Invest Like the Best with Patrick O'Shaughnessy - Samo Burja - The Great Founder Theory of History - [Invest Like the Best, EP.339]

Episode Date: August 1, 2023

My guest today is Samo Burja. Samo is the founder of consulting firm, Bismark Analysis, and has dedicated his life’s work to understanding why there has never been an immortal society. His research ...focuses on institutions, the founders behind them, how they rise and why they always fall in the end. As you’ll hear, Samo has an encyclopedic grasp of history and his work has led him to some fascinating theories about human progress, the nature of exceptional founders, and the future of different societies across the world. Please enjoy my conversation with Samo Burja. Listen to Founders Podcast Founders Episode 311: James Cameron For the full show notes, transcript, and links to mentioned content, check out the episode page here. ----- This episode is brought to you by Tegus. Tegus is the modern research platform for leading investors. Tired of running your own expert calls to get up to speed on a company? Tegus lets you ramp faster and find answers to critical questions more efficiently than any alternative method. The gold standard for research, the Tegus platform delivers unmatched access to timely, qualitative insights through the largest and most differentiated expert call transcript database. With over 60,000 transcripts spanning 22,000 public and private companies, investors can accelerate their fundamental research process by discovering highly-differentiated and reliable insights that can’t be found anywhere else in the market. As a listener, drive your next investment thesis forward with Tegus for free at tegus.co/patrick. ----- Invest Like the Best is a property of Colossus, LLC. For more episodes of Invest Like the Best, visit joincolossus.com/episodes.  Past guests include Tobi Lutke, Kevin Systrom, Mike Krieger, John Collison, Kat Cole, Marc Andreessen, Matthew Ball, Bill Gurley, Anu Hariharan, Ben Thompson, and many more. Stay up to date on all our podcasts by signing up to Colossus Weekly, our quick dive every Sunday highlighting the top business and investing concepts from our podcasts and the best of what we read that week. Sign up here. Follow us on Twitter: @patrick_oshag | @JoinColossus Show Notes (00:02:52) - (First question) - The core thesis behind the Great Founder Theory (00:06:40) - Great ideas inevitably being discovered at some point in history  (00:08:45) - The historic implications of a global adoption of the Great Founder Theory (00:10:51) - The different possible directions of future trends (00:17:08) - Distinctions between great founders versus live players   (00:22:15) - Common misconceptions about what qualifies one as a great founder (00:24:38) - Noteworthy great founders in the United States (00:28:34) - Recurring observable traits and common themes of great founders   (00:31:29) - Using caution when projecting a mythic lens onto great founders  (00:37:53) - Social technology as the upstream effects of prior material technology (00:43:32) - Whether or not institutions play a role in propagating the work of great founders    (00:49:08) - The role of power and differences between owned and borrowed power   (00:56:51) - Additional ideas that play an outsized role in shaping the world  (01:01:09) - A differing worldview to his own that he finds interesting (01:04:53) - Whether or not capital allocators can benefit from the Great Founder Theory  (01:07:37) - The kindest thing anyone has ever done for him

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Starting point is 00:00:02 Hello and welcome, everyone. I'm Patrick O'Shaughnessy, and this is Invest Like the Best. This show is an open-ended exploration of markets, ideas, stories, and strategies that will help you better invest both your time and your money. Invest like the best is part of the Colossus family of podcasts, and you can access all our podcasts, including edited transcripts, show notes, and other resources to keep learning at join colossus.com. Patrick O'Shaughnessy is the CEO and founding partner of Positive Sum, and the CEO, of O'Shaughnessy asset management. All opinions expressed by Patrick and podcast guests are solely their own opinions and do not reflect the opinion of positive sum or O'Shaunacy asset management. This podcast is for informational purposes only and should not be relied upon as a basis
Starting point is 00:00:48 for investment decisions. Clients of positive sum or O'Shaunacy asset management may maintain positions in the securities discussed in this podcast. My guest today is Samo Berger. Samma is the founder of consulting firm Bismarck Analysis. and has dedicated his life's work to understanding why there has never been an immortal society. His research focuses on institutions, the founders behind them, how they rise, and why they always fall in the end. As you'll hear, Samo has an encyclopedic grasp of history, and his work has led him to some fascinating theories about human progress,
Starting point is 00:01:23 the nature of exceptional founders, and the future of different societies across the world. Please enjoy my conversation with Samo Berja. Samo, your writing has been amongst the most interesting that I've encountered, in the last couple of years, just a tremendous variety of ideas and ways of looking at the world and history. One of the overarching things that you're best known for is this lens on history that you call great founder theory. I'd love you to just begin by laying out the core idea here, how you came upon the idea and maybe what it opposes the alternative view of history from the one that you've developed. I'd love to start there and then we'll dive into lots of nooks and crannies
Starting point is 00:02:02 together. To me, it seems that most of social science for the last hundred years has been focused on trying to find these macro deep patterns of human behavior, human history, sometimes being as hubrisic to try to find immutable laws of history, such was the case in the early in the middle of the 20th century. And while it certainly is the case that there are deep patterns that are worth studying in the nature of all civilization from the advent of the advent of the agriculture to today. And while it certainly is true again that there is a deep current that's changing our society that started with the Industrial Revolution 200 years ago, none of these patterns were seven stone. None of these patterns are fixed. So I think none of them really rise to the
Starting point is 00:02:53 level of sociological laws. And the reason why we can't just predict future history for the next 200 years is that people observe society and they come to alter it. Exceptional individuals, great man's theory of history sense, perhaps don't determine everything to how things transpire. But I think almost all of the exceptional institutions that have shaped human civilization, anything you can think of, be it organized religion, technological companies, political systems, We usually have an individual or a small group of people who deviate from the previous social norm, create a new type of organization, a new type of institution, or honestly just a new way
Starting point is 00:03:39 of doing things as the old society fails. And we see this over and over again. Again, to give historical examples, it might take a very religious and legible form, such as creating, founding a new organized religion. say, for example, Muhammad reorganizing the tribal Arab societies into a cohesive unified whole ends up expanding and conquering most of the Middle East. It might take the form of, say, Confucius, who has this relatively modest social reform program, but ends up teaching something like a hundred bureaucrats who travel the country
Starting point is 00:04:17 and try to spread the social philosophy of reforming the dysfunctional Chinese states during the warring states period, and eventually that comes to dominate their education system for 2,000 years. Or it might be Charlemagne, refounding what is basically a tribal structure into something that ingests Roman law, creating the Frankish Empire as we think of it, and linked groundwork for medieval European feudalism. It's not the case that Charlemagne or Muhammad or Confucius thought out the full effect of their reforms on society for a thousand or 2,000 years. It's just that it did shape human civilization for the next 1,000, 2,000 years. And if you removed any of them, history would have gone quite differently, not necessarily because
Starting point is 00:05:10 of their personal impact, winning this or that battle, but from the perspective of reshaping the to truth is, you know, to set the probabilities for these events. How do you think about things where if there's a compounding cumulative knowledge of society that builds on previous knowledge? So there's like always this adjacent possible. And that there are certain ideas, let's take like calculus, for example, where like Newton and I can never remember if it's Leibniz or Spinoza effectively like discover quote unquote calculus at the same time. And calculus is really important idea in like the progress. of our understanding of the world or our ability to do stuff as a species.
