EP 8: The Accelerationists

20 Nov 2025 · 54 min · 20 chapters

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In short

The episode follows the hosts’ reporting from the UN-hosted “AI for Good” conference in Geneva, then pivots to a debate about “accelerationists” who argue advanced AI should be developed faster rather than slowed. Key examples at the conference include Harvard geneticist David Sinclair claiming AI could help create an anti-aging pill that resets age, with targets of living to 120–150; robot tutors/elder-care robots; a French neuroscientist Olivier Houllier’s “AI crown” that lets a paralyzed man Rodrigo Mendes drive a Formula One race car via mind control; and Dutch roboticist Guido de Kroon’s insect-sized soft drones for precision agriculture to improve yields and reduce resource use.

Guests

Reid Hoffman (LinkedIn founder; early OpenAI investor/board member; PayPal Mafia; Democratic donor) and Gilverdom “Beth Jaisos” (effective accelerationist; co-founder of the “effective accelerationists” movement).

Key claims

accelerationists see AI as a “cognitive industrial revolution,” argue existential/job risks are a “portfolio,” and contend society’s pessimism and overregulation—not the tech itself—are the main danger.

Written by AI. May contain mistakes. Listen to the episode to check what was said.

Chapters

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The AI for Good Conference

1:45 to 2:27

Discussion about the attendees and aims of the AI for Good conference.

“Where, broadly speaking, the sentiments around the future with AI were pretty bright.”

AI and Longevity

2:28 to 3:56

Insights on AI's potential in extending human life through a new medication.

“So in some ways, this room is like the heavy hitters.”

Advancements in AI Robotics

4:04 to 8:31

Exploration of AI-powered robots and their applications in various fields.

“where people could interact with some of the latest AI-powered robots.”

The Accelerationists' Perspective

8:32 to 9:34

Introduction to accelerationists who advocate for rapid AI development despite risks.

“where the sight of millions and maybe billions of these things flying around farms will become just as common as the sight of a tractor.”

The Accelerationists' Perspective

9:50 to 10:19

Introduction to accelerationists who advocate for rapid AI development despite risks.

“This is Matt, co-founder here at Longview, where we report stories that are grounded in curiosity and context, not political bias.”

The Philosophy of Accelerationists

12:17 to 14:00

Discussion on the beliefs of accelerationists regarding AI risks and benefits.

“I believe it's going to change the world more than anything in the history of mankind, more than electricity.”

The Accelerationist Perspective on AI Risks

14:00 to 17:36

Explore the accelerationist viewpoint that downplays AI risks and emphasizes technological progress.

“The thing that the technology industry does best is improve material quality of life.”

Profiles of Key Accelerationists

17:36 to 21:50

Learn about notable figures in the accelerationist movement and their differing views on AI's future.

“And he's also someone who has become a very large donor to the Democratic Party in the last several elections.”

Critique of Safetyism and Regulation

21:50 to 25:38

Discuss the dangers of safetyism and overregulation in various sectors and their impact on innovation.

“I want to know why you came to see this as a necessary project.”

Reflections on AGI and Silicon Valley's Concerns

25:38 to 28:00

Examine the historical context and concerns regarding AGI from Silicon Valley insiders.

“You give up control to these centralized institutions and these committees and you give up your power.”
Show all 20 chapters

Silicon Valley's Perspective on AGI

28:00 to 30:03

Explore how Silicon Valley views AGI's potential and historical parallels.

“Essentially, about how the thing that the company was making, the company understood it as having this unimaginable amount of potential, but also an unimaginable amount of power.”

Existential Risks of AGI

30:03 to 32:09

Discuss the existential risks posed by AGI compared to other global threats.

“And of course, I have enough self-reflection to know this is amazingly rare, right?”

The Cognitive Industrial Revolution

32:09 to 34:21

Understand the transformative potential of AI as a cognitive revolution.

“Now, on existential risk, the reason why I think the analytic frame is wrong is they look at AI only as a potential add to a negative risk.”

Human Nature and Problem Solving

34:21 to 36:20

Examine how human nature influences our ability to solve AGI-related issues.

“I don't think there's any way that we as human beings and societies go through these transitions without a lot of difficulty and turmoil and chaos.”

The Debate on AI Safety Research

36:20 to 39:35

Analyze the role and effectiveness of AI safety research in AGI development.

“Like, for example, if you said, before I'm going to deploy a car, I'm going to think of every possible thing to go wrong and prevent everything.”

Concerns from AI Pioneers

39:35 to 42:01

Delve into the concerns voiced by prominent figures in AI about its future.

“I do think it was moderately too much fear by some individuals.”

Debating Accelerationism and Humanity's Future

42:01 to 44:23

Explore the implications of accelerationism and the importance of constructive dialogue about technology's role in society.

“And so it's like, well, they can't be thinking about safety the right way, they can't be serious, they have a profit motive, etc., etc.”

Embracing Optimism in a Changing World

44:23 to 47:19

Understand the potential for building a better future through technology and the importance of optimism over pessimism.

“we were going to live events where you had representatives from the accelerationist camp, the scout camp, and the AI Doomer camp engaging in public debates about this?”

Navigating the Transformation Ahead

47:19 to 50:28

Learn about the potential challenges and opportunities in the upcoming technological transformation reminiscent of the Industrial Revolution.

