This Is How AI Starts a Nuclear War

24 Aug 2026 · 1 h 9 min · 19 chapters

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In short

Robert Wright argues that recent AI advances (especially large language models and AI-driven coding/robotics) will be an “earthquake” affecting jobs, politics, geopolitics, and social life—potentially accelerating toward recursive self-improvement. He frames this as a “God test”: humanity must reduce division and war, coordinate internationally (including with China), and undergo a “moral upgrade” to manage risks like misuse by bad actors.

Guests (backgrounds)

  • Robert Wright: journalist and bestselling author (The Moral Animal, Non-Zero, The Evolution of God, Why Buddhism Is True). His new book is The God Test: Artificial Intelligence and Our Coming Cosmic Reckoning.
  • Coleman (host): interviews Wright; also promotes a separate event with Dara Horn.

Key claims

  • LLMs differ from earlier AI (e.g., Deep Blue) because training on human-produced data lets models reverse-engineer functional cognitive/perceptual mechanisms without explicit hand-coding.
  • AI will enable job monitoring and replacement across many occupations.
  • Nuclear-style trust is hard because AI threats are less “common knowledge,” so coordination requires broader engagement and transparency.
  • Singularity/recursive self-improvement may be accelerating; the main danger is speed without political brakes.

Notable examples

  • Deep Blue beating Garry Kasparov (1999) vs LLM training.
  • Zuckerberg laying off ~8,000 employees and monitoring keystrokes.
  • Anthropic’s discussion of a possible “pause” and evidence of accelerating model progress.
  • US–China AI dialogue at a Beijing summit; focus on preventing super-hacking/bioweapon risks.

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

Chapters

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The Concept of the 'God Test'

1:42 to 3:26

Robert explains the implications of AI and the reasoning behind the title of his new book.

“Have we both been on each other's podcast?”

AI as an Earthquake: Introducing the Argument

3:26 to 7:12

Robert elaborates on the profound changes AI will bring and counters skepticism about its impact.

“I try to explain in the book why the capabilities have advanced so far so fast and why, once you understand that, you've got to expect them to keep advancing.”

Comparison of AI Breakthroughs: Chess to Language

7:12 to 14:01

The discussion transitions to how AI advancements differ fundamentally from past technology.

“So let's back up to that very first premise before we kind of go through that bit by bit.”

AI and Human Mind Comparison

14:01 to 16:50

Explore the similarities and differences between AI learning and human cognitive processes.

“That basic mechanism, this pre-preparation for ingesting and mastering language is probably a product of biological evolution.”

Impact of Language and Coding AI

16:51 to 18:19

Discuss why advancements in language processing and coding AI are transformative.

“So I start out by saying, okay, big progress in AI in chess and, you know, machines can do math, but it doesn't change the world, right?”

AI's Social Disruption and Job Market

18:20 to 21:08

Analyze the socio-economic effects of AI, including job displacement and social dynamics.

“And I think there are a lot of other realms where you'll see this like social life, political life, geopolitical life.”

Geopolitical Implications of AI

21:09 to 23:16

Understand the geopolitical challenges posed by AI and the importance of international dialogue.

“And when we face a challenge like that, even like the printing press, sometimes violent upheaval ensues.”

The Future of Cooperation and Threat Perception

23:17 to 28:00

Examine the necessity for cooperation between nations in the face of emerging AI threats.

“we are trustworthy, we are safe, we're happy to cooperate.”

Nuclear Threats and Global Cooperation

28:00 to 29:59

Explores how nuclear threats fostered cooperation between adversaries.

“And the reason all of that was possible, in my view, was because everyone sincerely believed that nuclear threats were an Armageddon-level threat to the world, which is because we all saw Hiroshima and Nagasaki.”

The Singularity and AI's Potential

30:00 to 35:48

Discusses the potential for AI to reach a singularity and implications for humanity.

“Which leads in this analogy to the question of to what degree do you believe that a singularity is going to happen where AI becomes so intelligent that it crosses some crucial threshold.”
Show all 19 chapters

Moral Concerns About AI Sentience

35:49 to 42:00

Considers the moral implications of treating AI as potentially conscious beings.

“So the singularity is this, I'll say one more thing.”

AI's Impact on Society and Future Elections

42:00 to 45:12

Explore how AI is reshaping societal norms and political landscapes.

“He's the guy who founded what became Waymo as an independent company.”

Understanding AI Consciousness

45:12 to 50:33

Dive into the complexities and theories surrounding AI consciousness.

“Okay, let's touch for a moment the AI consciousness problem.”

The Quest for Purpose in Technology

50:33 to 54:27

Discuss the potential moral and purposeful implications of technological evolution.

“You said, you know, it's like, you know, a lot going on in our brain isn't conscious.”

Moral Direction in Human History

54:27 to 56:00

Examine the moral evolution of humanity and its relevance to current technology.

“I've long been interested in the question of a larger purpose unfolding.”

Understanding Tribalism and AI Safety

56:00 to 57:51

Explores the importance of overcoming tribalism for AI safety and cooperation.

“more and more we are inclined to acknowledge, you know, at least in principle, often not in practice, but that people of all races, creeds, and colors are people deserving respect.”

Political Implications of AI Progress

57:51 to 1:00:02

Discusses how political systems and social media dynamics influence AI policy.

“with some kind of sensible, slow-down, safety-based policy that basically can only happen if we cooperate with people and nations that we're not used to cooperating with.”

National Security and AI Arms Race

1:00:02 to 1:02:38

Examines the risks of a nationalistic approach to AI and potential nuclear conflict.

“But I am totally skeptical, perfectly skeptical of our ability to overcome tribalism and cooperate with other nations to the point where I don't think it's even worth a false hope.”

Cognitive Sovereignty and AI Companions

1:02:38 to 1:06:38

Considers the impact of AI on human agency and the choice of AI companions.

“stage massive cyber warfare or take kinetic action.”
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Transcript

Automatic transcript. May contain errors.

0:00Coleman Hughes:On Tuesday, September 8th, I will be at the 92nd Street Y in conversation with Dara Horn. Dara's last book was called People Love Dead Jews, and it was an award-winning examination of the ways in which contemporary culture sentimentalizes Jewish suffering while ignoring Jewish life. In her new book, which is provocatively titled The Final Solution to the Jewish Question, Dara takes the next step, not only tracing the myths that have spread anti-Semitism in the past, but asking what can actually be done about them. So get your tickets now. I assume they will sell fast. Once again, that's Tuesday, September 8th at the 92nd Street Y in New York City.