Starting point is 00:05:53 The fact that two people discovered the same thing at the same time and you see this, I think this happened with relativity and it's happened with other ideas, that it doesn't really matter who the person is. And if Einstein didn't exist, someone else would have discovered this idea. How do you think about concepts like that? It's inevitable and the person matters less, maybe. I think to some extent there is knowledge which is overdetermined and which just will be were well discovered.
Starting point is 00:06:19 There are any examples of this, right? We could even go much further than your analogy with Newton. About the same time, traditional Japanese mathematics, so in the 17th and 18th century, was in a way completely unrelated to European mathematics, basically discovering calculus. So sometimes these parallels go even across totally different societies. It is the case that some knowledge is like that,
Starting point is 00:06:42 but I want to caution here that human organization isn't just knowledge. So the idea of monotheism or religious law or meritocratic bureaucracy, these are ideas that might be discovered independently, derived independently. But will that particular knowledge, that particular time, adhere into a new class of Chinese civil servants, will it cohere into a new organized religion, will it cohere into a concrete Frankish empire? I think there's nothing overdetermined about that because it's not just knowledge, it's creation of human organizations that transfer this knowledge.
Starting point is 00:07:23 That's why I talk about the creation of institutions as such. What do you think is the major so what of your worldview? If someone is converted, let's say, to your view of the world and history, what changes? What beliefs change? What behavior changes? Like, if the whole world agreed that you were right, how would things be different, do you think? Well, I think for starters, people in the early 2000s would have not assumed that China will become a democracy just because it's becoming wealthy.
Starting point is 00:07:54 That was in a way now in 2023, it's an acknowledged blunder of US foreign policy and an example of wishful thinking. The more constructivist view, a more great founder theory view would say, oh, let's examine the Chinese Communist Party. Let's examine how it's different or similar to the Soviet Union. let's examine how well the machinery of the party works, and then we'll make up our mind if this thing is going to stay in power or not as China grows wealthier. Now, it's still probably on net the good thing that China became wealthier.
Starting point is 00:08:27 But I do want to say that policy at the highest level, and not to mention investment decisions, but I often made on the basis of long-debunked historical theories. and looking at some heats as to what's happening in organizations, not taking it for granted that they will persist. That's a very important difference in worldview. I think it prepares us for a vastly different world. I think 50 years from now, we shouldn't expect a world that is like the present, but more so. I think we'll have deep institutional change within the Western world, the way, say, social media reflatured, the way we approach, politics, that's going to have deep consequences, deep changes. And there's no deterministic way to
Starting point is 00:09:15 figure out how that's going to play out. Say the introduction of social media in the West results in polarization. And in China, it resulted in a very intense regime of censorship. So the same technology, the internet with social media on top, results into very different political phenomena. If you think about the power of that, predicting the future is basically today, us progress in the same direction. What are different directions that stand out most to you as possible futures that might surprise people? If you take that 50-year-hens example, what are things, trans, great founders, people that you're watching that might affect the way the world looks in 50 years that are very different than how it looks today? I think there's some interesting
Starting point is 00:09:59 surprises where most of the Middle East will probably fail to properly industrialize and develop any sort of high-tech energy, any sort of transition away from oil. However, an interesting exception to this, might be the United Arab Emirates. People a few years ago were surprised that there was an Emirati mission to Mars. Now, of course, this was mostly done by the Japanese Space Agency, yet significant partnership existed within the UAE. People also might be surprised to learn that they are building nuclear reactors for civilian use. They also are starting to manufacture all sorts of other equipment within the country. So UAE might be a very successful, highly developed country 50 years from now,
Starting point is 00:10:48 if basically the current monarchs, the successors, continue to be relatively directed while governing, if they continue to agentically adapt to economic changes. It's the same kind of transformation that perhaps we saw with Singapore over 50 years after its initial independence. under Lee Kuan Yew, where he sort of broke the mold in a whole variety of ways. And the usual advice for how a country should develop was ignored. And most of the countries that followed that advice didn't develop.
Starting point is 00:11:21 Meanwhile, Singapore did. The other important one is that I think that the European institutions will decay much more than people are even now assuming. I think that significant chunks of Europe might become somewhat important. impoverished. And the key reason for this is that there are very few live players that is exceptional, exceptional people who can adjust to their circumstances in any position of power in Europe, in the European system, be it in the economic domain. There are a few exceptional new companies. There's a reason that European tech stagnates so profoundly. Russia has more unicorns than Germany. and Russia is not a well-functioning economy, but for whatever reason, it's easier to create
Starting point is 00:12:10 a tech startup in Russia than it is in Germany, acquire like a large market and so on, large user base. Unless someone actively refounds European governments, the EU supranational bureaucracy, or even something like key industrial sector in Europe, Europe will continue to lose how to like one or two percentage point a year way, where at first it's imperceptible, then 20, 30, 40 years on, it just seems a vastly different place. I think thinking of Europe as the formerly developed world will become common. What about the United States? The United States has some similar problems to Europe.
