paragraph"><strong>I&#8217;m curious about the pathway there, because I agree with you that many, many people have said that is the end state and that enables everything that&#8217;s going to come next. It just feels like the path there has been much bumpier than the industry expected. Part of that is, I don&#8217;t know, that the Trump administration doesn&#8217;t like EVs. So EV sales and the tax credits here went away and maybe EV sales spiked as all that demand got pulled forward and maybe everybody wants a gas car now. And maybe all of this is harder when you don&#8217;t have a giant battery that can power all of these systems in perpetuity and you actually need to start the engine to get power to all these systems instead of having a 12-volt battery.</strong></p>

<p class="wp-block-paragraph"><strong>Or maybe it&#8217;s that the Chinese automakers are so competitive and so subsidized that the cost to do it for the legacy automakers is hard to overcome, because they do have the legacy infrastructure and dealer networks in the United States to care for and we&#8217;re just going to hold off on it. There&#8217;s something about the path to this agreed-upon future state of the car that seems harder than I thought it would be or that anyone on the show over the past five years has said it would be. I&#8217;m curious, from your perspective. You&#8217;re the supplier, you&#8217;re trying to sell the vision, you&#8217;re trying to put the chips in all the cars. From your perspective, what has made that path harder?</strong></p>

<p class="wp-block-paragraph">Well, you have said quite a few things.</p>

<p class="wp-block-paragraph">The auto industry is very heavy. It involves massive supply chains and lots of companies, lots of employees. And to make a change in the architecture and whenever you push out a car, you have to support it for 10-15 years. Nvidia, as a supplier, is also making a similar commitment to our customers for whatever technology we supply including chipsets, other platforms, and our AV technology. We will have the commitment to support the same generation for 10-15 years, even for the current generation of chips. If you think about it from a Silicon Valley provider kind of perspective, it&#8217;s almost insane. But that&#8217;s the nature of the auto business. The nature of the business is that it will slow things down a bit. And that&#8217;s one thing.</p>

<p class="wp-block-paragraph">The other thing is, because the technology is changing so fast and so differently from, let&#8217;s say, the automotive as we knew before and to the software-defined vehicle, to the AI-defined vehicle, you have to go through a different talent pool to be able to set up the company in a proper way and adapt to this new wave of technology innovations. That&#8217;s why Nvidia can come in and help. Because we believe the technology is getting to — we are mainly talking about the autonomous vehicle here, obviously. The technology is getting to a level of maturity. We are going to take this technology to mass production and a supplier can come in.</p>

<p class="wp-block-paragraph">That&#8217;s why we not only provide the AV technology, but we also are providing the whole platform starting from a chip, as well as to operating systems, an open source model, and <a href="https://www.nvidia.com/en-us/ai-trust-center/halos/autonomous-vehicles/">what we call Halos</a>, the safety operating system that helps the OEM to be able to adapt to this new world faster.&nbsp;</p>

<p class="wp-block-paragraph">The nature of the business is that not everybody can run at the same speed. So for sure, because of the heaviness of this industry, it will take some time for everybody to get to the finish line. But again, my job in Nvidia is to try to help everybody to get to everything that moves that will be autonomous, to get to this vision as soon as possible.</p>

<p class="wp-block-paragraph"><strong>Let me ask about your part at Nvidia now, because I think this brings us to the <em>Decoder </em>questions. I think everyone listening to the show is probably very familiar with the run Nvidia has been on with AI. It&#8217;s <a href="https://www.theverge.com/news/703482/nvidia-briefly-became-the-first-4-trillion-company-today">one of the most valuable companies</a> in the world. Every GPU that Nvidia can make is accounted for. How many people work at Nvidia Automotive?</strong></p>

<p class="wp-block-paragraph">We have actually quite a sizable team, in the order of thousands on the automotive team. Because we are working on the whole platform, there&#8217;s hardware, software, model, and the infrastructure. It&#8217;s a pretty sizable team. Nvidia also has a lot of things we can leverage from the other teams as well. For example, I&#8217;m pretty sure you heard about <a href="https://www.nvidia.com/en-us/ai/cosmos/">Cosmos</a> and <a href="https://developer.nvidia.com/topics/ai/nemotron">Nemotron</a>. These are our basic open-source foundation models. We are leveraging heavily from work from their side as well.</p>

<p class="wp-block-paragraph"><strong>How is your team organized? You mentioned you&#8217;ve got hardware, software, and models. Is that the basic structure of the team or is it organized differently?</strong></p>

<p class="wp-block-paragraph">Yes. Well, on the engineering side, obviously we have product, we have strategy, we have something behind the scenes. Sometimes we call them unsung heroes. The map team, for example, which is still very critical for L3, L4, the high-level autonomy paths. And the data infrastructure.</p>

<p class="wp-block-paragraph"><strong>The literal navigation maps, that&#8217;s what you&#8217;re talking about.</strong></p>

<p class="wp-block-paragraph">Well, there&#8217;s HD map as well. So roughly, I divide my team that way. Yes.</p>

<p class="wp-block-paragraph"><strong>And then is that all global? Is that mostly in the United States? Where&#8217;s that located?</strong></p>

<p class="wp-block-paragraph">Mostly in the United States, but we do have a presence in China and Europe as well. Obviously, we are building a global product, a global platform, so we need a support team everywhere.</p>

<p class="wp-block-paragraph"><strong>You mentioned that you rely on some of the foundation models Nvidia has developed more broadly. How is your team structured inside of Nvidia? Does it fit into the AI strategy? Is it set apart? Are you more siloed? How does that work?</strong></p>

<p class="wp-block-paragraph">Oh, that&#8217;s a great question. At Nvidia, we have, let&#8217;s say, a centralized hardware team, which is responsible for the hardware roadmap on our GPU, the CPU, all the chipset strategy, and the productization. We have a centralized software team as well. The automotive team is a separate organization, which is very much more automotive-focused, with the mission of building the automotive platform to leverage the work from our hardware team and the software team and adapt to automotive. We have the model team as well.&nbsp;</p>