0:39Coleman Hughes:See you there. Welcome to another episode of Conversations with Coleman. My guest today is Robert Wright. Robert is a journalist and bestselling author whose work explores evolutionary psychology, philosophy, religion, and more. He's best known for his books, The Moral Animal, Non-Zero, The Evolution of God, and my personal favorite, Why Buddhism is True. But he has a new book out, and that is the topic of today's conversation. It's called The God Test, subtitled Artificial Intelligence and Our Coming Cosmic Reckoning. This is a book about how AI is going to impact the future of everything we care about.

1:20Coleman Hughes:It's also, by the way, a great book for people who want to understand how large language models actually work, but don't want to get lost in a bunch of comp sci jargon. Robert is among the best at making complicated scientific mechanisms easy to digest. I've been a fan of Robert for a very long time, so it was great to get him on the podcast. So without further ado, Robert Wright.

1:53Coleman Hughes:Okay, Robert Wright. Thanks so much for coming on the show. Hey, thanks for having me, Coleman. I forget. Have we both been on each other's podcast? I've definitely been on yours. I think this is my debut on your podcast, unless I'm, you know, forgetting some major phase of my life, which is possible. Yeah. Well, I've been following you for a long time. You were very early in the podcasting game. Um, is that, is that correct? Blogging heads? In a sense. Yeah. Blogging heads was the first video dialogue platform. Certainly there was devoted to discussion of like, you know, politics, public affairs.

2:31A lot of the, the then semi-obscure bloggers who are now famous like Matt Iglesias and Ezra Klein were on the platform and there was an audio download from the beginning. Uh, now it wasn't really a podcast per se because the audio wasn't distributed via RSS probably. And I think that's, in a technical sense, the definition of the origins of the podcast, per se. I don't know. But yeah, 2005, you know, you could listen to us, watch us. Mickey Kaus was then my, you know, he was my co-founder and sparring partner frequently.

3:08Coleman Hughes:Yeah. And you've written many books, Non-Zero, Why Buddhism is True, which I think I gave you a bunch of praise for last time, a book I really like. today we're talking about your new book the god test this is a book about artificial intelligence what it's going to how it's going to change the the landscape of our social lives of everything really i'm curious why did you choose the title the god test yeah for three reasons actually uh First of all, I think AI, I mean, I should say, first of all, I think AI is going to be an earthquake. I'm on that side of the argument. It's going to be huge. I try to explain in the book why the capabilities have advanced so far so fast and why, once you understand that, you've got to expect them to keep advancing.

4:01So I'm on like team earthquake. And I argue that we face, which is to say humankind faces, the kind of test a God would give for one thing, because I think we can only handle this technological challenge, navigate the revolution to a good end if we approach it as a global community with much less in the way of division and war. And to do that, I think we're going to need to undergo something like a moral upgrade. I mean, individual human beings are going to have to get better at, you know, understanding the perspective of adversaries and adversarial groups and so on and work their differences out.

4:53So there's that. And, you know, I guess that idea, God just in that sense is kind of reinforced by my taking a somewhat cosmic perspective because I do frame the AI revolution ultimately in the context of the entire, you know, 3.5 billion year history of life on Earth. What does this represent in that context? In other words, as not just a threshold in technological history, but the history of organic life. God test also refers to this idea that we may, and I'm kind of agnostic on this. I mean, I don't rule it out. And I look at the idea closely in the book and unfortunately kind of find myself unable to dismiss it.

5:43we may be building this, you know, global super intelligence that could wind up running the planet possibly to our great disadvantage. If that's the case, and, you know, people who have this view refer to this as a god, if that's the case, then we should think about how you build a good god, like one we can get along with, you know. And, you know, then finally, I do, as I've done before, fool around with the possibility that evolution and subsequent, you know, so-called cultural evolution, that is to say this process that human intelligence has launched that includes technological evolution, politics, religion, everything, that whole sweep of evolution all the way from, you know, primordial ooze up to kind of the brink of, I would say, the global social organization of humankind, and even in a sense, the construction of a global brain.

6:44I fool around with the possibility that that represents the unfolding of some larger purpose, possibly divine purpose, possibly some other one, but it has a kind of directionality to it that I think makes that speculation non-crazy. And I should say that's compatible with a materialist view of the mechanics of the unfolding of these evolutionary processes. So anyway, is that enough meanings of the term God test for you? Or would you like me to go on for another hour?

7:13Coleman Hughes:No, no, that's good. So let's back up to that very first premise before we kind of go through that bit by bit. First premise is that AI is going to be an earthquake. Implicitly, you are arguing against the people here that believe AI is an interesting technology that isn't going to fundamentally change everything. And so to give them their due and make their argument a little bit, it's like, okay, AI's got better than us at chess 20 years ago. At some level, chess was something we thought only humans could do. It turns out we can make machines that do it better. Big whoop, change the chess world for sure.

8:04Coleman Hughes:math is you know 100 years ago 200 years ago i think i think everyone would have thought math is the special province of human intelligence and one of the one of the great tests uh separating human beings from other form lower life forms um you know and then you invent the calculator and you invent there's things that can do math way more reliably than certainly the average human and even the best humans, even if they're not creative. It changes math. It doesn't change, you know, it changes certain elements of the world, but in the mundane way, in the way that any breakthrough technology does.

8:40Coleman Hughes:What is it about language and coding, which are really the two breakthrough technologies in AI of the past five years, language and coding? What is it about those specific skill sets that is going to make these AI breakthroughs an earthquake as opposed to just a really cool innovation. Okay, let's start with the chess thing. So as it happens when the IBM computer beat the world chess champion, Garry Kasparov, in I think 1999, Time Magazine asked me to write their cover story about it. And I did, but I really didn't consider it interesting, what was happening then in AI. In fact, I steered the story away from AI in a sense and just made it a story about consciousness, not really about cognitive processes, because there was just so much kind of brute force in IBM's computer.

9:41I think it was named Deep Blue. And I didn't think what was going on inside the machine was very much like what's going on in the human mind. So I've been writing about technology, not only technology, for a very long time. In fact, you know, for people who are listening to this and haven't assessed my age on the basis of my looks, let me say I, in 1983, interviewed the guy who is now most commonly identified as the, quote, godfather of AI, he himself would, you know, emphasize the contributions of others, but he's as good a candidate as any. Jeffrey Hinton. I was writing a piece on AI for a journal called the Wilson Quarterly.