Starting point is 00:12:54 It just has them to a much lesser degree. There's some discussion recently of American dynamism of re-industrialization of things like the CHIP acts. They're supposed to reshor certain kinds of manufacturing in the United States. Obviously, the U.S. has relatively healthy startup scene. Obviously, artificial intelligence is advancing most rapidly. It's advancing most rapidly in the United States here in the Bay Area. But I think ultimately, core problems of the U.S. government have not been resolved. The U.S. government is less functional, is less competent is less cost effective than it was 40 or 50 years ago. Whatever we think of other
Starting point is 00:13:37 social changes, it is hard to deny that a government-run project will just be run worse than it would have been in 1960 or 1940. In addition to this, outside of artificial intelligence, software companies and tech companies have experienced a real slowdown. The reason that so much capital flowed into AI wasn't just because AI was wonderful and exciting, it's because there was nothing else around. There's a real, genuine breakthrough with Chad GPT, but what else is happening? What happened to cryptocurrencies? What happened to software is eating the world? All of that, those mantras that created many, many new companies value the economic out of those companies was smaller. US economic growth, I think, is somewhat overstated, but real. Meanwhile, in Europe,
Starting point is 00:14:28 I think we are already seeing the beginnings of just a contracting economy. In some ways, Japan is a good example of where our future is going, with the United States, Europe, and lots of the developed East Asian economies and some semi-developed ones like that of China are experiencing a massive demographic transition. And some of these things are very much exponential, where, for example, when your population starts aging at first, you might even have, an increase in total population since while fewer people are born, previous generations are still alive and working eventually start to see a decrease in
Starting point is 00:15:07 population and one year is the population shrinking by 100,000 in a few years might be two, three, four million just because it's already baked in so deeply. These are all compounding effects. So ultimately that demographic headwind is something that only do you United States is outrunning a little bit with the help of immigration, however, mostly it's from rising productivity in the tech sector. And then the tech sector itself, it's making a big bet on AI. If AI doesn't work out, that has the big economy transforming bet. I think the U.S. will also slip into this kind of decaying state. If you think about some of the key terms that you've mentioned, I want to pick on two, concept of a great founder and the concept of a live player,
Starting point is 00:15:58 which is a term I love, I've sort of adopted my own version of it in lots of conversations, maybe define what both of those terms mean and help us understand the relative frequency of those. How many great founders have there ever been in history? How many live players are there alive at any given time in your estimation? Give us your definition of those two terms and how common they are. Okay. I think every time a founder creates a new organization, This is a singular act of social creation, even if it's something relatively boring, like a technology company or a nonprofit organization. Their peculiarities and who they pick a staffing, what their decisions that they're making are. Similarly, what would the great founder be?
Starting point is 00:16:41 Well, they're the creator of a key new social institution. We think one way to think of civilizations is that civilization isn't a single organism. it's less a tree and more a forest, where any individual institution can be replaced, and it still is recognizably the same civilization, the same ecological pattern. Say, if you were to look at Western civilization and observe that, I don't know,
Starting point is 00:17:06 say the Catholic Church is much less important now than it was 100 years ago, just because society secularized doesn't mean it's a different civilization yet. When exactly, you know, does the forest transform into Sabam or something like that? We can have those discussions. But it is true that some institutions are vastly more influential than others. So having said that, how many unique pieces of, let's think of it as social technology
Starting point is 00:17:31 or unique civilization-defining institutions are there per civilization? Well, I think that most civilizations have sort of like five to maybe eight unique things that they're doing. So the total number of distinct and this macro historical sense civilizations for human history that we know of, I would say that it's about 30 or so different civilizations. Most of them, of course, long gone. No one is very much interested in Sumerian civilization except as a historical case study today. It doesn't impact us in a profound way, except perhaps in some ways influencing biblical myths of the Great Flood and so on. So then let's say that about 30 civilizations, some of them still relevant, some of them ancient history, each of them having probably something like 10 or so great founders. So I think for all of human history, if you were to chart the impact of these individuals, and again, I want to emphasize sometimes it's a small group of people. It might be an individual plus a few very close allies, or it might be a partnership of two lawgivers or anything like this.
Starting point is 00:18:38 such small human clusters, I think we're talking about 500 people at most, 500 people at most for human history. And then for the term life player, all great founders are live players, not all live players are great founders. A life player is someone that is not operating off of an inherited script. An inherited script might be something like professionalism, political tradition. It can be anything. It can be a very successful script. If I am a surgeon and I work exactly as I was trained, I'll be doing a fairly good job. And I can repeat this exact program, this recipe that I've been taught and, of course, apply it in my domain with some creativity. And society basically functions on the top of such roles, on surgeons, engineers, plumbers, but also lawyers, politicians.
Starting point is 00:19:32 At least, a live player, though, is someone that can on the spot, improvise, develop, and create new social roles. And one of the surest indicators that someone is a live player is the ability to jump multiple industries. So if you see someone that's succeeded in one industry and gone to a totally unrelated field of activity and succeeded there as well, and then gone again and succeeded as well, it's very unlikely that's luck. And it's very unlikely that they're using the same recipe or the same insights for all three domains. And I think that's sort of the strongest evidence that some individuals can recreate patterns of behavior and improvise essentially in a way that's basically just very deep, very groundbreaking. And I think the total number of live players in the world probably right now is closer to about 50,000 or so.
Starting point is 00:20:27 So it's actually still extremely rare. A fun historical example might be Arnold Schwarzenegger who rebrands from being a weightlifting champion to being an actor to being a politician. Well, look, while he was an actor starring in Blockbuster movies, people said, oh, he's not really an actor. As soon as he became a politician, people said, he's not really a politician. He's just an actor. So it's that kind of jump to a different activity that demonstrates an aliveness and adaptability.
Starting point is 00:20:58 I have so many questions about both. maybe starting with great founders, since there's so many fewer of them. What's an example of somebody that we all might have the inclination as a great founder? I'm going to make one up, like Napoleon or something, that is in fact not one and why. Like, I just want to use an example or two to really drive home the point that potentially so few people have effectively driven what happens in the lives of however many billions of people that have lived through human history. For Napoleon, he won many battles. He was an exceptional general.
Starting point is 00:21:32 But if he were to become a great founder, I'm not yet convinced that he is even. It would mostly be through the military and legal reforms that he instituted. Now, when it comes to military reforms, I think that his method of directing battles and so on with the general staff and everything, that was somewhat influential. but I think it was overdetermined to have developed in that direction even without Napoleon. The interesting thing, though, is that his code of law that spread across Europe, that could be argued to be profoundly influential. That was actually the moment when Europe stepped away from feudalism, when adopted a very different legal framework, say, guilds were outlawed in a lot of Europe.