<p class="wp-block-paragraph">Nvidia also has a culture of virtual teams. For example, our open-source model for Nemotron and Cosmos, they all sit across from our research team, the software team, and the hardware team. But they are virtual teams that work on these open-source foundation models. We can leverage that work and then in the automotive organization build up a model to help the AV industry have a powerful open-source model to work on.</p>

<p class="wp-block-paragraph"><strong>As I said, basically every GPU Nvidia can manufacture is accounted for in some way. It&#8217;s the nature of the AI industry right now. They&#8217;re going to go into some neocloud somewhere. Do you have to fight for resources, and attention against that business, which is growing at the speed and the scale it&#8217;s growing at?</strong></p>

<p class="wp-block-paragraph">Yes, believe it or not. <em>[Laughs] </em>Even Nvidia has a limited supply of GPU for compute. We have an internal priority, and I&#8217;m working with my colleagues basically almost on a weekly basis to decide how to set aside the different compute, sometimes for training, sometimes for testing, or resources for a different thread of work in the company. And sometimes we need Jensen [Huang, Nvidia CEO] to help, but yeah.</p>

<p class="wp-block-paragraph"><strong>How does that work? What does that debate look like? Is it an ROI debate? “If we put this much money in, we&#8217;ll get this much money out from our customers”? Is it a market size debate? What are the parameters of the conversation?</strong></p>

<p class="wp-block-paragraph">It&#8217;s all of the above, as you can imagine. Revenue is important obviously, but also Nvidia, as you know, is a very strategic company. We value what Jensen sometimes calls the zero trillion dollar business. We are looking for new opportunities which can create a trillion-dollar business all the time. So, there need to be strategic priorities we set inside the companies in the new direction we go. You probably also know that we are not a market share company. It&#8217;s a balance between basically what brings the money right now and what can create the future, what can create opportunity for the company in the future.</p>

<p class="wp-block-paragraph"><strong>Nvidia is a very uniquely run company. As you&#8217;ve mentioned, Jensen&#8217;s deeply involved in everything. I&#8217;ve seen <a href="https://fortune.com/2024/06/12/nvidia-ceo-jensen-huang-meeting-rule/">an interview</a> with him where he said he doesn&#8217;t have one-on-one meetings. He just meets with everyone all at once and everyone just hashes it out. What&#8217;s that like?</strong></p>

<p class="wp-block-paragraph">I&#8217;ve been at Nvidia for three years. It&#8217;s very unique, honestly. And it&#8217;s obviously not everybody all at once. It&#8217;s different groups. We all have a technical strategy product, a different part of the business reviews with Jensen. It&#8217;s super exciting for me, actually, an experience to learn from his strategic thinking and how he thinks about a product, how he thinks about a strategy. He&#8217;s also uniquely technically deep. It&#8217;s quite an inspiring experience as well to just see how much he&#8217;s keep up to date on the technical side. It’s, I would say, a once-in-a-lifetime experience and opportunity for me to be able to learn from Jensen.&nbsp;</p>

<p class="wp-block-paragraph">W<strong>hen you describe the opportunity for autonomy, particularly in the future, that seems like the big bet. “We&#8217;re going to bring to bear Nvidia&#8217;s compute excellence, and the power of AI to cars, and have them drive themselves.” What does that revenue model look like? Does it look like you&#8217;re just selling chips and software to automakers? Does it look like consumers pay a subscription, and some of that flows back to you? Where does the trillion dollars come from?</strong></p>

<p class="wp-block-paragraph">That&#8217;s also an excellent question. Right now we firmly believe that everything that moves will be autonomous. Every mile driven by the car in the future will be autonomous. If you look at it, among all the cars, we drive 13 trillion miles per year. Right now the percentage of autonomous miles among all the mileage driven is probably negligible. I think it&#8217;s 0.006%, or something like that. So this is the opportunity in front of us. Nvidia&#8217;s view is that we&#8217;ll help the ecosystem together as soon as possible by providing all the foundation technology pieces again, starting from chips to operating systems, and then to what we call Halos. The Halos operating system is really important because it not only provides the SDK and the APIs for folks to develop models on our hardware, it also provides the safety guardrails for developers to put a model on it.</p>

<p class="wp-block-paragraph">We also define what we call <a href="https://www.nvidia.com/en-us/solutions/autonomous-vehicles/drive-hyperion/">Hyperion</a> as a hardware platform. That&#8217;s a production-ready platform, which includes the computer resource, the ECUs, and also the sensor suite. We think it&#8217;s necessary to achieve a different level of autonomy. On top of that, we provide <a href="https://www.theverge.com/tech/892395/nvidia-autonomous-vehicle-xinzhou-wu-interview">Alpamayo</a>, an open-source model, which we trained. It’s open-source not only in the model architecture, but also in the parameters and the data that you can use to fine-tune the model on our platform. On top of that, we also provide all the infrastructure needed. For example, simulation is really important for developing AV right now. We usually say that the AV problem is becoming a three-computer problem. There&#8217;s the training computer, there&#8217;s the simulation computer, and then there&#8217;s the inference computer in the car. All these technology pieces we want to provide to the ecosystem in a platform we call Nvidia Drive, so that folks can develop that technology on top of our platform.</p>

<p class="wp-block-paragraph">We hope that we can get a percentage of the revenue that the ecosystem can get from every mile that is driven autonomously in the future. This is where the trillion-dollar opportunity can come from.</p>

<p class="wp-block-paragraph"><strong>So, revenue per mile. That sounds like the core metrics that you&#8217;re chasing. Where does revenue per mile come from for a user? When I drive a car, do I pay a subscription? Or are you thinking it&#8217;s robotaxis everywhere, and they&#8217;re being monetized per ride? Where does revenue per mile come from, and how does that number go up?</strong></p>

<p class="wp-block-paragraph">That&#8217;s right. Well, I think the world will embrace both models. One is robotaxis. As you see, there are quite a few successful ones in China, in the US, and in the world. We&#8217;ll see more hopefully going down this path. We&#8217;ll have a taxi-like fleet where you can enjoy taking you from place A to place B without a driver in the car.&nbsp;</p>

<p class="wp-block-paragraph">I think the passenger fleet will also continue to exist for a long time because there are many people who still prefer a private space during travel. It&#8217;s like many people still prefer to own their house as compared to renting an apartment. There&#8217;s an economy behind this as well. We think both models will thrive. That&#8217;s why we are working with both the robotaxi companies and the other OEMs, as well as the AV software developer companies to help them by supplying different technology pieces from Nvidia.</p>

