Let's say the AI, let's say for the sake of argument that it that it will be a third industrial revolution. Obviously, the second industrial revolution from 1870 to 1900 or so, I think it tripled the living standards in the US. But what have we learned from prior leaps in human progress and what lessons should we apply today? And what mistakes should we avoid? You didn't you you're not too concerned about mistakes, but are there lessons or are there mistakes to avoid? How how are you how are you thinking about this based on history? Yeah, so look, the big thing is for a very long time we had a model or an ethos or an ethic of of industrial progress. It started with like you know, basically once upon a time it was for for the greater glory of God it was to discover the secrets of the universe and nature as a way to to glorify God, but then that that turned into what became known as natural philosophy which turned into science. And then the the enlightenment hit and then science became technology. That became industrialization and then you know, we had about a 250-year run or something from basically like steam power through basically the 1970s where we said, "Wow, this is great. Like we can build all these new things. We can do electric you know, we can electrify. We can have you know, lighting everywhere." You know, we can have you know, antibiotics. We can have you know, computers. We can have cars. You know, we we can we can build all these amazing things. By the way, we can build weapons, right? We can build like you know, guns and we can have like you know, increasingly powerful tanks and aircraft and and so [snorts] forth. And and we can do all these things, you know, good and bad or you could say maybe civilian and military or you know, sort of pacifistic or or potentially violent. But we we have we have all these things that that we can do and we should do these things. Like we should build these things. And and by doing that, you know, and and certainly in in aggregate overwhelmingly we we we can improve the world and that that created the civilization that we live in today. You know, I think basically things took a bit of a left turn in the 70s with what was a concept invented by the German Greens at the time called the precautionary principle. And that sort of you know, kind of corresponded to the rise of a lot of the kind of defining ethical ideas of our period you know, which basically basically advocated a much more cautious stance. Um And and that's very kind of an an evocative idea right now. Number one, cuz it just seems so obvious to people in our modern world that if a technologist is going to release a new technology, the burden should be on the technologist to prove that the technology is not harmful, and that's what you keep hearing about about AI. Um, you know, the observation that I make is the German Greens invented that concept in the 1970s to stop nuclear power. Um, and I think, you know, that the consequences of stopping nuclear power 50 years later, you know, it's just it was just like a catastrophic mistake. Um, you know, geopolitically, it's directly connected to Russia's invasion of Ukraine. Europe is effectively funding Russia to invade Ukraine cuz they keep, you know, buying oil from them, which they wouldn't need to buy if they were running all nuclear. And then, of course, carbon emissions. Nuclear is carbon, you know, zero carbon. Um, and of course, the alternative to nuclear and to carbon, um, you know, oil is is is coal. And so, you know, emissions in Europe are are right now spiking through the roof because they're bringing all these coal plants online. Uh, and so, anyway, like I would argue in the last 50 years, we've we've we've played out this experiment with the so-called precautionary principle. It did not work well uh for the technology it was invented for. I don't think it makes a lot of sense for most of the new technologies. There's now an attempt to apply that that that that ethos or that rule for AI, which I think would be another catastrophic mistake. And as as we sit here today, I think it it uh it's uh the future hangs in the balance because there's a lot of people who are pushing for that right now. >> And in your essay, to jump to this, I assume everyone's read it. You know, it's interesting to me, my my mind goes to productivity first. My mind goes to the fact that we haven't had productivity growth, and this is very bad for everyone, especially poor people, over the last over the last few decades. This could actually make productivity growth go up. You actually didn't start on productivity growth. You started on the fact that we all get personalized coaches and education and all these other things. But was this partially a rhetorical tactic to appeal to people, or do you do you actually think productivity growth is not the most important thing? How how how are you thinking about this? Well, productivity growth is the most important economic thing, right? Um, productivity growth is how technology expresses itself in the economy. Um, productivity growth is the source of effectively all economic growth. And so therefore technology is source of practically all economic growth and that's been the case for hundreds of years. Like that that that just is that that kind of is what it is. And the the nature of the technology is obviously changed over time but you know, fundamentally if you just have the same resources and the same people and you don't have new ways of doing things which is what technology is, then you have stagnation. If you have technology you have the potential for growth. So it's the most important economic thing. It's