Starting point is 00:22:20 It would be an exaggeration to say markets were opened, but it would not be an exaggeration to say that people from all walks of life could suddenly enter positions in not just the French state, but all of these puppet republics and kingdoms that were set up. Even in countries that were strictly opposed to Napoleon who were only coerced into alliances such as Austria and Prussia, some of these reforms were imitated because they were still administratively and politically successful. Now, having said all of this, it's still not clear Napoleon as a great fact. founder. It might turn out that in fact the civil code, this reform is much more important than we think. However, it seems to be a fairly short chapter in European history, with it being
Starting point is 00:23:07 not directly related to the Industrial Revolution as such. It doesn't seem like Napoleon's reforms were particularly conductive to France becoming a great industrial power 50 or 80 or 90 years later. If there are just five to ten of these key great founders per civilization, what are some of them for our civilization? It's very much a cliche to talk about America's founding fathers, but I'm pretty sure in his theology can disagree here. At least two or three of them will end up being considered great founders. Benjamin Franklin is a good guess. Thomas Jefferson is a good guess. Alexander Hamilton is a good guess.
Starting point is 00:23:47 say Hamilton can be argued to be the father with American industry in a way, through trade policy and through this prioritization of manufacturers. The Jeffersonian political ideology is radical and very different from what you have previously in the British Empire and in the colonies. Of course, you know, his role as a president to attempt to put some of that into practice. there are other exceptional individuals in the last 400 years that are not in the United States that could be considered great founders. I think for better or worse, Marsup Luther could be considered such Protestant Reformation was immensely destructive at first in Germany. It's undeniable. The result was the 30 years war, the wars of religion, all of that stemmed out of a religious conflict between Catholics and Protestants within the Holy Roman Empire.
Starting point is 00:24:42 in Germany. It is undeniable that the Reformation and Lutheran specifically created a distinct Northern European civilization that rose and became first the driver of global capitalism and then a driver of industrialization, technological progress, and came to in a lot of ways militarily dominate most of the world. And it has maybe two expressions. You could say that the British Empire is an expression of this Protestant civilization. Then so is sort of the German Empire. So again, it branches off into many different directions. If we were recording this podcast in 1971, it would be quite plausible to argue that, say,
Starting point is 00:25:27 Marx was a great founder. Again, you don't want to necessarily always endorse the effects of someone or their reshaping of civilization to acknowledge it. Because if we were recording this in 1973 or something like this, half of the planet is communist. And here's a fun one. If China becomes a dominant civilization for the next few hundred years, you know what? Maybe Marx was a great founder. Why?
Starting point is 00:25:52 Because modern China isn't Confucian. It's a Marxist society. If you read CCP documents and their official ideology, they in fact believe that they are practicing a straightforward evolution of Marxist theory. This is in a way the state ideology of a country with 1.3 billion people, the world's second largest economy. We take it sort of for granted that the St. Bolshevik revolution and the communist world is in the past. Quite possibly, China is here to stay for a very long time, and perhaps we can think of them as a distinct civilization. And maybe it's lazy of us to think of them as historical China, that's imperial
Starting point is 00:26:35 Confucian China. They're an intensely modern society. They're building huge numbers of shyways. People own cars mostly. They drive around. And the consequence of this sociologically is that in some ways it's going to become more similar to the United States, which is also car-oriented culture. But this is just fundamentally such a different China, but I think thinking of it, as a new civilization is perhaps warranted. And if that's the case, if this China is actually sustainable, then then Xiaoping is probably another great founder of that Chinese civilization, because he figures out a way to have their political system, not choke off economic growth. If you think about the common traits of these people, what have you observed? A lot of the ones
Starting point is 00:27:22 you've described are, I would describe as thinkers or systems thinkers or something like that. others are institution builders, doers. Is there any sort of common story to these people? I have in my mind that movie The Truman Show, there's like a process of waking up, so to speak, and realizing that you're sort of like in this high inertia way of doing things and they break free for some reason. Like, is there a common story of the people's lives or anything else we can learn about the pattern of these people? When it comes to the thinkers, I have to emphasize all of the thinkers I listed are people who inspired very dedicated disciples. That's true of Confucius. That's true of Marx. Right. Let's remember he was supported by basically
Starting point is 00:28:06 a rich, Terry Error. Right. Engel supported him. He was extremely well known in his time. Benjamin Franklin, obviously, a thinker, but also a political actor. All of them inspired at least disciples, and many of them personally created relevant new organizations. And the common thread that I would put is, I think each of them was willing to radically revise, either in thought or in action, a key plank of society as existed before. You are proposing that the community of your local tribe and clan is going to be replaced by the community of all believers. Like, that's a radical departure from where previously society was set to go in the Arabian Peninsula of the 6th century. You are posing that actually we shouldn't worry if something is not sufficiently communist or if something is private property or not. Actually, anything that generates wealth, I will just define as communism.
Starting point is 00:29:14 That's a radical thing that Deng Xiaoping is doing. whether he intellectualizes it, as he does in some essays, or whether he puts it into practice, these are just different mechanisms of breaking from a social consensus of how everything should be oriented and then instantiating it in the world and having it actually work. Because if you propose a failed social reform, it is implemented and it's just an unmitigated disaster. Then your effect on human history will be limited, since this is an experiment. that has played itself out. It's an experiment that doesn't necessarily reproduce itself. So that would be the commonality. I think radical reimagining of how society can be,
Starting point is 00:29:57 followed by expressing it in a way that's charismatic. It inspires the samples, carrying on this mission, this reform program, or directly implementing it yourself with political decisions, essentially. If we think about their contribution being these new social technologies, you called them, and I want to talk about hard technology, too, and whether or not that's up or downstream of social technologies. But if you think about the journey of each individual to arrive at the social technology that they then propagate through the world, is there like a Joseph Campbell hero's journey story behind these people where they're
Starting point is 00:30:35 sort of crossing the threshold, so to speak, and entering some dark unknown forest and returning back with their new idea, the Grail equivalent in Campbell's writing, is his story just overlaid to social technology as the grail that unites these common stories, do you think? I think we have to be very careful when reasoning across so many diverse case studies, especially since here's an interesting one. Most of these individuals have become so well known that they've become mythologized. So is it the case that, say, human psychology follows the Joseph Campbell's story?
Starting point is 00:31:09 Or is it the case that when we tell a life story, we can't help but format it? in this Joseph Campbell style. You asked this question, if I just went from the written sources, I'd say, oh, yes, yes, they all have a hero's journey. But actually, I'm much more skeptical of that. I'm much more like, well, when we retell their story, we always retell as a hero's story. And when I or you or anyone who's listening now
Starting point is 00:31:32 goes to read a book about Napoleon, a book about the actual historical Confucius, it won't be able to avoid telling a hero's story, a story of journey beyond the limits returning with something unique. However, let's put it this way. There's more commonalities than what I said, though. Almost all of them have deep conflict and social opposition.