<p class="wp-block-paragraph"><strong>One of the interesting dynamics through at least the electrification portion, over the past five years, has been legacy automakers realizing that they had become insurance companies and financing companies, and their suppliers were making the cars. They had lost control of car design in a big way. The tier-one suppliers to the big automakers were in many ways in charge of big subsystems of the cars. When they wanted to do an over-the-air update, they had to go talk to 15 different suppliers to get that done. I&#8217;ve heard this complaint dozens and dozens of times on the show. And they all kind of realized, “We need to take back the engineering of the car. We need to be much more firmly in control of the platform of the car.”</strong></p>

<p class="wp-block-paragraph"><strong>It sounds like in autonomy, for a variety of reasons, Nvidia sees an opportunity to become the main supplier to a wide variety of car makers. That&#8217;s obviously the intention with them thinking, “We need to take control of the car.” Tesla might use Nvidia chips, but they are very proud of the fact that they wrote every line of that code, and that is their platform, and they&#8217;ve made their technology bets. Rivian, I think Wassym is very proud of the fact that he is in charge of that platform company, and he&#8217;s going to build that platform. RJ [Scaringe, Rivian CEO] is <a href="https://www.theverge.com/podcast/790685/rivian-ceo-rj-scaringe-r2-tariffs-china-ev-apple-carplay">certainly very proud</a> of the fact that Rivian is that kind of company.</strong></p>

<p class="wp-block-paragraph"><strong>What&#8217;s the dynamic there? Because it doesn&#8217;t seem like every car maker can stand up the technology bet and forward invest on the hope that the revenue will pay off. They will need a supplier like Nvidia to show up with a ready-made platform and business model. Is that tilting more in your favor now? Have we gotten out of those woods, or is it still up in the air?</strong></p>

<p class="wp-block-paragraph">I think the beauty of the Nvidia business model on the automotive side is that our platform is completely open. We provide multiple layers of services, and depend on what OEM or robotics companies need. They can select what they want to work with us up to which layer for, as you mentioned, Tesla. Some OEMs are so capable. They even want to build their own inference to paint the car. Even for that, we&#8217;re okay. We&#8217;ll still continue working with them. Actually, we are working with Tesla and many OEMs who are building using their own inference chip by collaborating with them in the cloud. We even try to help optimize their models. With different OEMs, we have different collaborations, because we still have the simulation computer and the training computing in the infrastructure we are working with them.</p>

<p class="wp-block-paragraph">For some of the OEMs, they would like to have a more turnkey solution. We are very happy to work with them as well. In that case, we are going to go all the way. We are working like a tier one, or tier 1.5, just to go hand by hand. This is our driver AV kind of partners, for example, Mercedes. We work very closely with them to define the products they want, and then also adapt our driver AV stack to work seamlessly in their vehicle. The engineers from both sides work pretty closely to make it adapt well with the Mercedes design DNA and the customer experience they would like to offer.</p>

<p class="wp-block-paragraph">This is really important for us. We are not picking winners per se. We try to help OEMs based on their capability at different levels. The openness is really important for our engagement model with OEMs.</p>

<p class="wp-block-paragraph"><strong>One of the reasons I&#8217;m so curious about this is that you mentioned training models. You mentioned in other interviews that you&#8217;re doing synthetic data to train autonomy in different ways. I&#8217;m very curious about that. It just strikes me, looking at the industry. Waymo has this gigantic lead in autonomous miles driven, and they&#8217;re very proud of it, and that&#8217;s helped make their cars as successful as they are in the markets they&#8217;re in. Tesla has a huge number as well because they&#8217;re training on the actual cars that are being driven. Not every automaker can figure out how to get to a billion autonomous miles driven.</strong></p>

<p class="wp-block-paragraph">That&#8217;s right. Yes.</p>

<p class="wp-block-paragraph"><strong>They&#8217;re going to have to rely on some third party to get them to at least the status quo, if not beyond. It feels like Nvidia is sitting there ready to be that third party. Is that a lot of the sales pitch to the automakers? “You can just buy our technology in whatever open capacity that you want, and we will quickly get you to a competitive state”?</strong></p>

<p class="wp-block-paragraph">I would say this is the one compelling point for OEMs to engage with Nvidia in the Hyperion ecosystem, in the Drive ecosystem. Because one of the key defining things for Hyperion is the compute architecture, and also the sensor architecture is the data sharing. For anybody who engages and becomes an Nvidia Drive partner, we share data through our existing program, through which we collect millions of hours of data. Through the different car programs, we are also accumulating that data from different OEMs. And then we can build a model, first of all, which is trained with all this data. We make sure at least the data collected in our different car programs is shared with the OEM. That&#8217;s number one. Number two is in the new era, we strongly believe compute is data as well. So, as you mentioned, there&#8217;s a lot of synthetic data.&nbsp;</p>

<p class="wp-block-paragraph">There&#8217;s neuro reconstruct data, which we call <a href="https://docs.nvidia.com/nurec/index.html">NuRec</a>. This is a very important piece of technology and simulation where we collect the data from the field, but we can use neuro reconstruction sometimes to fudge the data to change the background, or change the car trajectory. We can generate a lot of variants of the same data. All this data needs a computer to generate these tens of millions of data points. We can share with everybody who&#8217;s engaged in our ecosystem. In this way, collectively from all the players that engaged with the Drive ecosystem, we can catch up on the data gap, which is very important.</p>

<p class="wp-block-paragraph"><strong>So, this is synthetic data, right? You&#8217;re going to collect a bunch of real-world driving examples. You&#8217;ll put it into a simulator. The simulator will then blur the data. I think the example that I&#8217;ve heard you give is there was a pedestrian that came out, and we can just delay the pedestrian, and make that person come out later, and the car will have to react to it as though it&#8217;s real.</strong></p>