“We live in a time of extreme opportunity right now.”

Understanding the AI Debate

50:28 to 51:54

Delve into the significance of AI and the varying perspectives on its impact and regulation.

“But this is a story that in many ways has only just begun.”
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Transcript

Automatic transcript. May contain errors.

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0:53Indeed.com slash podcast. Terms and conditions apply. Need a hiring hero? This is a job for Indeed-sponsored jobs. Test one, test two. Okay. We are at the AI for Good conference in Geneva, Switzerland, and it is packed. This is The Last Invention. I'm Gregory Warner. AI is here. And you could argue that we're in a new reality where we need to recognize not just the pace, but the permanence of change. Back in the summer of 2025, Andy Mills and I went to this conference hosted by the United Nations. We are the AI generation. Called AI for Good. And simply put, the goal of AI for Good is to help solve the world's most pressing challenges using AI.

1:49Where, broadly speaking, the sentiments around the future with AI were pretty bright. And when you think about artificial intelligence, how does it make you feel? I'm excited about it. I'm very excited about it, yeah. I feel very happy to be part of it. And the theme of this gathering of world leaders and technologists was unlocking AI's potential to serve humanity. We are the generation that is determined, ladies and gentlemen, determined to shape AI for good.

2:26Take a tour. Take a tour here. Take me a tour, Andy. So in some ways, this room is like the heavy hitters. This is a lot of adults in this room. So for three days, there were all sorts of people, humanitarians, academics. A lot of big technology companies are here. Microsoft, Amazon. Representatives from big tech labs like Meta, Huawei. This company, Google, have you heard of them? Pretty big company. As well as dignitaries and representatives from all these different nations around the globe. They got together to showcase how AI might be harnessed to solve climate change, poverty, and many of the world's most pressing problems.

3:05For example, Harvard University geneticist David Sinclair was there, and he gave this presentation. So what I'm going to talk to you today about is using AI to tackle the major cause of illness on the planet. And of course, I'm talking about the aging process. About how his team is using AI in research to create a medication that could radically extend human life. And so this might be the future of medicine, a very simple pill that you can take that resets your age. You take it, and every 10 years, your doctor gives you a new pill to take for a couple of months. His team envisions a near future where humans may regularly live to be 120 or even 150 years old.

3:48That's what we're aiming for. I can't promise we're going to get there in the next few years, but I can tell you that I can see how this future is going to happen very likely within our generation and certainly within our children's generations.

4:03This conference also had this convention hall where people could interact with some of the latest AI-powered robots. This is like the robot section. The rapid advancement of AI is truly incredible. It's like watching a fascinating story unfold. This is insane. There were robot tutors, robot teachers. All right, come on, come on, come on, little guy. robots to assist the elderly and disabled. I'm being followed by R2-D2 right now. Is this like the future, basically? I hope so. Robots that could perform complicated surgeries. There were also specialists showing off the ways that AI might enable pretty sci-fi-like human enhancements.

4:49So the first headset is what you describe as a crown. This French neuroscientist there named Olivier Houllier showed off this kind of AI crown. I'm putting it on your head at the moment. That he actually placed on Andy's head. And before I activate, I have to ask you, do you allow me to monitor your brainwaves? I allow you to monitor my brainwaves. I trust you. Thank you. And he explained that with this crown, just sitting on your head, a person could move objects around on a computer screen using only their mind. So with this device on my head, You're saying that I can move a mouse on my computer or I could type out words just by thinking about it.

5:30Yes. So the first thing that you're seeing is your brainwaves here. These are my brainwaves. Later, during this presentation to the whole conference, Olivier brought on stage a friend of his who has been paralyzed from the neck down for more than a decade. My dear friend Rodrigo Mendes, the very first person ever to mind control. And they showed how wearing this headset, this guy was able to drive a car. And not just any car, a Formula One race car, simply using his mind. Well, I was sitting in this race car, and thanks to AI, my brainwaves were converted into commands to the car, so I could accelerate, turn right, and turn left.

6:30And then there were those who were trying to use AI on a much more global scale. For example, we met this Dutch roboticist, Guido de Kroon. I want to develop safe robots and physically safe robots. And that's why I focus on really small, lightweight and soft drones. And he and his team are building these drones that are the size and shape of insects. One of the applications is in precision agriculture. And the goal of precision agriculture is to grow crop. And what they're working on is a way to solve world hunger. Because they imagine that greenhouses and farms across the world will one day be buzzing with these robotic insects that can scan each and every plant and then enable growers to produce way more food using far fewer resources.

7:20So a single tomato plant, you know how it's doing, how much water it needs, how many nutrients. You know whether there's a disease or plague so that you can act quickly and prevent it to spread. Gather data about each plant and come back and have a specific plan for each plant, like how much water to give that particular plant. Exactly. And eventually, he pulls out one of these insect drones to show us.

7:50Oh my God. And it flew around the room, like a little moth or a butterfly, on these soft, gentle wings. It flies by flapping its wings, so it's very different from the kind of drone that people are used to with the propellers. And it was amazing. It could actually land on my open palm. in this way that felt completely lifelike. Dude, this really feels alive. It's weird. I'm loving this guy. To me, it's really zen. I like it.