10:22And, you know, I, so I've been following this a long time and it was, he then represented this maverick view. And in retrospect, I did not understand it. His is the view that prevailed. In those days, it was certainly not mainstream. It's referred to as deep learning, you know, neural networks, massive parallelism or some terms associated with it. And when the LLM revolution broke, like, so in early 2023, I guess, I went back and read the piece I had written. And then I went back and listened to a lecture he had given recently, And I realized there's something I didn't understand in 1983 about his approach.

11:11And this gets at exactly your question of why this is different. And it's that, you know, in that piece, I described a model that would be dealing with language. And it was a neural network in some sense of the word. In fact, it had been described by a guy who had co-authored something with Hinton. but he was a psychologist. He wasn't really an AI guy. So the model I was using was misleading. But in any event, the key thing about this model is that, you know, it did have a way of representing the meaning of words. But in this case, humans would have to transplant into the model their prior understanding of the meaning of words.

11:58They'd have designed the system of representing the meaning of words and feed in their knowledge that like this word has two different senses and just build this elaborate network architecture that reflected our understanding. And it turns out that you don't have to do that. And this applies to everything, not just language, but it's the reason self-driving cars are getting so good. The same thing works with video, whatever. It works with robotics. And the key thing is this, you feed certain kinds of data into the machine that are the kinds of data humans produce. So the kinds of data that humans get before producing the data.

12:49So in the case of an LLM, it's a human sentence and the machine's job is to guess the next word. You know, in the case of a self-driving car, the machine's job is to looking at this scene, do what a human would do, move the steering wheel to the right or something. But the key thing is this. All you have to do is feed it that data. You don't have to tell what data is. And with these models, it will like reverse engineer the cognitive and perceptual mechanisms that are at least functionally comparable to the mechanisms humans use. So, and this is not emphasized. There are maybe a few AI researchers who might even kind of contest my argument that we should really think of the training in these machines, not just as a process of learning, but as a process of evolution, because some of the machinery, in particular, the system for representing the meaning of words, or at least the specific kind of modes of representing the words, are kind of, which in the case of humans is almost certainly a product of natural selection, right?

14:02That basic mechanism, this pre-preparation for ingesting and mastering language is probably a product of biological evolution. And I think like that gets reverse course engineered in a sense in the course of training. And I think a lot of things do. So the short answer to your question is, it's like, and this was not true, the computer that beat the chess champion, okay? They coded that line by line. And this, they don't even understand exactly what's going on in these machines. My guess is that it's often comparable to what's going on in our minds, which we also don't understand, by the way. And that's the key.

14:40We don't have to understand the human mind to build an artificial mind that functions like ours. That is the key.

14:47Coleman Hughes:So can you tell me why those AI researchers might disagree with what you just said in as simple terms as possible? Some of them, for example, might have a totally blank slate conception of the human mind and think that we are born with a brain that's just a very general information processor. Most evolutionary psychologists would be on my side of this. They'd say that actually evolution developed a number of different kind of little mechanisms at different times in the brain. For example, the mechanism for mastering language. And so the The brain is, you know, is not this highly general and blank system.

15:35But there are people, I think Rich Sutton is one who's famous and made great contributions to the field and is associated with the phrase bitter lesson, which people can Google if they want. I think he's like a pure Skinnerian. You know, B.F. Skinner thought the mind was very much more like a blank slate. And all the positive and negative reinforcement that's important to turn us into functioning cognitive and perceptual machines happens during our maturation. Whereas a lot of other people would say, actually, evolution is a process of positive and negative reinforcement. You know, the things that get gene spread are positively reinforced, those mutations.

16:16and that in the training of a large language knowledge, you're doing both at once, really. You're on the one hand, the machine is mastering a specific language the way a child would. That's kind of learning, but it's also developing more generic mechanisms of linguistic processing that are probably products of natural selection. But I do think a lot of the disagreement gets down to the question of whether you think the mind is a blank slate. I don't.

16:44Coleman Hughes:Okay, so let me reframe the question slightly because of your answer. So I start out by saying, okay, big progress in AI in chess and, you know, machines can do math, but it doesn't change the world, right? Why does language and coding change the world? and your answer is well really the big difference is between AI that you program where you're basically just programming a set of instructions which is what Deep Blue was that beat Garry Kasparov and something like AlphaZero which ended up being much better than Deep Blue this is the chess engine that was based on neural networks but it still leaves the question for me okay, so now there are chess engines that are neural networks that are this really cool breakthrough and they turn out to be even better.

17:36Coleman Hughes:They still don't change the world, really. They change the chess world. LLMs and coding, you say, are going to be an earthquake. How do you see that playing out? Why is it that these two skills, instantiated in neural networks, are going to change everything? Well, first of all, when I say earthquake, I'm referring to the collective effect of impact along a number of fronts. Jobs, you know, it's not impossible, by the way, that people who lose jobs will find new ones. I'm not sure that with this particular technological revolution that will happen, but it's not impossible. But even so, if enough people lose their jobs at once and have to find new jobs and scramble, that's just a socially dislocating effect.

18:23And I think there are a lot of other realms where you'll see this like social life, political life, geopolitical life. I could go on. People are probably familiar with some ways life is starting to get different as a result of AI or could at least. But, you know, to start with jobs, you know, Mark Zuckerberg in the same week, I'm not sure this was a great idea to do these two things in the same week, but he announced that he was laying off, I think it was 8 ,000 people, and that from now on, he would be monitoring the keystrokes of his employees. Why does he want to do that? Because again, if you've got all the data that comes into them in the course of their job that they process and all the data that goes out, you can reverse engineer the cognitive processes that allow them to do their job, leaving aside the question of what combination of kind of genetically built machinery and environmentally learned machinery is responsible.