<p class="wp-block-paragraph">That&#8217;s right.</p>

<p class="wp-block-paragraph"><strong>And you&#8217;re going to run lots of training against lots of different variations of the same data. That&#8217;s fascinating to me. I understand why all the car makers would buy into that. Why would they buy into the data sharing? Is it just a recognition that collectively they stand a better chance of catching up? Is it because they just don&#8217;t want to pay the money? Is it cheaper? Why would they participate with their competitors in that kind of data-sharing arrangement?</strong></p>

<p class="wp-block-paragraph">Both are absolutely true. Actually, the cost savings are enormous. Data collection running a fleet of huge size is big capital spending for anybody who wants to do that. It’s repetitive as well. If you can find, for example, what we are providing on the Drive platform, or the Drive ecosystem, it can save a lot of effort and money from our customers.&nbsp;</p>

<p class="wp-block-paragraph"><strong>I&#8217;m curious about that because the idea is that you&#8217;re going to train stuff, and then you&#8217;re going to have a model in the car, and we&#8217;ll have an AI-defined car. The classical approach to self-driving was that we&#8217;re going to throw more and more data at the problem, and eventually the car will know how to do everything, it will have mapped all the roads on top of everything. I have a Cadillac EV, and the way Super Cruise works is, it works on roads that are mapped. Eventually the bet is they&#8217;ll map more and more roads, and more and more things, and the car will become more capable.</strong></p>

<p class="wp-block-paragraph"><strong>It feels like Nvidia&#8217;s approach is for the car to be smart enough to do anything, with or without the maps. And that requires a different approach to data collection, a different approach to compute, and then obviously a bigger bet on AI. Is that split real? Have you just made that jump? Is that the future of the platform, or are you in the middle?</strong></p>

<p class="wp-block-paragraph">The approach we take right now for what we call the L2+, which essentially is mapless. As you said correctly, the model will definitely need more data, and to cover more corner cases. And the model is getting bigger as we speak as well, for this generation, next generation. We are going to use a much bigger model with more parameters. Foundation models will also play a big role here. To be able to make this model very capable, more data is very, very critical. But on the other hand, the trend of using a foundation model, which is already trained with internet data, can help as well. That&#8217;s why I emphasized quite a few times the connection with the foundation model effort inside Nvidia.</p>

<p class="wp-block-paragraph">With the reasoning model, and the foundation model, we can leverage from the frontier model perspective, and leverage the internet to scale data to be able to help the vehicle to generalize better, even without the vehicle-specific data. This is the main direction we are betting on, towards a higher level of autonomy, especially Level 4. This is one of the main work threads we are focusing on right now.</p>

<p class="wp-block-paragraph">Back to OEM, I think being able to leverage what we have built upon through our collaborations with the existing engagement and our massive capability for data generation using synthetic datasets and neuro reconstruction — as well as being able to leverage the foundation model capability which is trained from more general data, but which will help the model to reason better, to generalize better — these are the things we can offer to our customers.</p>

<p class="wp-block-paragraph"><strong>I feel like I have to ask about safety now. I&#8217;m sure it&#8217;s more complicated than this, but you&#8217;re talking about a foundation model reasoning through self-driving. And all I have in my head is ChatGPT apologizing to me because it got it wrong while the car crashes, or one of those horrible long latency loops where the model goes off in the wrong direction and realizes it. And then you can look at the chain of thought and it&#8217;s like, oh, it got it totally wrong. It feels bad in the way that Anthropic believes that Claude feels bad. None of that seems compatible with the very real-time nature of driving a car. How do you bridge that gap? Latency, the need to have one of those big models in the background, the sort of reasoning tangents that the models can go on. How is that compatible with driving a car?</strong></p>

<p class="wp-block-paragraph">Safety is so important to us and it&#8217;s so important for the AV industry. Let me answer your question by approaching different layers of our offering. To address safety is obviously not new for the auto industry and we have developed a very sophisticated development protocol and also a validation protocol to be able to prove the software is safe. That&#8217;s called ISO 26262. We actually develop our hardware and operating system (OS) level software and the application level software to the highest standard of safety, which is very important and critical to being able to deploy anything to drive the car. That&#8217;s number one.</p>

<p class="wp-block-paragraph">Number two is that we take a slight different approach than some of the players in this space. We actually have a redundant stack even for our L2++ or ADAS function. Other than that is the end-to-end model, which is basically pixel-in, trajectory-out. We also have a classical stack which is more developed based on this safety standard as we know it. It&#8217;s a component basically. It&#8217;s a stack with many components and each component can be verified using this known standard. That&#8217;s what I refer to as a classical stack. And when you have two stacks running in parallel, the classical stack acts like what we sometimes call Big Brother, but essentially it&#8217;s a safety guardrail. It tries to verify all the trajectories from the end-to-end model and use the known safety standard to verify it&#8217;s safe at every frame.</p>

<p class="wp-block-paragraph">That&#8217;s a very important concept we have. And not only a concept, but the implementation we have in our stack. We will take this, which will be so critical for higher level autonomy, L4. This is also the foundation of our L4 stack where we have full redundancy, not only as a sensor set, but as a software architecture set. This second point is to answer your safety question.</p>

<p class="wp-block-paragraph">Number three, when we develop the model, we are also trying to make the model reduce the hallucination as much as we can. The way to do that is through massive validation. We are building massive simulation test data for every model we release. Right now we are looking at running five million tests in our program every day.</p>

<p class="wp-block-paragraph">Roughly every day we have a 10 iteration of the model, the end-to-end model. We are doing really massive validation to make sure in all these scenarios – you can think of that as every tested test scenario – the model is generating the right trajectory. That&#8217;s also super critical for us. So this is what we do to make sure our product is safe.</p>

<p class="wp-block-paragraph"><strong>Let me ask you a really dumb question I&#8217;m really curious about. You&#8217;ve talked a lot about the model and how it will operate the car. And yes, the classical stack is the safety guardrail. Is the model reasoning in language like every other model? Is it sitting there in the background saying, &#8220;I see a stop sign. What do I do? I&#8217;d better stop. I&#8217;m going to go hit the brakes,&#8221; the way that any sort of general model reasons in language in the background?</strong></p>

<p class="wp-block-paragraph">The short answer is yes. In our next-generation model, which we are going to deploy in the next generation of vehicles&#8230; Because the current generation has a more or less limited computer, the next generation is SOAR-based. We will have the model trained with language embedded. Being able to reason through language is very important. You can also chat with the model. You can ask the model about what it&#8217;s doing and then you can also ask a model to speed up or slow down and make a lane change, for example.</p>