8:28And Ducron, he sees a day, not far in the future, where the sight of millions and maybe billions of these things flying around farms will become just as common as the sight of a tractor. And where this technology helps produce enough food to truly feed the world. Don't fly into the flame, little moth. It's actually quite agile. So if you want to fly, it's actually possible. For today, the case that we should accelerate the path to advanced AI. We meet the people who argue that the rewards far outweigh any risks and that a remarkably better future may be just around the corner. These are the accelerationists.

9:17After a short break, Andy walks us through who is making this case and sits down with a few accelerationists to ask why is it that they think that the real danger is not the technology, but society's pessimism? Stay with us.

9:49Hello, everyone. This is Matt, co-founder here at Longview, where we report stories that are grounded in curiosity and context, not political bias. As we say, it's not the left view, not the right view, but the long view. One way we sustain this business is by advertising, but we are also listener supported. And if you would like to go ad free and support us at any dollar amount that you'd like, you can do that by clicking on the link in our show notes or by going to longviewinvestigations.com. Until then, here is a brief message from our sponsors.

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11:47Lately, though, the shop's been quiet, so Hank decides to bring back the$1 slice. He asks Copilot in Microsoft Excel to look at his sales and costs and help him see if he can afford it. Copilot shows Hank where the money's going and which little extras make the dollar slice work. Now Hank's has a line out the door. Hank makes the pizza. Copilot handles the spreadsheets. Learn more at m365copilot.com slash work. All right, so way back at the start of the series, we introduced this group of techno-optimists, often called the accelerationists. The world as you know it is over. It's not about to be over.

12:27It's over. I believe it's going to change the world more than anything in the history of mankind, more than electricity. And while all of them are united in their optimism about the AI future, I've always believed that it's going to be the most important invention that humanity will ever make. A kid born today will never be smarter than AI. They do not agree about why we should be racing ahead. For example, if you look at the leaders of all of the big AI labs in the U.S. right now, folks like Sam Altman, Elon Musk, and Dario Amadei. We are rapidly running out of truly compelling reasons why this will not happen in the next few years.

13:04They actually agree with the AI doomers and the scouts that AGI poses a serious and even an existential risk. But I do think it's one of the existential risks that we face, and it's potentially the most pressing one. But they've just come to believe that the best way to protect humanity is to build a safe AGI before someone else builds a dangerous one. Even if one company was willing to slow down the technology, that doesn't stop all the other companies. That doesn't stop our geopolitical adversaries to whom this is a existential fight, fight, fight, fight for survival. This is the view that's essentially the only way to stop a bad guy with an AGI is a good guy with an AGI.

13:48We have to make sure that we're ahead of China and other authoritarian countries, both because I don't think they would use powerful AI very well. And because if we're not ahead, there's this racing dynamic. and yet somehow we have to also protect against the dangers of AI systems we ourselves build. Then there's this other group, also largely in Silicon Valley, who think that all of this AI danger and existential risk talk has been totally overblown and they do not want to see the fear about AI slow down human progress. The thing that the technology industry does best is improve material quality of life.

14:26I think that we should accelerate as hard into that as we possibly can. And I think the quote unquote risks around that are greatly exaggerated, if not false. Why is all the worry about the technology going badly wrong? And why are people not worried enough about it not happening? This is where you get some of the biggest investors in artificial intelligence, people like Peter Thiel. Our entire civilization, our entire culture is predicated on accelerating technological change. And Mark Andreessen. Over time, net everything, technology has been primarily a force for good, primarily a force for progress.

14:59and basically you embrace it and support it and accelerate it as much as you can, and then you deal with the issues as they arise. And they view the fight for accelerating the AI future as one and the same as fighting for a better human future. I think the forces against basically technological progress, they're like the environmental movement I described. They're fundamentally, at some deep level, they're sort of anti-human. You know, they want fewer people and they want a lower quality living on Earth, and like I just, I very much disagree with both of those. And then there's this whole other wing of accelerationists that are proudly socialists.

15:28These are incredibly powerful levers to create social transformation. For example, I talked to Professor Alex Williams, who teaches at the University of East Anglia in the UK. Think about those billions of hours of human lifetime and ingenuity and intelligence and sweat that are being wasted on these tasks, which we probably have the technology now to automate. And he was telling me to just sit back and think about the fact that our society as it exists right now requires millions and millions of people to work at jobs that they find no meaning in. Jobs that are dangerous, jobs that are boring, working in mines, working in repetitive factory jobs.

16:19And that would be a global social good if we could eliminate that work. And the idea that AGI could replace those jobs, that would be a liberating force for the working class, unlike anything that they've ever experienced in history. And the reason that this group wants to go fast is because they say that this isn't a hypothetical situation. Those people are in miserable situations right now. And if we can alleviate their suffering, if we can help them materially, then we should do that as soon as possible.

17:01And so to make the case today, I've spoken to two very different kinds of accelerationists with very different politics. The first is a legendary investor, an inventor, and the founder of LinkedIn, Reid Hoffman. This is perhaps the most important moment in human history, maybe past the invention of fire. Reid was one of the earliest investors and a former board member at OpenAI. He was a member of what is often called the PayPal Mafia alongside Peter Thiel and Elon Musk. And he's also someone who has become a very large donor to the Democratic Party in the last several elections. And I should add that Reed is one of the people that does not like to be labeled an accelerationist, even if in the end he also wants to bring about the AI future as quickly as possible.