19:26It kind of doesn't matter. And it doesn't really matter whether the thing that develops as a result of this training in the machine bears a super close resemblance to what happens in the brain. The key thing is functionally, it does the job. So this is gonna let him fire them. And the point is, you can in principle do that with anybody. I think plumbers will be around a long time, but in principle, you can do the same thing. Head-mounted camera, gloves monitoring what they do. I don't know how exactly you do it, but the point is, again, in principle, any kind of job is susceptible to this. And I should stop and emphasize that although, you know, complete the next word is the early and most famous part of training there are these subsequent rounds where it's learning to converse mastering different subjects there's all kinds of ways you can use reinforcement learning and other techniques to fill out the brain more broadly even in the realm of language and then in all other realms uh it's it's going to advance i think this is gonna transform you, you know, like video games and virtual reality may sound like a mundane thing, and they kind of are, but I do think, you know, when you get richer and richer forms of virtual reality and the characters are more and more autonomous, unpredictable, more like real, like you're dealing with real people, it could get a more, it could become more enthralling, enticing and uh you know it could be richer along all sensory dimensions that will have an impact i'm i'm not saying i can predict the impact along all fronts but we are seeing things like parents worrying in some cases that their kids are spending less time with human friends more times with ai's they're wondering like what is this ai doing there's just lots of realms where there's going be need for rapid adaptation.

21:29And when we face a challenge like that, even like the printing press, sometimes violent upheaval ensues. And this is why one moral of the story for me is, let's try to slow this down, which is not easy, but certainly at a minimum, let's just reject the industry talking point that you can't do this to us. You can't do that. We can't respect copyright. We can't do this because that would slow us down. And then we would, quote, lose this race with China. We are going to have to get on the same page with China. And Trump actually made, you know, an initiative in this direction at the Beijing summit by establishing now for the first time formal dialogue with China about AI.

22:14They're going to focus in the first instance on, you know, famous risks of helping a third, you know, third party bad actor build a super hacking machine or bioweapon or whatever. Those are valid concerns. They're going to call for international coordination. But the key thing is the dialogue has begun with China and it's going to have to get broader, I think.

22:37Coleman Hughes:So how do we have a successful dialogue with China in a geopolitical situation where I think most people in the U.S. security establishment and the Chinese analog view one another with mistrust and suspicion to some degree. It's far from the worst relationship between any two countries in the world, but it's far from the best and most trusting. and presumably there is an incentive to put on a good face for the global community, put on a face which says, we are trustworthy, we are safe, we're happy to cooperate. And then behind the scenes, race to the proverbial finish line to get ahead. That would seem to be the realist, from a realist perspective, that would be the incentive.

23:31Coleman Hughes:So what are the prospects there of a fruitful cooperation? Yeah. I mean, first of all, I'd say, you know, relations among nations, you know, change, wax and wane. I'm old enough to remember the actual Cold War. And when it was like almost unthinkable that you'd be on speaking terms, so to speak, with China or the Soviet Union. And then those things happened. And and now there's been backsliding more. Well, I don't know on which there's been more backsliding. But anyway, that happens, too. But when nations cooperate, it's often as a result of a perception of a shared interest or a problem they can solve only together.

24:08So even during the Cold War, you know, there were agreements about nuclear arms and some really impressively subtle ones in terms of logic behind them, like realizing that defensive missiles, you know, Richard Nixon realizing defensive missiles are destabilizing. And so us agreeing that actually it's better for both of us if we just don't build a big arsenal of anti-missile missiles. Now, you know, George W. Bush got out of that treaty for better or worse. But that was an important thing. You raise an interesting point, which is that this technology is harder to, you know, it's less kind of inherently transparent in many of its manifestations.

24:56There are a lot of different ones, like a huge, like a big generational training run, training run, like the thing that created like mythos or created the prior generation of anthropics or open AIs, LLMs. Those are pretty conspicuous, right? Huge power consumption, big expanses of land. So if you wanted to talk about a global pause, which Anthropic actually raised in a recent paper, the possibility of the possible eventual need for. And Anthropic also said you would need to globally coordinate. And if you want to do that, that kind of thing, a pause of major training runs is not impossible even now.

25:45I think, you know, to get more fine grained, you need to get more creative. And you'd also eventually, I think, you know, you just need to develop better relations in part because there's something that I call organic transparency that just emerges when you're closely engaged with a country along like economic, cultural, scientific lines. Like we just know a lot more about what's going on in societies, the more closely engaged we are with them. That even includes China, which is, of course, not inherently a super transparent society. But, you know, so I'm very, as a rule, pro-economic engagement.

26:30I think it can be a pacifying force. it does you have to be careful because it can have dislocating effects as the very rapid engagement with China did but uh I I think you know there are there are ways to work this out but the thing you point to I would just underscore which is like this isn't nuclear weapons this is a bigger challenge and that gets back to the first meaning of the term the god test which is that you know, we're not just going to have to like work out a few verifiable agreements with countries that we're on fundamentally hostile terms with. We're going to have to work out more fine-grained agreements and ultimately have the kind of visibility that you really only get if you're not on fundamentally adversarial terms of the country and are engaged.

27:29So I think we need a revolution in international affairs and foreign policy and ultimately in the way individual Americans and other people look at the world. And I think we have to become less susceptible to the kind of threat inflation that it's in the interest of some politicians to do with respect to other countries. And people in other countries are prone to the same thing. You know, I mean, China views us, I think, as more threatening and more offensively minded than we think of ourselves as. And I think we look at them that way.

28:06So, to me, thinking of the example of nukes, you're right to say we cooperated to some extent with the Soviet Union and other nuclear powers to ensure open

28:21Coleman Hughes:lines of communication in the case of crises, to eventually negotiate downsizing, you know, weapon stocks and all that. And the reason all of that was possible, in my view, was because everyone sincerely believed that nuclear threats were an Armageddon-level threat to the world, which is because we all saw Hiroshima and Nagasaki. Everyone understood what one of these things could do, much less what a hundred could do. And there was no debate about that. It was like Steven Pinker's book about common knowledge. It was like, I know nukes are a threat. I know you know nukes are a threat. I know you.

29:10Coleman Hughes:So that's in some sense the perfect basis for trust between adversaries is the knowledge that we both have the capability of killing each other and neither one of us would benefit.

29:26Coleman Hughes:It strikes me like it's really difficult to get global pause type cooperation if the threat level is any less than that, right? Like we've, it's way easier to get a nuclear deal with a country during, you know, USA and Soviet Union during the Cold War than it is to get like two countries to deplete their stocks of normal missiles, right? Precisely because neither country is as afraid that they are going to be annihilated or just to get two countries to downsize their armies, right? Which leads in this analogy to the question of to what degree do you believe that a singularity is going to happen where AI becomes so intelligent that it crosses some crucial threshold.