<p class="wp-block-paragraph"><strong>As it&#8217;s literally driving, it&#8217;s saying to itself, &#8220;I see a car over there. I need to change lanes to get ready for the exit that&#8217;s coming in a couple miles.&#8221; And it&#8217;s doing that in language to operate the car?</strong></p>

<p class="wp-block-paragraph">I think it&#8217;s combination of things. Language is already embedding the model, but the vision signal is also super important, as you know.</p>

<p class="wp-block-paragraph">I want to say it&#8217;s multi-model, but language is part of it. As you know, the model is black box. We don&#8217;t exactly know what it is exactly doing, but you can ask about it and then the model will answer what it&#8217;s trying to do.&nbsp;</p>

<p class="wp-block-paragraph"><strong>I just have this vision of a chatbot model freaking out as it careens on the highway at 55 miles an hour.</strong></p>

<p class="wp-block-paragraph">Actually, GTC Taiwan <a href="https://www.youtube.com/watch?v=bvg4zdOeFMk&amp;t=181s">released a video</a> that showed that the model is talking constantly. It can be quite annoying if you really try to hear everything the model is trying to reason about.</p>

<p class="wp-block-paragraph"><strong>What&#8217;s the latency on that? Obviously you&#8217;re deploying the systems, it must be working, but is there an attempt to reduce the latency of that? I feel like language is inherently slow compared to what you need to do to drive. I&#8217;m not thinking in language when I drive my car.</strong></p>

<p class="wp-block-paragraph">100%. That&#8217;s why I said it&#8217;s multi-model. But to reduce the end-to-end latency is super important. Actually, that&#8217;s one of the key advantages of deploying, driving the car with a model. Because if you think about it, the old stack or the classical stack which has multiple components, it usually takes multiple hundred milliseconds. But with a model, because it&#8217;s just inference time, it&#8217;s separate from input, which is pixel and trajectory. You can reduce the latency, depending on the computer capability you have, obviously. But even in the current generation, we control it to be within 100 milliseconds, which is pretty fast.</p>

<p class="wp-block-paragraph">Regarding the language reasoning, if you think about it, well, that&#8217;s the human brain, right? If you think about it, I would say the information rate is already abstracted. The information rate is not super high. And we are using the internet data to train this kind of language-based reasoning capability. I think the latency is well under control, let me put it that way. And again, you are not driving the car with language only. That&#8217;s a key thing, as I said. Usually the reasoning part is, I believe, slower. Again, we don&#8217;t know exactly what the model is doing, but the pixel part, that&#8217;s what drives the basic instantaneous reaction of the vehicle.</p>

<p class="wp-block-paragraph"><strong>Yeah. If you ask <a href="https://www.theverge.com/report/883769/anthropic-claude-conscious-alive-moral-patient-constitution">Anthropic</a>, they will tell you that Claude has feelings and emotions and he can get scared.</strong></p>

<p class="wp-block-paragraph">Uh-huh.</p>

<p class="wp-block-paragraph"><strong>Do you think about that? Do you think your models have emotions when they&#8217;re driving the car?</strong></p>

<p class="wp-block-paragraph">We&#8217;ll use the guardrail to make sure it doesn&#8217;t get too moody.</p>

<p class="wp-block-paragraph"><strong><em>[Laughs] </em>I&#8217;m just curious. I mean, like you said, we don&#8217;t know how the models are working. I literally have a vision of the model being like, &#8220;Oh my God, I&#8217;m going so fast.&#8221; But maybe the classical system will cut that down.</strong></p>

<p class="wp-block-paragraph">Yeah. Yeah.</p>

<p class="wp-block-paragraph"><strong>Is all this running locally in the car?</strong></p>

<p class="wp-block-paragraph">No, no, no, no. All these validate offline. But the second part with the safety guardrail, when we run two stacks in parallel, that&#8217;s definitely in the car. And in the car at every frame, the software in our ADAS ECU, we are comparing the trajectory from both the classical stack and the end-to-end model to make sure the model is outputting a safe basic trajectory.</p>

<p class="wp-block-paragraph"><strong>So do the cars require fast connectivity to be autonomous with your approach?</strong></p>

<p class="wp-block-paragraph">Not necessarily, but we do require some connectivity to get navigation information and some map information. Most of these are navigation maps. So to help not only the model side and also the classical stack, we do use some of the navigation mapping information to help us understand the world better.</p>

<p class="wp-block-paragraph"><strong>I&#8217;m only asking because I covered the launch of 5G networks in great detail and all of the telecom companies promised me that 5G would enable autonomous cars. And it seems like your approach is the one that will lean the most heavily on low latency networks in that way.</strong></p>

<p class="wp-block-paragraph">This is not wrong, but on the other hand, the car has to drive autonomously in a complete blind spot as well. Real-time low latency, I would say content dependency, has that dependency in the cloud. At least for the ADAS kind of application — L2+ is what we call it — which is meant to work everywhere, building that dependency is not a good idea.</p>

<p class="wp-block-paragraph"><strong>Yeah. When you get to Level 4, Level 5, that&#8217;s when you have connectivity dependency.</strong></p>

<p class="wp-block-paragraph">That&#8217;s right. Yes. Yeah.</p>

<p class="wp-block-paragraph"><strong>What happens when you lose the connectivity at Level 4 autonomy? When you&#8217;re at Level 5 and you don&#8217;t have a steering wheel anymore and you lose connectivity, what happens?</strong></p>

<p class="wp-block-paragraph">In Level 4, you can think of connectivity as a kind of sensor. The basic driving capability cannot have huge dependency on that. And one of the core concepts of developing Level 4 technology is you have sensor redundancy. That&#8217;s not only for GPS, but also for camera, radar, everything you see. For every single point of failure, the car has to be able to drive safely. It&#8217;s like if you suddenly lost a GPS, but the car has a local perception, it needs to be able to get to a safe point and pull over. That&#8217;s a minimum requirement an L4 system needs to have. This is the basic L4 principle to be able to develop such a system.</p>