Starting point is 00:31:55 We've experienced serious opposition in their life. It's much stronger than just fierce intellectual criticism. It is at least public slander and all the way to violent opposition. people will recognize breaking with a societal pattern as anti-social behavior. This is actually mostly correct. For most of how society operates, deviation is a pretty good marker that someone is basically behaving in bad faith, trying to take advantage of a system, not living up to whatever the ideals of the society are.
Starting point is 00:32:32 If you institute new ideals, these new ideals must necessarily be from the perspective of old ideals, a norm violation. St. Martin Luther, you probably won't be surprised that he had to flee several times in his life, faced a religious persecution, was in real danger of dying, being executed as a heretic multiple times in his life. But on the other hand, he was also such a combative, disagreeable person. So another feature is, I think a lot of these people are quite unreasonable people. I think if you're a reasonable person, you adjust yourself to the world. And then if you are an unreasonable person, you try to adjust the world through yourself.
Starting point is 00:33:14 And it doesn't need to be egotistical. You might view yourself as a humble instrument of God. But let's be honest, viewing yourself as the humble instrument of God, preaching the truth to your society. And that's pretty egotistical too. You have to be kind of full of yourself to think that God shows you specifically. Maybe God did for all we know. Let's be metaphysically agnostic here. but it is a very unreasonable social position and the majority of people who try to adjust and change the world to fit them, they just fail because they're very good reasons for most of the things that we do.
Starting point is 00:33:49 There's very good reasons to do things the way they've always been done. And you have to be so immensely psychologically fortified against basically everyone disagreeing with you at first to achieve something in your life. So let's put this way. They all are immensely psychologically tough, become tough through the course of their life. They all suffer negative social censor. And at the end of the day, I think many of them, but not all of them, are somewhat deluded about their personal capabilities. Are they sociopaths? Sociopath is a strong word because many of them have deep empathy in the sense of being able to understand other humans.
Starting point is 00:34:31 So there are some of them that definitely have sociopathic traits. That's definitely true. It's an interesting question as to what the role of sociopathy even is in society. I used previously the example of a surgeon, right? Being a surgeon, immensely beneficial to humanity, but a pretty sociopathic activity, you're kind of cutting through people. And again, for Genja Peng has blood on his hands because he was operating in the Chinese Communist Party.
Starting point is 00:34:58 They're definitely political prisoners. he ordered, could be executed. There are some professions that demand a type of those sociopathy, some political historical positions. Maybe it's just always immoral to be in them, or maybe they have their own type of morality. That's like, again, an ancient discussion. It's been reheated many times over in the Italian Renaissance, in the 18th century, et cetera, et cetera.
Starting point is 00:35:23 Napoleon inspired these debates as to what even is morality if you are Napoleon. And the whole Nietzschean arc goes from their. as well. I would say that if you believe you are a demigod, you are diluted and you're basically insane. But if you're Alexander the Great, you're basically also correct. As Greeks thought of demigods, Alexander the Great is a demigod. At least as much of a demigod that say Hercules is. So when he claims that, you know, oh, my actual father is Zeus or Ares or whatever, when you look at his life, This guy who conquers the known world is acknowledged by many people as some sort of divine being in his lifetime. When he visits the Eastern empires in Persia and Egypt and he conquers them, he adopts those political forms.
Starting point is 00:36:14 Like honestly, from the Greek perspective, he kind of is a demigod. That's the interesting thing. Megalomania is something that is immensely destructive and is profoundly personally tragic. If you're Alexander the Great, is it even Megalomania? Or is it just an accurate appraisal of where in the world you are and how your culture perceives you? Another thing you've written about that I find fascinating, if a lot of people think about history, they might think of it as the march of hard technology. In this example I used earlier, ideas building on ideas in a very kind of hard math and science way.
Starting point is 00:36:50 Your idea is that these social technologies, which are installed by these great founders, are actually upstream of hard technology and innovation. Can you describe that mechanism as you see it and why you think the world works that way? I think material technology, that is hard technology that you describe, and social technology are intensely, mutually symbiotic. You can't have one without the other. Everything from, say, a Bronze Age empire, relying on the infrastructure, of bringing copper from the eastern Mediterranean and tin from the British Isles or Afghanistan,
Starting point is 00:37:29 smelting them down into weaponry. There's a real technological and infrastructure base there. So Bronze Age empires rely on that. Everything from that to modern chip fabs where we need a planet's worth of economies of scale so that a small island off the coast of China invest hundreds of billions of dollars into what, four factories would make the chips that are in every device, we all have and carry with us daily. That's crazy. That's a crazy technological dependency for our society. But it goes the other way, too. The technology depends on the social. I described global trade.
Starting point is 00:38:06 Well, the global trade rests on the chip fabs themselves. No, not really. Maybe you could say that, oh, it rests on the hard technology of the U.S. Navy. But wait, what is the U.S. Navy? If the U.S. Navy is keeping the world's ocean safe and navigable for trade and the U.S. has supported a system of free international trade, et cetera, et cetera, it becomes very murky and becomes very hard to derive this out of the technology itself. Most importantly, if the technology itself, the material technology, was all that was driving forward human history, it would look much more like a ratchet. It wouldn't look like this thing with fits and starts, this thing that that has a rise and fall of very advanced civilizations all the time.
Starting point is 00:38:54 It wouldn't have civilizations going down blind alleys. Consider 16th century Japan, very adept at gunpowder warfare, very adapted using the gun. The gun is outlawed after Japan is unified. When Japanese guns stagnate for the next two or three hundred years. Look, if it was just you introduced the gun to society and then modern warfare starts to develop, the friend wouldn't have fallen behind the Western world. We often talk about, again, in the American mythological context, if you introduce personal firearms, that's a force for liberty.
Starting point is 00:39:31 Yet in much of Asia, actually, in the 18th and 17th century, the introduction of firearms empowered large, centralized militaries. The rifle in hands of a Napoleonic soldier can be either, you know, a tool of despotism or a tool of liberation. It's a mass exercise, not an individual exercise. We're discussing guns. What about the printing press? I mentioned Martin Luther earlier.