17:55For sure, future generations, which may not be further off than 10 to 20 years, will be looking back at this and going, this is one of those inflection moments in human history that's like a Cambrian explosion. And the second is the co-founder of the AI hardware company Xtropic, Gilverdom. Pretty clear. It's either, you know, adapt or die, as we say, accelerate or die. And those are our choices. Who's a guy who is better known by his wildly popular Twitter persona, Beth Jaisos. He definitely embraces the identity of the accelerationist. He even co-founded this movement that he calls the effective accelerationists.

18:39which is kind of like a counter movement to William McCaskill and the effective altruists. And you are either in this branch that adapts and survives, or you are in the branch that resists adaptation and dies. And in recent years, his tweets have gained the attention of not just prominent people in Silicon Valley, but in Washington, D.C. And some of the ideas that he has been advocating for have been embraced both by the president and by Vice President Vance. Well, let's start with your vision of the future. Yeah. And I'm not talking about like the distant future where, you know, super intelligence leads to us traveling the galaxies and overcoming death and all that.

19:21I mean, the nearer term future. In a world where we keep accelerating towards better and better and more capable AI, give me a list of what you see as the changes coming our way that we should get excited about to counteract all of the changes that people are so worried about right now. Let's work through it. What would massively increase your quality of life? Well, if we had really cheap education, right? Let's say you had the best philosophers and scientists in the world as your personal tutor that understood your knowledge base, your limitations, your inclinations. We're basically close to being there already.

20:00Healthcare. Imagine having the best doctor everywhere on Earth, I mean, that's going to save countless lives. You know, if everyone had the equivalent of a doctor in their pocket that was free. And you're talking about truly universal healthcare access here, that if you've got the internet, you've got the best possible doctor in the world. Yeah, but even such things as you want to return to the manufacturing industry in America, AI is your only hope for it. And there's going to be factories for robots, factories for solar cells, factories for chips, for AI supercomputers. There's going to be a ton of demand for energy.

20:35There's a lot of building and work to do. So you're saying instead of this world of rampant unemployment and people wondering where they're going to make their money, you see us headed towards more money, more jobs. Yes, that is the goal. I mean, the whole point of acceleration is economic growth and prosperity. And so I think saying that the accelerated path is going to lead to less prosperity is literally antithetical to our core thesis. So that doesn't make sense. I think AI is uncategorically the best hope for accelerating prosperity. It will touch everything. And this is part of the thing when you get to the, well, why do you see such optimistic things for AI?

21:16The answer is everything that language touches will get massively transformed and amplified. And that's very core to who we are as human beings. And that is the real cost of having this sort of decelerative mindset is that you miss out on huge growth opportunities. So we have a choice here. Do we re-industrialize? Do we embrace AI? Do we embrace AI compute in America and capture a lot of the prosperity that will come with it? Or do we miss out and then our economy becomes hollow, right? That is the choice we have. So let's get into your project that you call effective accelerationism, this counter move to the effective altruists.

21:57I want to know why you came to see this as a necessary project. What is it that you were looking at? What inspired you to insert this bold-faced, unabashed, techno-AI optimism into the world back when you started it? Yeah, I was seeing a sort of pervasive and somewhat contagious pessimism throughout society. I mean, it was around 2021, 2022. Economy was kind of shaky. Everything was very uncertain. And I was seeing sort of the pessimists and the doomers being opportunistic while the world was undergoing a moment of uncertainty of higher anxiety that would sweep in and spread sort of negativity.

22:42And I was seeing sort of the movie play out where, you know, actually most of Silicon Valley was sort of part of this effective altruistic camp that kind of kept mutating and then became the sort of AI doomer camp. camp and that sort of mindset was the dominant mindset at all the AI labs, which I knew would accrue immense power. And broadly, I saw it as a sort of bioweapon defense project, but it's a mind bioweapon. So you saw this as an act of defense. Yeah. This idea that in the face of memetic despair and pessimism spreading through the internet, spreading through the culture, you're going to flood the internet you're going to flood the culture with this memetic optimism yeah exactly well to stay there just for another beat it was from you that I first learned of this concept hyperstition this theory that an idea often a fictional one can become a reality because enough people begin to believe in it and then that belief starts to dictate our actions and you have tied this concept in the past to the rise of safetyism in American culture.

23:59I think when people hear safetyism at this point, a lot of us think about Jonathan Haidt's work and about parenting and this idea that the fears that parents have have begun to dictate the lives of their children and rob them of having a childhood. And in the end, that ends up harming them more in the long run than anything that might've actually happened to them. But in your case, you're saying that safetyism is actually everywhere. Absolutely. Every institution, essentially. Well, make that case. And what is it that you've been fighting? What do you think is at stake if we keep moving towards more and more safetyism?

24:36Again, it's like hyperstition, you know, having beliefs about the world being in a certain state in the future amplifies its likelihood. And so I sought out to steer us towards an optimistic future by spreading sort of optimism so that people could realize these techno-optimistic futures. And clearly, you know, this is throughout everything. This is the reason, unfortunately, like there's been enough of this sort of overregulation that, you know, we can't build anything in the physical world anymore. It's very hard to build housing. It's very hard to build railways. You know, the medical field is highly overregulated.