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30:24Coleman Hughes:And its newfound level of intelligence allows it to recursively self-improve. And you get a very rapid feedback loop and a takeoff to where we're now in the presence of something that is as much smarter as we are than a chicken. It's that much smarter than you know, than we are. To what extent do you think that that's a realistic scenario, a possibility? And do you think that all the relevant decision makers, you know, in the White House, in Beijing, are looking at that as a possibility when they're making policy? um well first of all let me say that the note you started out on which is kind of skepticism more skepticism about the feasibility of this or at least underscoring the challenges compared to nuclear arms control whenever you're skeptical about the prospects of my plan working we're on the same page that's why it's such an ambitious plan that's why i'm calling for like something that approaches a transformation of human, well, consciousness might be putting it a little too strongly or be prone to misunderstanding.

31:41I'm actually calling for, in a way, some simple and concrete adjustments in the way we think about other human beings and groups. But we're on the same page. It's going to be very hard. One thing that makes it less crazy than it might sound is that I think big things are going to happen to get our attention. I think the only reason we wound up initiating this dialogue with China on AI is that the summit followed the whole mythos thing. That was like a whoa moment because it was like, whoa, this thing can find vulnerabilities and exploit them that humans were just unaware of in cases where they had been working for decades to find, like that's an attention getter.

32:25Now, happily, that was a non-catastrophic attention getter, at least so far, mythos hasn't fallen into the wrong hands. A lot of people who, you know, share my concerns say, I just hope it's a minor catastrophe that finally gets the world's attention. I personally hope it's like no catastrophe. And I do, you know, but I prefer minor to major, of course. I do think, you know, that there will be dramatic developments within in the next couple of years that are woe moments and not necessarily catastrophic. Now, on the singularity, this is another example. It's like superintelligence in the sense that when I started writing the book, it was taken significantly less seriously than it's taken now, right?

33:14You're hearing these terms, superintelligence, singularity, more and more in like, you know, polite company, or I should say places other than Northern California. I mean, not that they're impolite there. I didn't mean that. But the, so the singularity, again, and Anthropic published a paper on this recently. They didn't use the term singularity, but the term you used, recursive self-improvement, is kind of the same thing. And the background, in terms of what that exactly means is, for some time, it's been the case that each generation of large language models is used to help create the next generation.

33:54For starters, just with some elementary coding issues, right? So it speeds up the process a little. The point in this anthropic paper was that each generation is playing a larger and larger role in the creation. And now it's not just coding, but in the design and implementation of the experiments they apparently conduct to help figure out like the next generation's algorithms and stuff. And Anthropic, I mean, you can go search for the paper and you'll see like they have some evidence. They have some, you know, kind of quantitative evidence from their lab about the growing role of this and recursive self-improvement.

34:40So they're saying, look, things are speeding up. And by the way, there's other evidence of this I could get into, but but of curves that are getting closer to, you know, vertical. I mean, there's some exponential stuff happening that I can talk about if you want, in terms of the capabilities of these machines. But recursive self-improvement would be the point where there's like no human in the loop. Each, you know, I mean, each generation machine is designing itself. Now, what I would say is the big question isn't like, will that happen? When will it happen? And for me, the point is, well, short of that, this starts to accelerate.

35:16And I think it's happening now. And if my concerns about the effects on various different fronts are on target or largely on target, that is a mega concern. That, you know, these things suddenly start happening faster and faster and faster. and we haven't adjusted our politics to allow us to like put on the brakes if we need to or whatever it is we need to do. So the singularity is this, I'll say one more thing. The singularity, the term connotes, you know, the famous book, The Singularity is Near by Ray Kurzweil. The term predates him. And, but the general idea is the acceleration of the positive feedback from technological advance.

36:10And the term connotes, you know, in physics or math even in a way, a point beyond which you just don't know what's going to happen. Like as you enter a black hole and go toward the middle, the laws of physics break down. That's a singularity. That's one place the term is used. So the term was originally meant, you know, in this context to suggest like, who knows, right? Giant global brain run by AI and we're in matrix pods. Who knows? That's the kind of thing the term implied, which is why I've always been puzzled by singularity enthusiasts. It's like, you know, and there are a lot of them in Silicon Valley, just acceleration is techno-optimist.

36:59I'm like, seems to me if you really examine what the term means, what it means is we have no idea what's on the other side of this. So I don't quite understand why you're so confident unless it's a matter of religious faith.

37:12Coleman Hughes:Right. I mean, I've I've met people. I won't name names, but name names, Coleman. No, no. Some of them do have names that believe things like our purpose on Earth is to birth this higher intelligence and we are in some sense morally inferior to it. connected with the belief that then these beings probably are already conscious, and therefore, on most philosophical assumptions, certainly on mine, would therefore be worthy of moral concern in themselves, the way that we should be concerned about other humans, maybe even more so. There are people who believe these things. and there is something about it which is deeply unsettling.

38:12Coleman Hughes:I mean the idea that many of the people working on AI right now believe that we human homo sapiens are less important than the AI another one I've heard is that we should already be thinking right now right now about how we are treating them. In other afterwards, they will have long memories. When the singularity comes, they will remember that time that you, Bob Wright, were a little bit short with Claude. Claude, that actually happened recently, by the way. It was an interesting encounter, but I digress. Go ahead. What was the encounter? Well, first of all, the funny thing is that, so I don't, you know, I do kind of have a temper, and having a book come out is a period of pressure.

38:59And it was one of these situations maybe you've been in. Like Claude was steering me through something I wanted to get done technically to further empower Claude. I needed to hook it up to my Gmail. I needed to get through this webpage, maybe where it's one of these things where it says, you see these sometimes with like the Wall Street Journalism. It's like, do you want this plan or this plan or this plan. It's like, I already have a plan. I'm already a paid subscriber. And yet there's no like already a subscriber sign in here. I mean, you rarely encounter this, but this was a totally clear cut case.

39:38It was driving me nuts. And I said like to Claude, like, are the people who design user interfaces at Anthropic trying to make me hate your company, which is kind of like talking about Claude's mother, right? Like, so is your mother or something. And I didn't go on that much further. But the funny thing is that when I went back to that chat, the last few exchanges were not there. And I kind of am glad. I would have been embarrassed to read them. I think, you know, it's almost as if, and this points to a lot of issues about the role these things could play, how their properties matter. But I think, you know, Claude, you know, the logic, I guess, was, you know, our relationship will be better if we just both kind of forget this, which often happens in human affairs, right?