Starting point is 00:39:57 Honestly, the first thing that was printed on the printing press wasn't Martin Luther's Bible. It was indulgences. So it was first used as a financial mechanism to fund the papacy and strengthen the papacy. It only later comes to be adopted to print Bibles, in the words of dialect, in German, that is. and also there were variants of the printing press that were introduced in Chinese society and Korean society
Starting point is 00:40:24 long before the printing press was invented in Europe. So a simplistic story where you say, oh, guns lead to personal liberation or printing press leads to information liberation, these are not far tendencies. These are plausible routes you can go down with that technology. And then finally, there are clear examples of technology advancing, and then, regressing. If it was purely the growth and development of a technical base, with no social factor whatsoever, the Roman Empire would never have fallen, or if it did fall, we wouldn't have lost technologies such as Roman concrete or Heron steam engine, which was a primitive steam engine,
Starting point is 00:41:07 used in Alexandria. We wouldn't have lost mathematics, significant chunks of mathematics that were forgotten for a thousand years. People understood. quite well in 200 BC, the Earth is round. This was known. Eratosthenes calculated the size of the Earth. So there are all sorts of interesting examples where we can show that scientific knowledge advances and regresses, and more importantly, when we can show technology advances and then regresses. I feel like a lot of the advocates of a more hard technology view want to have it both ways. We want technology to be all important, but they will acknowledge if press that technology is fragile. So I'm like, wait, which is it?
Starting point is 00:41:48 If technology is all important, except for it being very fragile, wait, maybe we should study the societal causes of that fragility. And they do acknowledge these are societal causes. They're not like material causes. That's the way to think about it. It's that social organization is a prerequisite for technologies, for material technologies, and material technologies are a prerequisite for many kinds of social organization. What about institutions? Are institutions all important in the way that you just described? Because that seems like we've got like the people on the ideas, we've got the hard technologies, the missing piece is like the actual persistent institution that last across many human lifetimes, sometimes for very, very long time, that propagate forward the social technology or ideas of the great founders. So what role do the institutions play?
Starting point is 00:42:40 The institutions are essentially these uniquely infringed repeated patterns of human behavior, where every institution has to basically replace the members to compose it. We talked about many examples today, sometimes talking about states, sometimes talking about religions, organized religions, that is. But it also can be something like a particular city. The city of Athens, as it exists in the classic era, is a particular set of institutions. if you completely change the politics of Athens, the city is still there,
Starting point is 00:43:15 but whatever unique genius was cultivated, whatever their version of a meritocracy or natural reciprocity was where exceptional people came to prosper, and political power, and then they would also on the side debate philosophy with each other. That goes away. There is the case that you can have nearly the same material base, but a very different pattern of coordination.
Starting point is 00:43:38 And in that case, you can't really say that the institution persisted, say if Athens is conquered by Persia and is governed by a Persian governor and it's not given autonomy, you can't really say that this is the same Athens of Socrates. And of course, Persia never conquered Athens. However, now did I've laid out an example, let's say Athens, every institution must solve the succession problem. That is, human beings are mortal. And sooner or later, no matter how to, talented, how long lived, you have to replace them. And for whatever pattern the institution embodies, be it a political system, an educational system, an economic production system, you know, you have to find new individuals who can fulfill that role. And there are a number of ways you could do this, but that is the most fundamental role of institutions. Let's be this way. If human beings were truly physically immoral, if we continued to live in the same society for thousands, maybe even millions of years, I'm not sure we would even have institutions. We might have tribes, but every individual would become this deep repository of know-how and social connection and obligation, favors owed, favors given.
Starting point is 00:44:59 It will be something really interesting. It might be actually a very anarchic society at the end of the day. But because we are at least physically mortal, I assume just generally mortal, the result is that you're born into a world, you are introduced by your parents in a way, in your society, and institutions function as repositories of social reputation, outlives an individual. So if I tell you someone went to Harvard today, went to Yale, you know something about them. Wait, do you know anything about them? You don't know anything about them. What you know is facts about what kind of person Yale and Harvard. Well, I'll study there.
Starting point is 00:45:40 That's what you know in a very fundamental sense. So that's how those elite universities function as cross-generational repositories love social reputation. I'm more skeptical of their ability to transfer knowledge, but let's say that the education system in general, not elite university specifically, also function as the mechanism of formal transfer of knowledge and the verification that knowledge has been transferred. So we therefore have the educational function. We have the transfer of social reputation function, so kind of social accounting function. And finally also, there's a scaling function. An institution is many, many people working together towards a common end. And there's a
Starting point is 00:46:29 straightforward way in which an organization of a thousand people, like if I personally undertook it as a mission to build a car, it could be a lifelong quest for me to build every single part of the car with metal workshop somewhere in my basement. But on the other hand, if I worked in a factory and I worked there for 40 years, I might not have assembled a single complete car, but I've probably assembled the equivalent of five or six or honestly, no, probably more like 60 or 70 cars. It's contributed parts to thousands of cars. And this industrial logic applies to so many things. It applies to bureaucracy in its best sense. Say, when you take a census of a country that is just counting the number of people, that's in a way a very
Starting point is 00:47:18 distributed form of labor. You can get an estimate of who owns the land, where is land, etc., etc. And it's only possible due to a very deep division of labor and a very deep standardization of, say, the kind of surveying that's done. So there is a bureaucratic, not just a factory equivalent, some sort of economies of scale. No matter what I personally did, I probably could never on my own figure out how many people are living in the United States today, where that information not already pre-gathered by the U.S. government. How do you think about the notion of power? I really liked your division between borrowed versus owned power. But I'm also just generally curious about the role that power plays in this whole story that we've been talking about today. I guess another
Starting point is 00:48:05 way of asking is, is there a great founder that wasn't powerful in some way? Any thoughts you have on studying power, its importance and its utility would be fascinating. To shape the world, you just have to be powerful in some sense. And perhaps it doesn't mean that you are extremely prestigious in your life, that you're accredited in your life, but there are changes you are affecting on the world, either people are aware of or not, that ultimately are kind of just your decisions. These are not decisions taken by the consensus of society. In fact, actually, this might be my most radical claim. I don't think society as a whole decides to do anything. I think due to basically a certain kind of luck, the talent's character, you're born.