<p class="wp-block-paragraph"><strong>I&#8217;m very curious about where all of the sensor stacks live in the car, how much compute is in the car, how much RAM we need to put in cars at a time of increasing RAM prices. This all seems like a lot of extra cost to layer into cars which are increasingly getting more expensive and which consumers, at least in the United States, feel like they&#8217;re rebelling against in lots of ways.</strong></p>

<p class="wp-block-paragraph">That&#8217;s right.</p>

<p class="wp-block-paragraph"><strong>I can look at our own website traffic; everybody wants to </strong><a href="https://www.theverge.com/transportation/955454/slate-truck-ev-price-drive-specs-minimalism"><strong>buy a Slate truck</strong></a><strong> for $25,000 and it doesn&#8217;t even have a radio. That&#8217;s just a battery on wheels. That&#8217;s that whole car. It doesn&#8217;t even have a paint job. We&#8217;re getting rid of paint jobs on the cars now to keep the cost down. You&#8217;re talking about a lot of compute in the car, a lot of connectivity, maybe a bunch of RAM to load the models on.</strong></p>

<p class="wp-block-paragraph">That&#8217;s right.</p>

<p class="wp-block-paragraph"><strong>How does that play out? Does that push you more into that robotaxi model or do you think people are just going to buy expensive self-driving cars?</strong></p>

<p class="wp-block-paragraph">Definitely building autonomous cars needs a lot of hardware, but the other trend is that the hardware cost is dropping pretty rapidly as the technology becomes more mature. For example, radar. Even in my career, I have seen radar prices probably drop by at least four or five times over 15 years, because of the volume getting much bigger and bigger than the cost. I have witnessed the drop of camera sensor prices as well. There are more competitors and the competition brings lower prices when the volume becomes bigger. The scale effect is definitely there right now in ADAS and all the components become much more mature and to some level of commodity.</p>

<p class="wp-block-paragraph">As you know, the computer&#8217;s growing at such a rapid pace. We talked about Moore&#8217;s Law in the semiconductor industry some time ago, but in the autonomous driving segment, the computer need has been growing at a really astonishing pace. Roughly we are talking about 10 times every two years. It&#8217;s insane. And right now, with the success of AI and obviously Nvidia, we will be able to provide this kind of massive compute to cars at an affordable price.</p>

<p class="wp-block-paragraph"><strong>In the cloud or in the car?</strong></p>

<p class="wp-block-paragraph">In the car.</p>

<p class="wp-block-paragraph"><strong>I asked you about fighting for training capacity earlier. Do you have to fight for fabrication capacity too?</strong></p>

<p class="wp-block-paragraph">Oh yes.</p>

<p class="wp-block-paragraph"><strong>Because those costs are going up for everybody.</strong></p>

<p class="wp-block-paragraph">Yes, of course. Yes.</p>

<p class="wp-block-paragraph"><strong>I&#8217;m curious, it&#8217;s Nvidia&#8217;s demand that&#8217;s <a href="https://www.theverge.com/news/839353/pc-ram-shortage-pricing-spike-news">driving up the cost for everybody</a>. So how do you go get fab capacity when the other divisions at Nvidia are willing to pay whatever rates anyone demands?</strong></p>

<p class="wp-block-paragraph">Well, it’s the same answer I’ve given you. I don&#8217;t know if there&#8217;s anything more I can say because we are such a strategic company and our automotive business is doing well as well, but not at the pace of our data center business, obviously. But we are strong believers — Jensen himself, as well — in the AV future. We keep investing in this technology and in this future, not only by allocating internal compute, but with fab capacity as well. That&#8217;s definitely one of the things we are looking into.&nbsp;</p>

<p class="wp-block-paragraph">Actually, most likely even the chip price will need to go up, because of this intense demand for every chip everybody can grab onto. The positive side is that the technology is really getting [good]. I talked about the chip side and also I talked a little bit about the sensor side. I talked about Hyperion, which is a product-ready, compute-plus-sensor kind of platform. So we are really trying to balance between the cost and what we can do. We are looking at what we call the sufficient necessary sensor set to achieve a high level of autonomy.</p>

<p class="wp-block-paragraph">In Hyperion 10, for example, we really offer two versions. One is a base, which is mostly cameras: 10 cameras, three radars, no lidar. It&#8217;s a very cost-effective way to build a L2++ ADAS kind of vehicle. And on the other hand, for the high end, is what we call the Hyperion High: we provide the sensor set required, which has, I think, 14 cameras, three lidars, and seven radars to have enough sensor redundancy to be able to drive L4.</p>

<p class="wp-block-paragraph">You need ECU redundancy as well. You need our next generation – well, actually, to be more precise, the current generation SOAR-based computer platform. Just imagine you have a car that can really drive by itself. We believe with this sensor set and this computer architecture, we can get to that level of autonomy which can justify the cost.</p>

<p class="wp-block-paragraph"><strong>The minimum sensor set for autonomy feels hotly debated. It&#8217;s been hotly debated for a long time. I think <a href="https://www.theverge.com/transportation/962309/new-jersey-robotaxi-bill-lidar-tesla">Elon Musk saying</a> that he thought lidar was a local maximum ages ago was the beginning of this debate. This debate has not quelled in any way, shape, or form. Do you think Level 4 requires lidar?</strong></p>

<p class="wp-block-paragraph">The short answer is yes. We believe that lidar is the important sensor to provide the safety and the redundancy required for Level 4 autonomy. But on the other hand, it&#8217;s difficult to say it&#8217;s 100% necessary. We believe this is a very feasible path based on Hyperion 10’s high-sensor configuration to get to both really high-level urban and highway Level 4 capability. On the other hand, theoretically, people can prove out with massive mileage that lidar may not be necessary. But it will come with the ODD limitation, essentially.</p>

<p class="wp-block-paragraph"><strong>Sorry, what&#8217;s the ODD limitation?</strong></p>

<p class="wp-block-paragraph">Operational design domain (<a href="https://autowarefoundation.github.io/LSA-reference-design-docs/main/odd-definition/">ODD</a>) is basically an applicable domain. You can deploy the technology. We have done quite a bit of analysis on this. Based on our current understanding and the framework we use to do this analysis, we believe that to deploy this L4 technology in all the ODDs that our customer can benefit from, it&#8217;s much better to have lidar as compared to not having it.</p>