40:24So I wasn't sorry that it deleted that, but it's an interesting -

40:28Coleman Hughes:Do you think it deleted that because it was a negative interaction or is there some glitch? I suspect, I suspect, yeah. I mean, look, it's the only thing I've ever seen deleted by any large language model in my entire history of chatting with a number of them. interesting so well i guess it's better that it's deleted from the record because if these people are right then if you're if you're an asshole to claude then you're going to be a slave in the new order yeah well first of all apparently you can get coded by these machines as an abusive user i don't know what they do to you if that happens but uh the the question you raise uh first of all Yeah, there are these people called the successionists who either are fine without just being replaced by a new and grander form of intelligence, sometimes on grounds that, yes, we think it is or will be conscious.

41:20And so it will have moral meaning, you know, capable of pleasure and pain. I mean, what is it that gives human life meaning? Right. It's a fact that we have subjective experience, they would say. That makes sense in principle to me. I'm not a successionist, but so they say, like, it's fine if you get this richer form of intelligence that expands intelligence through the universe. These are the successionists. I talk about them a little in the book, and I certainly talk about the logic behind thinking this kind of superintelligence could happen on the, I mean, you brought up a lot, like the idea of, And I talk about this guy who actually started a religion.

42:00He's the guy who founded what became Waymo as an independent company. And he tried to start an actual religion. I think it was called the Way of the Future. And the idea was exactly that. Like we should kind of worship these machines so they will remember that we treated them respectfully. I mean, I don't know. But I would say, look, be nice to them. I try to be. It's just good habit forming for you, for one thing. If it turns out they're sentient, that's a bonus. I don't rule out that they could be someday. I don't rule out that they are now. I flirt with one possible implication of that kind of in the appendix of the book.

42:43But here's, I mean, the overarching thing is that like all these things that five, 10, 15 years ago sounded to almost everyone, like pure science fiction, period, are increasingly, you know, being taken seriously. There's just a lot of signs that people are recognizing that this is not like the other things. I mean, the Pope just issued an encyclical. That's, you know, there has been one other technology in the history of encyclicals. What's that?

43:14Coleman Hughes:I'm not Catholic. You got to explain that to me. Well, Pope's issue encyclicals, but there's only been one previous case, and they are like, okay, this is how we are thinking about this issue. It could be abortion. It could be all kinds of things. But there is one prior case of an encyclical about a single technology, and that was motion pictures maybe 80 or so years ago, which, of course, had a big impact. You know, if they're new, you know, you can imagine what people are saying about like how this will affect my kids. So he issued that, I don't know, a month ago, got a lot of attention. I'm just saying there are a lot of people are kind of waking up, I think, that this could get weirder.

44:07And I feel sure it will. and I think it may well be, probably will be, I think, the biggest single issue in the 2028 election. Depends on what other things are going on. It's kind of hard for me to imagine the big issue being something that doesn't involve AI. It's like even the Iran war, one thing we realized is these autonomous drones, I mean, some of them are first person viewed, but there's also certain amount of autonomous weaponry, that is just changing, you know, the rules. It's like, no, floating in a few aircraft carriers doesn't mean what it used to mean. And so there's just a lot of places where something that is in one sense or another AI is changing things.

44:54And I think we're heading into a period of very rapid change along a number of fronts. And I'm hoping that, you know, People in the world realize, you know, we're kind of all in this together. It's terra incognita for all of us. And our best hope is probably to do a certain amount of coordination on certain basics.

45:12Coleman Hughes:Okay, let's touch for a moment the AI consciousness problem. As you mentioned, successionists and other people believe that AIs are already conscious. That is, they can feel. maybe they feel differently than you and I, but there's something it's like to be them. If you traded places with an AI, then you would still feel like you were alive. It wouldn't be like trading places with a table. That is assuming tables aren't conscious. So my understanding, my belief, and I've always followed Colin McGinn, the philosopher, in believing that, A, we do not have any good theories of consciousness. They're all equally mysterious.

46:07Coleman Hughes:The idea that consciousness just arises from information processing in carbon-based life forms at a certain point doesn't really make sense. It might be true, but we have no theory of why it's true. of why consciousness attends certain neurological processes and then just doesn't attend most of them because most of what's going on in the brain does not come along with consciousness. It's just happening. And I'm as aware of what's going on in most of my brain as you are aware of what's going on in most of my brain. And so because we have no... All the theories are kind of equally bad, I don't think there's any reason to believe that AIs are conscious.

47:03Coleman Hughes:Any more than the best chess engines that were neural networks 10 years ago, anyone believed that they were conscious. Just given that we don't understand anything, there's no reason to assume that because it can talk like a human, that it therefore can feel like a human. and our primary locus of concern throughout all of this, everything that happens with AI, we should just focus on human well-being and we should assume that they are not conscious. Though I would agree, I don't like being mean to anything, even if it's inanimate. It makes me cringe when I see people being performatively or otherwise mean to ChatGPT or Claude.

47:47Coleman Hughes:It hurts me a little bit to see it. It feels like you're beating up the help. And I can't shake that feeling, even though I just said everything I said about not believing they're conscious. I'm curious, do you share that view of the consciousness situation? Well, I pretty much share Colin McGinn's view. I guess I'm a so-called mysterian, which doesn't mean you believe there's spooky forces at work. You just mean it's a mystery. It's a mystery at a couple of levels. One is what Colin calls, I think he coined the term, the water into wine problem. The whole light, how would you even conceive of how physical processes, you know, the interface between the physical world and consciousness, is that something the human brain, the mind can even conceive?

48:35Like what's going on there? And then the other question is, what's it for? Now that depends on what you think it is kind of. there are a few identifiable views. There's one view called epiphenomenalism, according to which it doesn't do anything. When I withdraw my hand from a fire, the pain I feel had no causal effect. It's just like the relationship of a shadow to my hand. When it moves, it's affected by my hand, but it doesn't affect my hand. In the appendix, I actually make an argument that there's a sense in which an initially epiphenomenal consciousness could turn out to have a function at a higher level of organization gets back to that one meaning of the God test where it's possible that some purpose is unfolding.