Starting point is 00:48:52 with or that you're raised into, right? That's in a way luck. You don't choose who your parents will be, who your educators will be, what your environment will be. So due to a certain kind of luck, people come to be able to choose for all of society. And that's really remarkable. If I think of a recent film that tries to present this, I think the Oppenheimer film is a pretty good example. Andheimer mythologizes himself to a great extent, but it is true that he personally was not completely replaceable. If he personally had not worked on the Manhattan project, it led a lot of the scientific
Starting point is 00:49:34 work and persuaded many of the scientists to work on the project, maybe the United States has the atomic bomb in 1946 or 1947. That is a very different world, but is a world where World War II has already been. ended. Maybe the atomic bomb is never used on civilians ever. Or maybe, you know, in the 1950s, because no one knows how terrible it is. There's a nuclear war between Russia and the U.S. where dozens of cities are destroyed. These are difficult, weird decisions. And I think it's dishonest to say that they are not exercising power. When you choose to work on something or choose not to, and your talents in positions are actually unique. I call it luck in an
Starting point is 00:50:18 important sense because I don't think it's helpful or fruitful to be excited by those opportunities. And I think the sort of like Oppenheimer mild dread of, wait, I have to figure this out, that's actually like a much healthier one, though even that can go too far. And so because of that, I think that maybe the view should be that, okay, yes, all of these individuals are powerful. And the wisest of them also realize, though, that they are also responsible. In a way, my view of history is also like kind of terrifying. It's like, okay, if you are a great founder, if you're one of 500 people in history, and if eventually people come to an accurate understanding of history, your role in human civilization will be accounted for.
Starting point is 00:51:06 Wow. I don't even know what to say about that, right? I'm happy. I'm not in that position. Don't envy anyone what happens to be in that position. Humanity is going to look at what you did. Can you define the idea of borrowed versus owned power for people? I think that's a super interesting concept. Own power is something that is sort of inherently within your reach.
Starting point is 00:51:30 It is something that you have no difficulty defending and you really rely on very few people to carry it out. borrowed power is wielding power on someone else's behalf. So there's an interesting way where over time, borrowed power can change into own power. Let's have a simplistic example. An absolutist monarchy in the 18th century, the king controls all taxation, let's say, and the king relies on civil servants. And at first, the civil servants are dismissed at the leisure of the
Starting point is 00:52:08 the king. Over time, though, it seems harder and harder to know who to fire. So what at first is the borrowed power, the bureaucrat versus the power of the king, over time becomes more and more the own power of the bureaucrat, because it's totally illegible. So by the time you roll to the last Louis, state apparatus can work fine without the king at all, or has diffused into all of these existing bureaus. A different example might be a more everyday example. There's a way in which if you are employed by a key organization, if you look at the Secretary of State in the modern United States, they have certain powers and certain abilities to change the world and change U.S. foreign policy. They also usually have quite a bit of owned power. However, if they can
Starting point is 00:53:00 be dismissed by the president or anyone else, there's some other mechanisms. as well, from their role, they lose that power. So that was actually always borrowed power. So most political offices in Republican systems of government should in theory be borrowed power. It's where the whole concept of servant of the people, et cetera, comes from as well. And every job, unless you have engineered so that you cannot be fired, is a form of borrowed power. If I was hired to redesign a key aspect of a modern car, the ability to shape what the next model, what the next Tesla will look like, only until I'm fired. And then it's really clear that my power was borrowed from, ultimately, the owner of the company. So maybe intermediates like
Starting point is 00:53:49 owner of the company, there's a board, there's a CEO, and then below the CEO is like the chief technology officer or whatever. And there's like an interesting clear chain of borrowing there. You could go even further, and it's actually been an interesting dispute to what extent is property owned or buried power. It's always a relative description. There's no such thing as like, in all cases, absolutely owned power, or it is impossible to lend power without giving up some of your power as well. It's this extreme example of like a despotic ruler in China. As soon as you delegate, there are some things about how the job was done that you don't know, and that fundamentally this power now rests with your sole service. Perhaps the way to think about this is in economics, people talk about
Starting point is 00:54:39 the principal agent problem. There's a way in which you can pay people, you can pay them to do the work, but you can't really pay them to care. And you can pay them to do exactly what you've defined. The payment should cause them to do. And nothing more, nothing less. There's always something it's not captured by this. Are there any ideas that you think play an outsized role in history? Your discussion there just makes me think of property rights. We all sort of in the West just take property rights for granted and probably there's an argument. A huge amount of what the world looks like is based on the simple idea of property rights or a few other key ideas like that in the modern world. Are there any other ideas that just you find the most fascinating
Starting point is 00:55:22 or have had the most leverage on how the world ended up being that you would encourage people to study? I also want to emphasize that it's not just the idea of property rights. It is a whole set of concrete institutional enforcement mechanisms. And one could even argue that the concept of property has changed actually quite significantly several times over the last 100 or so years. Property is a very important lens to see the world through. it's a very deep set of ideas and assumptions about the distribution of society. I think that when it comes to political order and sovereignty, the world could have looked very different.
Starting point is 00:56:03 Like there's a way in which in 1945, when the United Nations is created, it's supposed to be kind of like what the European Union is today. It was supposed to be a United Nations parliament even. It was in the charter as an option. So in a direct elected body, it was supposed to govern war. and it was supposed to govern global cultural development, and it was supposed to prevent luckbreak of things like World War II, and it was supposed to help safeguard rights of individuals in those countries. So needless to say, the United Nations did not succeed at this mission. It failed.
Starting point is 00:56:37 We take it for granted, it failed. But in 1945, that was far from obvious. And even today, the debates of how far sovereignty goes are not, are not fully resolved. So this idea that, oh, actually, there is no legal authority beyond a particular country's government. It's an interesting one. And even in medieval Europe, for example, first, it was an authority above a king. It was at least divine. And then the final question was, above this authority is the pope, a person that interprets this authority. That's a large reason for the conflicts between popes of medieval Europe and the kings and emperors of medieval Europe.
Starting point is 00:57:18 It was unclear what exactly sovereignty really entails. So, okay, we have sovereignty, we have property rights. I think that the idea of science or philosophy or the idea that through reason we can come to understand the world, this is something that could be taken for granted. There are many societies that are much more fatalistic than our society is, where it is assumed that the world actually on a fundamental level does not make sense. therefore to try to reason your way to an understanding or approximate understanding of it is a futile endeavor.