therefore the most important thing for material progress right in the world, right? So if you just want to make people materially better off, you know, this is the thing that you focus on. But the mental health might not be helped by this. Well, the thing this is the thing this is the thing. So this is kind of what we learned in the last 100 150 years, right? It's like just material progress is apparently not sufficient, right? Like it's actually really funny cuz it's like the the Marxists were like super focused on material progress. Like their whole view of the world and of history and of evolution and how things change was based on material progress. And then the conventional justification for classical liberalism or for capitalism has been, you know, progress in material welfare. And of course what we all experience day-to-day is progress in material welfare. And when your kid gets sick, you don't really want to have a, you know, some sort of involved conversation about ethics or morals or whatever. What you want to have is like a state-of-the-art hospital nearby with all the best technology you can possibly get. And you know, doctors and nurses who are incredibly well incentivized and compensated to be able to to take care of your kid. So So I think you're right. Like it is the actual most important thing. It's just it it it in our world today we don't just that alone does not seem to win arguments. >> [laughter] >> And and by the way and in fairness not just that it doesn't address the totality of the human condition. And so I think it's also important to to to address kind of higher level issues and how humans experience life that's not just material. >> There's a couple ways to take that. So first of all tell us a little bit more like what are like what are the most important changes in our life that are not material? Like what what do you I mean other than mental health? Like what what are what are the things that actually actually change here? Well, yeah. So look the big one I'll start [clears throat] with the really big one and this this is you know, there's a long running debate around around this in the history of technology industrialization but I think that this this is the following point applies here, which is like what kind of life, you know, should a human being live, right? Um and like and to be clear, like I'm not like a UBI, I'm the opposite of a UBI person. Like I'm not a UBI person. I I'm not a communist. Um I think it's a bad idea to pay people to not work. Um I think we're running an experiment in this country right now to pay a lot of people not to work and it, you know, it's sort of a big catastrophic mistake. Um and so like I I I I'm definitely not that. Hav- Having said that, you know, there there is a fundamental question, which is how what what should the human experience be? How should people live? Um and in partic- and again, this is a classic kind of argument for industrialization, um which is like the the the the baseline there is I don't think people should have to live lives of drudgery, right? Like I don't believe people should have to, you know, 300 years ago the conversation would have been agricultural technologies and I would have said I don't think people should live lives as as subsistence farmers, you know, 150 to 100 years ago we would have said I don't think people should live life just as factory workers. Like we should create new kinds of white-collar jobs. Um you know, 50 years I would have said people shouldn't be just like stuck in an office doing paperwork all day long, they should use computers, right? To do the to do the paperwork instead. Um and then and then today what I would say is look, most most of the drudgery of life, most of the things and you know, like everybody knows everybody you can, you know, you know it when you see it, right? It's when you show up and it's like, okay, there's the form and there's the thing and there's the, you know, you open up your email and there's the 200 emails. >> shouldn't self-service be building a few of these bridges? Isn't that good for them to get a little like hands-on? Should they be using AI for all of it? Yeah, maybe yeah, maybe at some point they should learn how to do it by hand. Um you know, and look, I'm I I have an 8-year-old and he is getting taught how to like add numbers by hand. Um and so yeah, he actually he has a he's a he's he's actually learning Mandarin. Um and uh so his uh Mandarin teacher also has taught him how to use an abacus. Um and so you know >> [laughter] >> in the worst-case scenario, right, of an EMP, you know, nuking everything, he'll be able to at least add up numbers. Um so um you know, may- yeah, look, people should get trained and like people should have skills and we could we could talk about that, but like should you go through life as a human being doing things that machines can do for you? I think generally speaking the answer to that is no. You should go through life doing the things that uniquely people can do. And I And to be clear, I think there are many, many, many things that people can do. I think people explore. I think people create. I think people help other people. And I I My aspiration would be that increased technology and in particular AI should basically actually make it possible to be more human. You should be able to spend more of your life doing things that are human in in their nature and human in the sense of fulfillment as opposed to doing the things that the machines can do for you. And I And I look, this this is one of those things where like if this really works, this this really holds out that that kind of opportunity.