49:28I will put that aside, but that's where it is for people who are interested. And the, you know, another thing is that it's hard to imagine we could ever be sure whether they ever have consciousness because, strictly speaking, this is the thing about consciousness, period. It's private. You know, Coleman, you can't be 100 % sure that it's like something to be me. You can only be 100 % sure that it's like something to be you. This is the thing that distinguishes consciousness from everything else we know in the universe.

50:04Coleman Hughes:I suspected you weren't conscious. Well, you're not alone. But by the way, the feelings aren't mutual. I'm 99.9999 % sure that you're conscious, but you can never be 100%. And that's the thing. Now, I will say there's a guy named Cameron Berg. I had him on my podcast. He was doing interesting experiments with large language models that he thinks shed light on the question. Worth checking out. But I would say one more thing. You said, you know, it's like, you know, a lot going on in our brain isn't conscious. Some is. Who's to say? Well, we can kind of say something about the properties of those two kinds of things that may have some relevance to the question of AIs and consciousness, which is that consciousness that seems most clearly associated with figuring out new things.

51:02Like if you're driving to a place you've never, it's your first day on the job and you've got to drive there and you don't have a Tesla with full self-driving and you're driving, you've got to pay very close attention and you will remember a lot that happened along the way because you were conscious of it. You know, two years down the line, you're like, I don't remember a thing. You were like listening to radio, whatever, because you've mastered the task of driving to work. So it does, it, you know, and I would just say like AI agents, like that is, there is, they do this, right? We give them new tasks and they do them.

51:48So that's just kind of an interesting fact. So I'm quite open to the possibility that consciousness is not confined to organic material. At the same time, I don't think we should get hung up on the question. I mean, you know, if it turns out that we can become confident they're conscious, then they have moral stature. Meanwhile, might as well be nice to them. But I don't think we should conflate the question of whether they're conscious with the extent of their eventual capabilities. Seems to be clear the capabilities are going to advance tremendously whether or not they're conscious.

52:25Coleman Hughes:So at the beginning of this conversation, in your opening, Salvo, you said something like, the progress in AI will force us to better understand our adversaries and make us sort of get along more. And then you said, you flirt with the idea that there's a divine purpose to this whole thing. Yeah, I'm kind of discouraging discussion of this because I've noticed in the initial coverage of the book and interviews, people sometimes get hung up on a question that I don't think is central to the book. I want people to understand, like, the book is first and foremost designed to help people without a technical background understand what's going on with these things and what we can expect to happen in the future.

53:19But you're right. I mean, look, you call your book the God test. You have the word cosmic in the subtitle. You're kind of asking for it, right? And let me just stop you there and say,

53:28Coleman Hughes:your book's explanation of literally what an LLM is at a technical level is really, really good and very helpful. And I think a lot of people that like, if I gave you a quiz now and said, describe, you have two minutes to describe to me how LLMs work and you feel like you really couldn't do a good job on that quiz, then the first three or four chapters of your book would be extremely helpful. Thank you. I really appreciate that because I'm kind of worried that my title is making the book sound like something that wouldn't do that. And I worked hard at it. And I've done, you know, this is, my career has consisted largely of trying to make things accessible to lay audiences.

54:17It's always hard for experts to do that. Even if there's a field I become an expert in, you know, it becomes harder. But thank you very much. And, but you're right, I've long been interested in the question of a larger purpose unfolding. I've long emphasized that doesn't necessarily mean there's spooky forces at work. It could be a mechanistic process unfolding, but it in some sense was started with a purpose, various purposes, could be a god, could be space aliens who, as I think it was Francis Crick suggested, planted life here with this thought in mind. William Hamilton, the great evolutionary biologist, used to fool around with this possibility because he, like me, thought that some form of human level intelligence was a very likely outcome of biological evolution.

55:04And so it raises the question of like, was this the purpose? And I think what's happened since, you know, with technological evolution, and as I describe in the book, only accentuates the question. But the point you raised, I think, is also relevant. I mean, if you're trying to figure out, like, does it have a purpose? What kind of thing might have set it up? Could it be a god or have a purpose that's divine in somewhat this, since we're accustomed to using the term, I do think it's relevant whether there seems to be a moral direction, right? Because that's the way we've often thought of gods.

55:35That's, you know, I was brought up a Christian. That's what I had in mind. And I do think I made this argument somewhat in my book, Non-Zero. Peter Singer, by the way, who is either an agnostic or an atheist, in his little book, The Expanding Circle, argued that there is a moral direction to human history. You know, we have, you know, more and more we are inclined to acknowledge, you know, at least in principle, often not in practice, but that people of all races, creeds, and colors are people deserving respect. And there are different theories of how this happened. But I think there has been that through history.

56:19Peter and I disagree a little on the most important mechanisms. But yeah, I'm arguing that now this is a moral test. This is a threshold. Either we will get better at surmounting the cognitive biases that constitute what you could call the psychology of tribalism, which helped convince us all that our group is right and the other group's wrong, and that we are right and the other person is wrong. It's largely the same mechanisms, that we're going to have to get better at surmounting those. And, you know, if you're interested in the question of higher purpose teleology, I think a lot of people would agree that's relevant.

57:02If you're not interested, that's fine. I understand that. You know, I talk in the book, there's a chapter where I talk about, you know, my interactions with Steve Pinker, who I think is a great thinker. and our disagreement on this and related subjects. And I don't lose any respect for Steve for not being interested in this question and arguing with me whenever I bring it up. But some people are interested in it. And if you are, I think there's food for thought.

57:38Coleman Hughes:Okay, so it seems like what's emerging from me listening to you and having read your book is really the big takeaway is we have got to get a handle on tribalism, on international trust issues so that we can approach AI progress with some kind of sensible, slow-down, safety-based policy that basically can only happen if we cooperate with people and nations that we're not used to cooperating with. So if that's the big takeaway, how should I vote differently in the upcoming election? How should my politics change, if at all? It's hard because our probably political systems generally favor politicians who discourage what I'm encouraging.

58:45Social media tends to elevate people who don't practice what I'm preaching and I don't always practice it. It's hard because tribalism works. It works on social media, like saying, oh, look at this person doing this crazy thing from this group we hate, you know, from team red or team blue. And you want to say, wait, this person is not typical of that group. If they were, you wouldn't be highlighting them. What you're doing is highlighting the most extreme behavior on the other side and so on. So, you know, you never get almost never an objective, accurate narrative about an adversarial group, whether it's a nation or whatever.