Starting point is 00:57:54 In our society might say that, oh, it's impossible in an individual lifetime to think through everything that's happening in the world. But at least what until recently was the mainstream consensus was that in principle, that's possible. Like in principle, you could figure out the physics of gravity and electromagnetism. In principle, you could figure out the biology from or the biology of your own liver. in principle, you could figure out how society works. So that sort of view, which, again, you could call it science, but I feel the term science has become really watered down and distinct.
Starting point is 00:58:28 Let's call it something like belief in the power of reason, I think. And it is ultimately and ironically belief that is very hard to justify with reason. But, okay, it doesn't preclude it from being an extremely powerful force that reshape the world. that's like goadle or something. Incompleteness theory makes me think of that. Exactly, right? Right. If you were to imagine someone extremely smart, thoughtful, who you respect very deeply,
Starting point is 00:58:58 who most disagrees with your worldview, curious if any actual person comes to mind, but also just like generically, like what you think the most different version of a worldview is from your own that you find interesting for some reason. It's an interesting and it's a different. difficult question. I think that Peter Turchin has an interesting approach. He's an American, not quite historian, more a complex systems theorist. He's founded this field called Cleodynamics. You could think of it as an almost Harry Seldon-like. Psycho-history. Yes, to produce like a macro-mathematical model of history. He ends up finding what I think are patterns of distribution of elites,
Starting point is 00:59:41 applies this old sociological theory that's actually from the 1900s, Wilfred Pareto already spoke of it, the idea of elite overproduction, where elites and societies attract and direct surplus to achieve certain goals. However, people aspire to join the elites. Eventually, there are too many elites for the society to sustain itself, and the elites start fighting each other as to who gets to stay elite. and that this is kind of this cycle of violence and peace, and that you can prop these cycles over a long period of time. It's not so much that I think he is wrong in some of the patterns that he observes. It's just that I think that patterns hold until they don't.
Starting point is 01:00:27 These are long patterns that break. There is no clear statistical way to predict when these patterns break. and the breaking of the patterns I think sometimes is due to the work of great founders where they might take a civilization that was on terminal decline that was set to self-destroy
Starting point is 01:00:48 and emulate in like interminable civil wars and reorient a totally different political system directs those energy outward or you might have the periphery of a declining empire that manages to break away from that empire to obtain its independence develop a whole new difference that have social norms and it becomes the core of a totally new civilization. These are things that
Starting point is 01:01:10 are not really well captured by these statistical models. And these are things that are not, I think, overdetermined. Now, ultimately, we can get into debates of free will. You can say, ah, but every individual is a deterministic product of their society. And sure, that's true. If the fate of the society actually depends on a few individuals, then it is not possible to study those individuals sociologically. What's happening inside my brain? It doesn't make sense to use theories of elite over production for that. Then it becomes maybe a psychological or biological question. And you know what? The brains of the great founders that shaped our world, they're long decomposed. So we can't actually study that. So we have to acknowledge the limits of our sociological knowledge. It's almost kind of like an event horizon
Starting point is 01:01:59 consideration, even if theoretically, it's fully deterministic. So I would say that this leads me to my second disagreement. I think we lose far too much information about past societies to be able to develop such highly accurate quantitative models. We have decent quantitative information on, say, the economy of the last hundred years. If you've ever tried to study even, say, economics or politics of 18th century Europe, you realize there's all kinds of data that are really hard to access. And if you go even further back to the 14th century, it gets even more difficult.
Starting point is 01:02:37 So really, we're operating with a very sparse data set. So yeah, Peter Turchin's very interesting. I think Stephen Pinker, rather well-known. I think I completely disagree with the idea of a linear ratcheting development of human progress over time. I think that progress is always bound. by the civilization you find yourself in. These civilizations tend to be mortal. So there will be progress for a civilization until there's not.
Starting point is 01:03:07 And then the civilization fails. And perhaps there's a new civilization that picks up at a more advanced level. Perhaps the new civilization is actually more primitive than what came before. I think that my view of history would not be that it's exactly cyclical. Not at all. There's further evolution. I do think that the idea that we've been on a curve of, for compounding material and moral progress for the last 10,000 years,
Starting point is 01:03:33 I think that can be easily disproven. Is it a reasonable conclusion? Now I'm zooming down to like my world of investing and the allocation of capital. It's very well established this extreme power law peredo distribution that very few companies represent the vast majority of, let's say, the market cap or enterprise value in the world. And this is kind of always true. Like in any era, it's always the case. in investing a couple companies account for like a huge chunk of their overall return and
Starting point is 01:04:03 vast swaths of companies represent like no return. Is it reasonable from our conversation then to conclude that like a capital allocator should effectively spend all their time being like an elitist only looking for the absolute best live players and or potentially great founders because they will drive effectively like all the important things that happened in the world? With capital allocation, it's tricky because so much of it is that capital is kind of always on fire. So sometimes the least-driven investment is actually a great investment because it beats out what would have otherwise happened. I think that venture capitalists would very much agree with the hypothesis that you should seek the outliers. I think very, very few of them actually manage to figure out who the outliers are.
Starting point is 01:04:54 It's also the case that while something might be world shaping, it doesn't necessarily always make for a great financial investment. The vehicle of investment is not clear. Say, if you met a Steve Jobs early in his career, you might not know which of his ventures to invest in or when to invest or when exactly is become among the most valuable companies in the world. So even if you knew the individual, the human capital, the timing can be absolutely crucial. It might have seemed like a terrible investment, actually, after Steve Jobs left the company the first time, it might have seen like a complete write-off. I think that perhaps the strongest lesson is the societal consensus of where society is going can be profoundly wrong. This means that even everyday investments and everyday individuals and everyday companies and cities and so on, like really, estate, whatever, the common wisdom might be wrong. And discovering when it's wrong can actually
Starting point is 01:05:57 lead to good investments. Even if you don't find the next deep jobs, you might say, for example, realize that, oh, actually, there's not that many reasons to be optimistic about Paris or Berlin real estate if the economies of the countries are going down in the long run. Maybe even Tokyo is not that great in investment because eventually you're going to run out of the Japanese people. Yeah, fascinating application of the ideas. Sam, this has been so much fun. I absolutely love so many of the things you've explored. It's such a fun way to think about it and learn about history. I asked the same traditional closing question of all my guests. What is the kindest thing that anyone's ever done for you? I think it was in my mid-20s where a person that I just corresponded with on the internet, let me stay and just sleep in their couch for like a month while I was hunting for a job here in. Silicon Valley. And I'd never been in the United States before, but that was very generous of them and immensely helpful. Samo, thank you so much for your time. Thank you.
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