25:13The cost of discovering drugs has scaled exponentially. The cost of housing is too high. The cost of education is too high. These are all sectors where there's been far too much regulation and there's been this sort of, you know, adding too much process, too many regulations, giving too much top-down control, too much top-down power to those that control these institutions. And in a way, you know, the more you are scared, the more anxious you are, then you give up more agency, give up more your freedoms, you give up almost everything. You give up control to these centralized institutions and these committees and you give up your power.

25:49And so, again, anxiety is a state where usually you're inclined to take action to reduce uncertainty about the future. And so, you know, by inducing anxiety, it serves those that are trying to kill variants because that feels like appeasing. It's like, ah, if we let you be free, then there's a potentially very bad outcome. Let's focus on that very bad outcome. Never mind the upsides and your freedoms and so on. Let's focus on that very bad outcome. Give me control. Give me power. And I will keep you safe. and you'll feel at peace. But until then, I will keep beating this drum that you are not safe.

26:25You should be very afraid and you should give me power. And so we had to change towards a culture of techno-optimism, of encouraging variants, encouraging exploration. Let's reimagine how we do everything. Let's reimagine every institution. We have to adapt. And so the choice was pretty clear. Let's either adapt or die, as we say, accelerate or die. and those are our choices. And so we chose to accelerate and part of that was fighting sort of the pervasive doomerism that was again instrumental to the same old people that want to centralize, control, kill variants and accrue power. And there's always an argument to be made that there are risks, right?

27:07But people tend to underestimate the reward especially given that it is exponential. Right? And our brains can't quite fathom exponential rewards.

Read the full transcript

27:28Reid, I know that you were one of the earliest investors in OpenAI. Yep. And that you were a board member there. You worked closely with their leadership, especially with Sam Altman. And recently, in some leaked emails, the public got the chance to see how some of the senior people at the company were talking about AGI all the way back in 2017, 2018. And I think a lot of us found it pretty dramatic. There was language in there about how if this technology were to fall into the wrong hands, it could lead to an AI dictator, about how superintelligence was going to reshape the world, reshape the balance of power.

28:11Essentially, about how the thing that the company was making, the company understood it as having this unimaginable amount of potential, but also an unimaginable amount of power. And I just want to know from you, is that an accurate reflection of how you and other people in Silicon Valley talk about AGI, think about AGI, talk about the future? And is that weird? Well, the first short answer is yes. I think there's a small – it's not Silicon Valley as a whole, but I think there's a group of Silicon Valley technologists who think this largely and broadly. And a few places, DeepMind, OpenAI, and others aggregate those people.

29:03So the short answer is yes, we were talking in that arena. And it kind of surprises people because you say, well, right now we have intelligence that's kind of the equivalent of a bumblebee. And it's like, and now you're talking about superintelligence. Like, how do you get there? And the answer is, well, because we understand things like possible compounding curve. We understand things about, like, well, what happens when you move from, you know, one GPU to 500 ,000 GPUs if you can use them in an appropriate way? And to most other people, it seems like, okay, that's nutty. And by the way, just to go back in history, similar discussions around the Manhattan Project.

29:39And I don't mean to indicate that there's a parallel in terms of danger or anything else, but these technologies have these massive impacts. And, like, that was another one. And, frankly, if you go back to the printing press, a lot of the discussion around the printing press was very similar to the kind of discussion we have around AI amongst the elites. So the, oh, my gosh, this is a moment in history is not like, oh, it's only these kind of crazy technologists. But it is a rare and small number of people kind of looking at the future, talking about possibilities and probabilities that engage in these conversations.

30:14And of course, I have enough self-reflection to know this is amazingly rare, right? Yeah. And it's something to be handled with intelligence and absolute focus in terms of how you navigate. And I think that was true for, you know, what is now not only the open AI folks, but also the anthropic folks and the Microsoft folks and the deep mind folks, you know, all kind of looking at this. All right. So help me square that with something else I've heard you say. I believe you said this to Tyler Cowen on his podcast, that people should be less worried about the robots coming for our jobs and more worried that AI advancements aren't coming fast enough.

30:57Which, by the way, great copy. But obviously, people are worried. They are worried that whole industries in our economy might go belly up. They are worried that AGI might lead to an economic collapse. Some people go much further, including some people in the AI field, and say that they're worried that AGI poses the greatest existential risk that humanity has ever faced. You've got the so-called AI doomers who think that we need to stop making AGI. You've got this other group that I call the AI scouts who think that this threat is so big that we all need to come together to ensure that the AGI that we're creating doesn't destroy humanity.

31:45So help me understand, what is it you mean when you say that we need to be more worried about it not coming fast enough? Well, let me break it into three issues. I'll start with the biggest risk, which is so-called existential risk, humanity-level risk, et cetera. Then go to society and jobs and then go to looking at how to make human progress. Now, on existential risk, the reason why I think the analytic frame is wrong is they look at AI only as a potential add to a negative risk. And you go, okay, well, it is an add to a negative risk. So then you go, oh, my God, you just stopped. It's like, well, actually, in fact, existential risk for humanity is a portfolio.