<p class="wp-block-paragraph"><strong>When you look at <a href="https://www.theverge.com/transportation/922900/tesla-10-billion-miles-unsupervised-fsd-robotaxi-elon-musk">where Tesla is</a> with full self-driving and their vehicles and their absolute commitment to being a vision-based system, do you think that they are currently ahead of you? Do you think they&#8217;re at parity? Do you think they&#8217;re behind you?</strong></p>

<p class="wp-block-paragraph">There are two levels of answer to this question. For the basic L2++ technology, Elon is probably ahead of everybody. He had a division a long time ago and he has stuck to the vision for a long time to develop and test the technology among a massive fleet. Nobody would argue that Elon is ahead of everybody in the ADAS market and everybody is playing a catch-up game, essentially. And we are very happy, actually, that Elon is so successful. Obviously, Elon is a big customer for us as well, for both SpaceX and Tesla on the GPU computer side. We are supporting him and his team to make sure they&#8217;re successful.</p>

<p class="wp-block-paragraph">For Level 4, I think it&#8217;s more open. There are established players who are proven, like Waymo, who are already taking customers to really experience the L4 using the methodologies they use. Tesla is probably still trying to find the path there. We don&#8217;t try to pick winners, but we are trying to help everybody to be able to develop that technology. Our mission is really to try to make the AV ecosystem get to this vision of every mile, everything that moves will be autonomous. This kind of vision becomes a reality.</p>

<p class="wp-block-paragraph"><strong>Have you had conversations with Tesla executives about using lidar? It seems oddly religious for no reason, especially if the costs are coming down as you say. At some point, if the better technology solution is right there, it feels like everyone should just use it. Have you had those conversations?</strong></p>

<p class="wp-block-paragraph">Well, actually no, not myself. My team definitely has. I&#8217;m looking forward to having that conversation with them. Much of this is just basic science and reasoning. It&#8217;s good to hear their views as well.</p>

<p class="wp-block-paragraph"><strong>I want to wrap up by talking about something that maybe is the least in your control. Models are going to keep getting better, Nvidia is going to keep making chips, maybe customers are going to keep demanding self-driving. That all feels like something you have a handle on.</strong></p>

<p class="wp-block-paragraph"><strong>But the auto market, the cutting edge of the auto market is happening in China. I think we can just agree on this. US consumers open TikTok and see car influencers talking about BYD vehicles and they complain in the comments that they can&#8217;t get those cars. I watched a video of a Buick that is in China. It&#8217;s a Buick EV that you can&#8217;t get in the United States and US customers are furious that Buick is making better cars in China than they&#8217;re making here.</strong></p>

<p class="wp-block-paragraph"><strong>There are <a href="https://www.theverge.com/2024/9/23/24252043/us-ban-china-car-software-ev-tariff-biden">a lot of trade barriers</a> between the United States and China. Nvidia sits in the middle of that fight in all kinds of ways, whether it&#8217;s tariffs on imports of car components, or <a href="https://www.bbc.com/news/articles/ckg9q635q6po">literal blocks</a> on what chips can be sold and where the revenue from those chips go. As you try to push the car market forward, how does the US-China trade chaos play into it? Is that something you think about? Is it something that&#8217;s slowing the industry down? Is it something that you can push through?</strong></p>

<p class="wp-block-paragraph">Well, I certainly believe the policymakers have their reasoning and rationale to make the policy as we see right now. As Nvidia, we are an open ecosystem player. We still have a lot of customers in China. We try to help… For example, we are still supplying in-car inference chips because they&#8217;re still below the threshold of <a href="https://www.nytimes.com/2026/05/21/business/china-nvidia-chip-trump-ai.html">what GPU is allowed to sell</a> in the China market. We are also working with all the Chinese OEMs. Actually, not all of them, obviously, but quite a few of them, to help on the infrastructure side by supplying simulation tools. We are working with them on open-source models, Cosmos and Alpamayo. On one hand, we can help them to make their models better. On the other hand, we can also learn from the competition in the China market.</p>

<p class="wp-block-paragraph">We are also working very closely with the rest of the world’s OEMs, and we try to supply all Nvidia platforms and at different layers to different OEMs to help them to be successful as well. Again, we don&#8217;t pick winners and we try to work with everybody. The mission is super clear and we try to make this vision become reality as much as possible.</p>

<p class="wp-block-paragraph"><strong>When you talk about sharing data between OEMs to train the models better and to make them more capable, are there any regulatory roadblocks or competitive roadblocks between sharing data from Chinese OEMs and American and European OEMs?</strong></p>

<p class="wp-block-paragraph">Oh yes, of course. Not only China but other regions have restrictions as well. For example, Europe has certain regulations regarding data. We are conformed to all the local regulations to make sure we are compliant with different regions.</p>

<p class="wp-block-paragraph"><strong>Does that mean that regional variants of the models have different capabilities or they&#8217;re better at different things? Because if the input data is different, it seems like maybe the output will be different as well.</strong></p>

<p class="wp-block-paragraph">Absolutely. Well, first of all, for the production model, we try not to fork it as much as we can, but there will be basic regional differences. The model will behave differently in different regions based on the input. Some of the things are what we call country-coded. So obviously the rules are quite different in different regions like in Europe as compared to the US. Some adaptation is required and some parameters are different as well. Yeah, it&#8217;s quite an interesting journey trying to scale the technology into different parts of the world.</p>

<p class="wp-block-paragraph"><strong>Do you think that — based on the different regulatory approaches, the different data approaches, different input data, the different configuration of the OEMs and what they&#8217;re willing to invest in, the different subsidies from the governments — China will get to Level 4 as a mainstream self-driving experience first? Because if I had to look at it, I would bet that Level 4 self-driving will happen in China way before it happens in the United States as a mainstream experience.</strong></p>

<p class="wp-block-paragraph">I actually don&#8217;t think that&#8217;s true. As you know, Waymo is already getting everybody to an L4 experience, at least in certain ODDs in San Francisco, and they&#8217;re scaling pretty fast. China is obviously a much more dynamic competing market and there are quite a few players there. But my experience is that all of them have the maturity of Waymo, at least in San Francisco. We are trying to help everybody in the ecosystem.</p>