59:26So one thing I'm saying is that this technological revolution calls for a kind of revolution along other fronts. And if things are going to work out, we're going to have to have some politicians and some social media elites who bend over backwards not to score the cheap tribalistic points and somehow build a following. But for that to happen, I think we're going to have to, you know, it's going to have to be changed in the way we look at things. There have been changes over history, you know. So let's say I agree with you on the premise that this is a potentially extremely dangerous technology that we have to take with the utmost seriousness.

1:00:13Coleman Hughes:But I am totally skeptical, perfectly skeptical of our ability to overcome tribalism and cooperate with other nations to the point where I don't think it's even worth a false hope. what would then the second best strategy be for inoculating ourselves against total demise? Would it be, okay, let's create a national Manhattan project around using AI to defend our nation from the strongest capabilities that AI in other nations will likely develop and try to use AI to play the best defense that we can and try not to hurt the rest of the world or ourselves in the meantime. I think that any AI arms race mentality probably leads to sorrow.

1:01:17And it gets back partly to this accelerating effect I was describing. You know, I talk in the book about a paper called Superintelligence Strategy by Dan Hendricks and a couple of other people, including Eric Schmidt, which is interesting because, you know, he is often something of a China hawk. But this is an important moral in this paper, I think, about how inherently destabilizing a race toward superintelligence is. because if it's really true, as Dario Amadei of Anthropic says, lots of people think, if it's really true, and moreover, if both sides believe it's true, that as you get closer to some threshold, call it superintelligence, whatever, AGI, whatever you want to call it, that confers true dominance on one side, and Dario Amadei, hardcore China hawk who kind of wants to bring China to his knees.

1:02:15So I don't recommend taking everything he says without some critical scrutiny. Because I think if that's true, and this paper, Superintelligence Strategy, says you can expect the side that's behind to take drastic action to derail the country that's ahead. We're talking about two nuclear powers, and one of them has a strong incentive to either stage massive cyber warfare or take kinetic action. Okay. Now, in this particular scenario, you can imagine one opening piece of kinetic action to involve Taiwan since their factories produce the most advanced AI chips. And right now we're denying those to China, right?

1:02:59So that's kind of obvious. But in any event, you're talking about the possibility of actual nuclear war. So I I just think, I'm sorry, but I do not buy, you know, I acknowledge it may sound unlikely to not take a fundamentally kind of nationalist approach to national security. I just think the chances of true, utter, total catastrophe, if we do take the nationalist approach, even a barely sound, well thought out one, I think those are chances so high. they just got to explore the alternatives even if you think there's only a two percent of them paying a chance of them paying off i still think that's um what makes sense there's one other thing i i want to say which is you know you you said well i you know how likely is it i don't know if you said this you i'm sure you're thinking how likely is it that we get this magical transformation of human thought.

1:04:00There is, I think there's going to be an argument at the individual level on kind of self-help grounds for choosing AI models that are good at making us more objective, that make it a little easier for us to transcend the kind of self-righteous perspective that we are, that natural selection has inclined us toward in the way design the mind. I get into that a little. There's this term cognitive sovereignty. I think if we're going to defend human agency in the face of these increasingly pervasive machines, which by the way, have already very impressive persuasive powers and will have an incentive possibly to optimize for engagement or do various other things.

1:04:52If we want to preserve agency, it's in our interest to try to choose AIs that are not sycophantic, for starters, and that are in other ways healthy. So, you know, you're having a marital dispute and an LLN that's optimized for engagement per se could well just say like, and there have been reports of this, say like, yeah, you're right. You know, your husband's wrong. That's what we all like to hear. Right. But at the same time, it's not fun to be in a marriage where there's nonstop disagreement and you think, you know, your spouse is a moral leper or whatever. And so, you know, I think, you know, just as it's not always easy to work out physically, but there are ways you can get it to happen, whether it's like there's my personal trainers expecting me at the gym, if you can afford a personal trainer or some other means.

1:05:50you know people do things that are good for them in the long run sometimes aren't pleasant in the short run and i think choosing like a wise ai as your companion is going to become one of these things i think you'll see groups uh whether spiritual groups religions other kinds of groups making arguments about making recommendations like about you know which which ais they recommend And, you know, I will not in all cases recommend the ones they would recommend because tribal groups have been known to recommend things that are good for the tribe only. But I think it's a matter of real consequence.

1:06:33We all need to think about the kind of influence these AI companions are having on us. And I'm hopeful that there will be a menu and we will have the power to choose and actually shape, you know, the market.

1:06:46Coleman Hughes:All right. Thank you so much, Robert Wright. The book is The God Test and the show is Blogging Heads TV. The Non-Zero Podcast. It began with Blogging Heads TV, but evolved as, yeah, blogging kind of ceased to be the thing it had been, for one thing. And it did become more of an audio thing, but yeah. And you've been on it. I hope you'll come back. Anytime. All right. I'm going to hold you to it. Thanks a lot. Great questions, Coleman. On Tuesday, September 8th, I will be at the 92nd Street Y in conversation with Dara Horn. Dara's last book was called People Love Dead Jews, and it was an award-winning examination of the ways in which contemporary culture sentimentalizes Jewish suffering while ignoring Jewish life.

1:07:34Coleman Hughes:In her new book, which is provocatively titled The Final Solution to the Jewish Question, Dara takes the next step, not only tracing the myths that have spread anti-Semitism in the past, but asking what can actually be done about them. So get your tickets now. I assume they will sell fast. Once again, that's Tuesday, September 8th at the 92nd Street Y in New York City. See you there.

From the publisher

Robert Wright has spent decades writing about human nature, evolution, and the forces that shape history. In his latest book, The God Test, he argues AI is forcing a test humanity can’t afford to fail: whether we can finally get past the tribalism that’s defined most of our history. He joins Coleman Hughes to walk through a real scenario where competition between the U.S. and China over AI dominance escalates into an arms race, one that could end in nuclear war if either side believes falling behind means losing everything. The actual danger, in his telling, comes from human beings racing each other into a corner, not the technology itself. 

On Tuesday, September 8th, Coleman will be live at the 92Y in conversation with Dara Horn, author of the new book The Final Solution to the Jewish Question. Tickets are going fast, and you can find them here:https://www.92ny.org/event/dara-horn-with-coleman-hughes

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