32:28We don't just have AI. We have nuclear war. We have pandemic. We have asteroids. We have climate change. We have a whole stack of things that could actually, in fact, have this existential risk. And so when you think about a particular intervention, you don't just think, does this one thing add a negative? It is what does it do to the whole portfolio? Even when you look at superintelligence, I go, okay, yes, there is an added negative risk. But I can also see ways that a superintelligence, they could add very positively to all of these other risks. Like, yes, there is a scenario in which somehow natural law of physics or somehow us fucking it up, we fuck it up, right?

33:09But there's also a lot of scenarios where it improves the longevity and the survival characteristics of humanity by dealing with these other issues. So it's kind of like I look at the portfolio of existential risk, and when I do my analyses, I look at this and I go, okay, I think this is going to be on balance even as it's going, has a much higher likelihood or probability of decreasing the overall existential risk portfolio. So it's going to decrease the overall existential risk even if it itself, to some degree or another, will likely pose an existential risk. That adds in a new existential risk, right?

33:49That's how I look at the existential risk thing. That'll be the first part. I want to do all three answers. Second part is I refer to AI as a cognitive industrial revolution. The transformation is equivalent or more than the industrial revolution. The industrial revolution, you might say, gave us physical superpowers and gave us manufacturing and transport and a bunch of other stuff. And this is mental superpowers. And the mental superpowers may even be more important and more transformational in various ways. And so the upside is as important. But by the way, the transition is very difficult.

34:21I don't think there's any way that we as human beings and societies go through these transitions without a lot of difficulty and turmoil and chaos. But the upsides are possibilities. Like, for example, I co-founded Manus AI with Siddhartha Mukherjee for trying to do drug cures for cancer and other kinds of things. Like the upsides are just spectacular. Now, this gets to the last question, which is kind of part of the reason I broke into third is part of what I think you have to be is kind of like as a student of human beings, the progress of technology, of societies, of industries, how do we operate as human beings?

35:00And the answer is we divide into various groups. But what that means is once you're kind of – the intellectual fascination usually tends to be like, oh, no, we get in a room, we all talk, and we all agree, right? And I have never seen human beings do that about anything significant. And by the way, you'd think we could do it for climate change where you could see more simple physics. And we don't do it there either. So the theory that we're simply going to go sit in a room and talk and all agree, for example, of an existential risk or of a job transformation risk. And then since we all agree, we're all going to massively slow down and stop doing things.

35:39That's never happened in human history. for things that are even much more visible. So that as a pipe dream for the conversation doesn't actually, in fact, yield the results you hope for. So you're saying that you can wish that human nature was otherwise, but the truth is that we're just going to have to admit that we are competitive and we're disagreeable and this is how we work. And therefore, we're not going to get together and solve all of the problems that AGI might pose. Is that about it? Yeah. And you can't just pre-think it by sitting there and going, I imagine how all this is going to work because you actually don't know what the landscape is.

36:20Like, for example, if you said, before I'm going to deploy a car, I'm going to think of every possible thing to go wrong and prevent everything. And you're going to end up with a thing that goes at five miles an hour, has six feet of armored plating, et cetera, et cetera, and it's just not going to work. And that will never work. And then someone else is going to go build other things that are going to be there. So you have to be iterating, kind of iterative deployment and be thinking about it and navigating as you're kind of going. I'd love to ask you what you make of the camp that I call the AI scouts, the people who agree with you that the AGI future would be awesome, would be ideal.

36:58the people who also want all of the great stuff that you want to come our way, but who say that to get that without destroying humanity, that we're first going to have to really solve a lot of problems. We're going to need to invest in AI safety research and alignment research and control research because this is a really serious problem. Why aren't you with them? Why not take the acceleration part seriously but also the getting prepared part? Yeah, look, I'm happy there's people that are doing AI alignment research, but I don't want there to be a sort of cottage industry. You know, if you say every corporation needs an AI safety department and you're in AI safety, yes, you're kind of arguing for your own paycheck.

37:43And it's not clear to me the utility of these folks yet. And it's not clear to me that the research has gone far enough. And whether it is of extremely high utility, I just don't agree that we should plow all our capital towards this research. And again, you're trying to steer a moving target. And so, again, it's just like I just don't think it's an effort that's going to yield outstanding results in terms of our ability to control AI. I think that the real driving forces are sort of the market forces and geopolitical forces. So just so I'm clear about what you're saying, you don't think their project is going to work.

38:19that trying to do something like ensure we have total control over AI is what? Useless? Is a waste of time? It's a subtle argument. I think you will have some control knobs, but just not as many as people want, essentially. And that's just an argument about complex systems, and it's very difficult to have control over really self-adaptive complex systems. It's just like the economy, right? We don't control the economy. What we control is, for example, the interest rate, the discount factor. over time. And with that knob, you can actually do some stuff. And we might have that for rewarding certain behaviors with AIs.

38:58And that might do something. And that's great that we do research there. But I just don't think we'll have control forever over these systems. And I do think that markets and capitalism are far superior technology for aligning incentives than sort of top-down prescriptions. Of course, you need a bit of both. You need some legislation. You need some market incentives. But because it's such a moving target, I think right now, I don't think most of the capital should go towards AI safety research. Some of it should go to AI safety, but I think there's already a good amount going into it. To go back again to your time at OpenAI, did you ever feel, as I've read Peter Thiel said, that the company had an effective altruist problem, that especially before Dario Amadei left, there were some people there who were too afraid of the risks of AI, that there was too much fear, and that that fear at times would get in the way of the company's broader mission.