<p class="wp-block-paragraph">From an OEM perspective, it&#8217;s a different competition landscape, but even on the OEM side, I think different regions have different kind of&#8230; Well, one side is that Chinese streets are also much more challenging as compared to US streets. And the Level 4, I would sometimes call it a zero-pne game. Either you have it or you don&#8217;t have it. As of today, I think the only one who really has proven that L4 can be safely deployable to every customer without a driver in a city-sized region without any limitation is still in the US or in China.</p>

<p class="wp-block-paragraph"><strong>Yeah, that&#8217;s Waymo. I think Waymo is going to be very flattered to hear them described as a mainstream experience. I will accept that for some subset of people in San Francisco, Waymo is a mainstream experience. I think for the vast majority of Americans it is <a href="https://www.theverge.com/transportation/936129/waymo-freeway-suspend-atlanta-san-antonio-flood-pause">not yet</a>. And that is the big turn, right?</strong></p>

<p class="wp-block-paragraph"><strong>When can a Waymo <a href="https://www.theverge.com/transportation/805471/waymo-robotaxi-winter-snow-weather-testing">work in the snow</a>? When are they going to deploy them <a href="https://www.nbcchicago.com/news/local/waymos-self-driving-taxis-could-be-headed-for-the-chicago-area-despite-safety-concerns/3886029/">in Chicago</a>?</strong></p>

<p class="wp-block-paragraph">And in New York City.</p>

<p class="wp-block-paragraph"><strong>As somebody who was in Chicago for a long time, I&#8217;m very curious how that goes in Chicago and New York City. The question I have is whether the mainstream experience feels like you just buy a car and Level 2 ADAS is kind of a commodity in cars now. Level 4 will be a mainstream commodity in cars. You push the button and it starts driving itself. How far away do you think we are from that?</strong></p>

<p class="wp-block-paragraph">That&#8217;s exactly my mission, trying to help the industry to get there. I would say if I need to give a time, I wouldn&#8217;t say five years, but less than five years.</p>

<p class="wp-block-paragraph"><strong>That is a bold prediction. I think we&#8217;re going to leave it there, because we&#8217;re at time. You&#8217;ve been really great, Xinzhou. I&#8217;m excited to talk to you again. We&#8217;ll have you back before five years to check in on that prediction. But what should we be looking for next from Nvidia?</strong></p>

<p class="wp-block-paragraph">There are quite a few things we are planning. First of all, by the end of this year, we are rolling out our technology on the ADAS side in all Mercedes vehicles and some other partners as well, all over the United States. Starting in the next few years, we’ll try to roll out this technology to the rest of the world. Meanwhile, we are also working closely with our partners, for example, Uber. We announced that at GTC, we are trying to roll out our L4 service in the next few years. It&#8217;s super exciting.</p>

<p class="wp-block-paragraph">On top of that, we are, again, an ecosystem player. We are working with almost all OEMs. Right now, I would say 80% of the mass-production OEMs are in Nvidia&#8217;s Hyperion ecosystem for L4. We are building this future with everybody. Hopefully you&#8217;ll see more exciting announcements from us somewhere down the road.&nbsp;</p>

<p class="wp-block-paragraph"><strong>Well, like I said, we&#8217;ll have to have you back soon. Thank you so much for being on </strong><strong><em>Decoder</em></strong><strong>.</strong></p>

<p class="wp-block-paragraph">Thanks for having me, Nilay. It&#8217;s very nice chatting with you.</p>

<p class="wp-block-paragraph"><em><sub>Questions or comments? Hit us up at decoder@theverge.com. We really do read every email!</sub></em></p>
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			<entry>
			
			<author>
				<name>David Pierce</name>
			</author>
			
			<title type="html"><![CDATA[How Philips Hue got the smart home right]]></title>
			<link rel="alternate" type="text/html" href="https://www.theverge.com/podcast/964515/philips-hue-smart-lights-version-history" />
			<id>https://www.theverge.com/?p=964515</id>
			<updated>2026-07-12T10:38:01-04:00</updated>
			<published>2026-07-12T10:38:01-04:00</published>
			<category scheme="https://www.theverge.com" term="Gadgets" /><category scheme="https://www.theverge.com" term="Podcasts" /><category scheme="https://www.theverge.com" term="Smart Home" /><category scheme="https://www.theverge.com" term="Tech" /><category scheme="https://www.theverge.com" term="Version History" />
							<summary type="html"><![CDATA[The state of the smart home can be frustrating, because it is just so obvious how things ought to work. You should be able to control everything from everywhere. Your spaces should adapt to what you're doing and how you're feeling. Making your home smart shouldn't require renovating, and the smarts should be mostly invisible. [&#8230;]]]></summary>
			
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<img alt="" data-caption="A photo of a lightbulb glowing purple. | Photo: Amelia Holowaty Krales / The Verge" data-portal-copyright="Photo: Amelia Holowaty Krales / The Verge" data-has-syndication-rights="1" src="https://platform.theverge.com/wp-content/uploads/sites/2/2026/07/VRH_Hue_Site.jpg?quality=90&#038;strip=all&#038;crop=0,0,100,100" />
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	A photo of a lightbulb glowing purple. | Photo: Amelia Holowaty Krales / The Verge	</figcaption>
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<p class="wp-block-paragraph">The state of the smart home can be frustrating, because it is just so obvious how things <em>ought</em> to work. You should be able to control everything from everywhere. Your spaces should adapt to what you're doing and how you're feeling. Making your home smart shouldn't require renovating, and the smarts should be mostly invisible. All of this is, of course, incredibly hard to pull off - but the goal is pretty clear.</p>
<p class="wp-block-paragraph">Until now, maybe no product has come closer to nailing the smart home than Philips Hue. And on <a href="https://pod.link/1840983742">this episode of <em>Version History</em></a>, we dig into all the things Hue got right. <em>The Verge</em>'s David Pierce and Jennifer Pattison Tuohy are joined …</p>
<p><a href="https://www.theverge.com/podcast/964515/philips-hue-smart-lights-version-history">Read the full story at The Verge.</a></p>
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