39:59Yes, in a couple of different ways. I do think it was moderately too much fear by some individuals. And by the way, you still have that element. Like you have Jeffrey Hinton, winner of the Nobel Prize, going around saying there's a 60 % chance that AI will extinguish humanity, which I think is, frankly, completely incorrect. And that, by the way, induces panic and concern and causes you, as always with panic, to navigate in crazy ways. And I do think that part of what's happened is people have gotten more of a sense of, oh, actually, in fact, we have more controls over this. We can steer in some ways.

40:36And there's a lot of really good upsides. So I think it's still there as a we must get this right and is not an effort to kind of say, hey, everyone, I'm so important because I'm working on something on the humanity level. And more, I'm really trying to navigate this the right way. Well, because you just mentioned Jeffrey Hinton, I've had the chance to speak with both him and Yoshua Bengio. And they were not subtle with their opinions or their concerns. Ben-Gio went as far as to say that he has regrets about the work that he dedicated his whole life to and that he's worried about the future of his children and his grandchildren.

41:13It was a very intense thing for him to say, a very dramatic statement. And I want to ask you, when you hear scientists like them saying stuff like that, ringing this alarm and trying to get the public to come up with ways that we can ensure our survival, what do you make of that? So look, I always respect super smart people with criticisms. When the Manhattan Project was created, some of the people who created it thought that when you exploded an atom bomb, it would break the Earth's crust and turn us into a molten globe. So scientists are not always correct about things. And I think that part of what Joshua and Jeffrey think is that this should be done through university science.

41:58and part of, atmospherically, what makes them nervous is being done through corporations. And so it's like, well, they can't be thinking about safety the right way, they can't be serious, they have a profit motive, etc., etc. But by the way, the only way this kind of scale compute gets created is by companies, not by kind of universities. Now, that being said, I think that their theory of how human beings and human ecosystems work is incorrect. And I think it's the people get together in groups, they build stuff, they compete with other groups. There's even competition, of course, within academia.

42:33So I would go back to the question of it is a very good thing to be doing safety and alignment stuff. The work is to add in to the current progress on these things, how to make that happen within the framework of where we're going. that the theory of going around and going, we should just tell everyone to stop, is a theory that doesn't work. And matter of fact, it is, in a sense, sadly destructive because if anything, it just creates conflict around it in the groups that care about it. Like you could almost run this kind of two-by-two matrix about what is like people care about humanity, people don't care about humanity, people will listen to your message and slow down, people won't listen to your message and won't slow down.

43:22by going around and going, you should all slow down. Only the people who are aligned with your point of view are likely to slow down, and the other people are not likely to slow down. And therefore, you're having a dystopic interaction. Self-defeating, yes. Yes, right. And so the point is to say, actually, in fact, the good dialogue, the good discussion is, how do we steer this better? Like, what is the ways of doing that? And just contributing to it. And it can't just be, well, shift control to me. so that I do it. It's like, that's not a compelling answer, right, for any individual. It's a, here's how I'm going to try to contribute.

44:01And that's what I've been trying to do. And that's what I've been trying to get the critics to participate in doing as well. Not to say, hey, ignore all these crazy people. Reformulate your thinking into the things that can help us navigate the boat as we're going down the fast-moving river. Do you think that it would be good for our society if we were turning on our TVs or if we were going to live events where you had representatives from the accelerationist camp, the scout camp, and the AI Doomer camp engaging in public debates about this? Fundamentally, yes. Although, you know, by the way, fear is always the easy one, like in any new technology, fear will be more rhetorically compelling.

44:50Part of the reason why Hollywood creates tons and tons of movies about evil AI and almost no movie about good AI. And so that debate will have that characteristic. And so people just said, hey, it's just an objective thing. They'll walk away fearful. But I do think the public engagement with it is useful. And part of the reason why I'm here doing this interview with you. I don't think there are many people who are listening to this who would disagree with you about the pessimism and the distrust that is growing in our society. We're living at this time when people are regularly telling pollsters that they are worried the future is not going to be better than the past.

45:36Telling pollsters that their trust in every institution, you know, my vocation in journalism, government, medicine, like it's all in the tank, right? Yep. Do you see a version of accelerationism as being something that might inspire and unite people? The idea that we can build this technology, we can forge a better future, we can overcome all of the doom and the gloom of our current age. Is that how you conceive of this project? I would say there's an opportunity to rebuild all institutions, right? For the AI age, I think we need to rebuild education. We need to rebuild healthcare. We need to rethink how we do housing.

46:14You know, I think disruption represents opportunity. And that is the engine of social mobility. And again, it's like, if you are pessimistic about the future, you will feel like this disruption is happening to you or not for you. But the whole point is that we are trying our hardest to make it permissionless. You don't need anyone's permission to participate in the acceleration and the growth. And so you could just go out there and build something and capture some of the upside and, you know, secure a future for you and your family. And, you know, that's the point. It's the only real equalizing force that there is out there.

46:50And it's a rising tide that floats all boat rather than leveling everyone to the same level by, you know, having a drought and all boats hitting the rock bottom. You're saying that, yes, there's a lot of change that's coming, but we don't have to be afraid of it. In fact, if you refuse to be afraid of it and you look ahead with optimism instead of with pessimism, you actually are a part of making a better future more likely. Yes. I think people should be optimistic. We live in a time of extreme opportunity right now. If you believe you can change things, you will actually change things. I'm an example of this.

47:31If you explained to me how much impact I would have had on U.S. policy three years ago when I started Anonymous Account to just share some of my thoughts, I wouldn't believe you. But at the time, I thought it was important and I had to put these thoughts out there. And you just have to start. And I think a lot of people have self-limiting beliefs. They limit their agency. But now is the time of the ability to execute on almost any idea now with this amazing technology. so what we are in the need of is people of more agency and pessimism erodes your agency and wears you down so you need to shed that and embrace optimism and a belief that you can make the future better because if you believe that then you will it's that simple

48:27So I want to go back to this idea of a transformational period that you think is coming our way because you compared this to the Industrial Revolution. And it is hard to summarize just how impactful that transition was, how tough that transition was, where, yes, we got the train and the car and electricity and the radio and eventually the airplane and all these amazing technologies. But alongside them, we also went through these really tough social changes. You know, the mass population movement into cities, followed by, you know, crime and diseases spreading and then pollution getting out of hand.

49:09We had labor abuses and then labor unions and labor riots and then counteractions from the government to tamp down the riots. And it was very chaotic. Eventually, you would get the rise of socialism and communism and pretty much all the stuff that we fought world wars about in the 20th century comes from this transition. Are you envisioning that kind of a tough transformation coming our way? Is it that dramatic? I hope not. It's certainly not impossible. And that's part of the reason why I'm focusing on them. And part of the reason why I'm saying, look, we have tool sets that are better, including AI itself, for this transition.

49:53Like, I think we've learned lots of different things in these transitions. One is, you know, can we deploy the tool sets to do that? Another one is, you know, what Roosevelt was doing with the New Deal. It's like, okay, what are the things that we can do in order to try to make these transitions less painful, shorter, only smaller percentages of the population any particular year, et cetera, as we're doing it? And that's part of where the dialogue and the focus should be around this.

50:28as profound as technology has been AI will be more impactful as we gather this afternoon we're still in the earliest days of one of the most important technological revolutions in the history of the world this AI revolution is not made up it's not overhyped the last invention was created as a series to investigate the background and emerging debate around this AI moment. But this is a story that in many ways has only just begun. We need to advance legislation that promotes long-term AI growth and innovation. Who is determining what's happening? I've got a handful of people who are really determining the future of the world.

51:15That's scary stuff. And as the AI debate moves further into the halls of traditional power, and as the effects of AI begin to shape the world around us. The arrival of this new intelligence will profoundly change our country and the world in ways we cannot fully understand. We expect that surprises are coming. We know that what seems normal right now may not be normal for very long. And so going forward, we're going to be speaking with the people who are grappling with exactly how to understand, how to harness, how to regulate, how to adapt to this emerging technology. They hail it as the greatest breakthrough for humanity since the Industrial Revolution, maybe the printing press.

51:59From lawmakers. Of course, it will also make them additional ungodly sums of money, but that does not seem to explain the near religious fervor of AI's loudest advocates. To skeptics. Pretty much this entire generative AI boom has been based on lies. It's been based on suggesting what this might do versus what it actually does. There is no it. All there is is a belief system that we're making God in a box. And so while this episode marks the end of our initial limited series run, we would love for you to, as we say, stay with us as our reporting continues. And we just want to say thank you to all of the people who have been willing to speak with us, both on and off the record, and of course, to you for listening.

52:43and we would love to hear from you. What questions do you have about AI? What keeps you up at night? What are you excited about? What would you like us to investigate? Who would you like us to interview? You can reach us by sending an email to hello at longview.report.

53:15The Last Invention is made by Longview. It's produced by Andy Mills, me, Matthew Boll, Gregory Warner, Andrew Parsons, Megan Phelps Roper, Seth Temple Andrews, and Ethan Manello. Special thanks to Carmen Hilbert and Jonathan Farber. Music was composed by Scott Devendorf, Ben Lands, Kobe Beanert, and me. Scott and Ben have put out a soundtrack. You can find a link to that album in our show notes. The artwork and design for the show is by Jacob Boll. We're proud to announce that episode one of the series was just named by Apple Podcasts as one of the best episodes of 2025. Thank you to Apple and thanks to you for listening.

53:55We hope you'll continue to share the show with your friends and community as an introduction to what might be one of the most consequential conversations shaping our future. For everyone out there already supporting the work we do, we are deeply grateful. It is because of you that making a series like this is possible. If you would like to become a supporter and learn more about our team, visit us at longviewinvestigations.com or click on the link in our show notes to become a subscriber. We will be back soon. Goodbye for now.

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From the publisher

Meet the accelerationists: a rising movement that believes expediting AI development is not only inevitable but morally necessary – humanity’s best chance at transcending its limits. What happens when the world’s most powerful technologists treat AI progress as a duty rather than a danger?

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Reid Hoffman’s Personal Website

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This episode of The Last Invention was reported and produced by Andy Mills, Gregory Warner, Andrew Parsons, Megan Phelps-Roper, Matthew Boll, Seth Temple Andrews, and Ethan Mannello. It is hosted by Gregory Warner.

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