back to indexRobin Hanson: Alien Civilizations, UFOs, and the Future of Humanity | Lex Fridman Podcast #292
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we can actually figure out where are the aliens out there in spacetime by being clever about the
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few things we can see, one of which is our current date. And so now that you have this living
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cosmology, we can tell the story that the universe starts out empty. And then at some point, things
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like us appear very primitive. And then some of those stop being quiet and expand. And then for a
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few billion years, they expand, and then they meet each other. And then for the next 100 billion
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years, they commune with each other. That is, the usual models of cosmology say that in roughly
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150 billion years, the expansion of the universe will happen so much that all you'll have left is
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some galaxy clusters and they that are sort of disconnected from each other. But before then,
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they will interact. There will be this community of all the grabby alien civilizations, and each
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one of them will hear about and even meet thousands of others. And we might hope to join them someday.
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And we come part of that community.
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The following is a conversation with Robin Hansen, an economist at George Mason University,
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and one of the most fascinating, wild, fearless, and fun minds I've ever gotten a chance to accompany
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for a time in exploring questions of human nature, human civilization, and alien life out there
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in our impossibly big universe. He is the coauthor of a book titled, The Elephant in the Brain,
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Hidden Motives in Everyday Life, The Age of M, Work, Love, and Life when Robots Rule the Earth,
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and a fascinating recent paper I recommend on, quote, grabby aliens titled, If Loud Aliens Explain
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Human Earliness, Quiet Aliens Are Also Rare. This is the Lex Friedman podcast. Support it.
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Please check out our sponsors in the description. And now, dear friends, here's Robin Hansen.
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Robin, you are working on a book about, quote, grabby aliens. This is a technical term,
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like the big bang. So what are grabby aliens?
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Robin Hansen Grabby aliens expand fast into the universe and they change stuff.
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That's the key concept. So if they are out there, we would notice that's the key idea.
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So the question is, where are the grabby aliens? So Fermi's question is, where are the aliens?
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And we could vary that in two terms, right? Where are the quiet, hard to see aliens and where are
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the big, loud grabby aliens? So it's actually hard to say where all the quiet ones are, right?
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There could be a lot of them out there because they're not doing much. They're not making a
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big difference in the world. But the grabby aliens, by definition, are the ones you would see.
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We don't know exactly what they do with where they went. But the idea is there in some sort of
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competitive world where each part of them is trying to grab more stuff and do something with it.
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And almost surely whatever is the most competitive thing to do with all the stuff they grab
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isn't to leave it alone the way it started, right? So we humans, when we go around the earth
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and use stuff, we change it. We turn a forest into a farmland, turn a harbor into a city.
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So the idea is aliens would do something with it. And so we're not exactly sure what it would
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look like, but it would look different. So somewhere in the sky, we would see big spheres
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of different activity, whereas things had been changed because they had been there.
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Expanding spheres. Right.
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So as you expand, you aggressively interact and change the environment.
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So the word grabby versus loud, you're using them sometimes synonymously, sometimes not.
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Grabby, to me, is a little bit more aggressive. What does it mean to be loud? What does it mean
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to be grabby? What's the difference? And loud in what ways? A visual? Is it sound? Is it some other
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physical phenomenon like gravitational waves? What are you using this kind of in a broad
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philosophical sense or there's a specific thing that it means to be loud in this universe of ours?
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My coauthors and I put together a paper with a particular mathematical model.
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And so we use the term grabby aliens to describe that more particular model. And the idea is
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it's a more particular model of the general concept of loud. So loud would just be the general idea
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that they would be really obvious. So grabby is the technical term. Is it in the title of the
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paper? It's in the body. The title is actually about loud and quiet. You want to distinguish
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your particular model of things from the general category of things everybody else might talk
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about. So that's how we distinguish. The paper titles, if loud aliens explain human
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eerliness, quiet aliens are also rare. If life on earth, God, this is such a good abstract,
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if life on earth had to achieve and hard steps to reach humanity's level,
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then the chance of this event rose as time to the end of power. So we'll talk about power,
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we'll talk about linear increase. So what is the technical definition of grabby?
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How do you envision grabbiness? And why are in contrast with humans, why aren't humans grabby?
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So where's that line? Is it well definable? What is grabby? What is non grabby?
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We have a mathematical model of the distribution of advanced civilizations, i.e. aliens in space
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and time. That model has three parameters, and we can set each one of those parameters from data,
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and therefore we claim this is actually what we know about where they are in space time.
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So the key idea is they appear at some point in space time,
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and then after some short delay, they start expanding, and they expand at some speed.
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And the speed is one of those parameters. That's one of the three. And the other two parameters
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are about how they appear in time. That is, they appear at random places, and they appear in time
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according to a power law, and that power law has two parameters, and we can fit each of those
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parameters to data. And so then we can say, now we know. We know the distribution of advanced
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civilizations in space and time. So we are right now a new civilization, and we have not yet started
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to expand. But plausibly, we would start to do that within, say, 10 million years of the
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current moment. That's plenty of time. And 10 million years is a really short duration
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in the history of the universe. So we are at the moment a sort of random sample of the kind of
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times at which an advanced civilization might appear, because we may or may not become grabby,
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but if we do, we'll do it soon. And so our current date is a sample, and that gives us
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one of the other parameters. The second parameter is the constant in front of the power law, and
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that's arrived from our current date. So power law, what is the N in the power law?
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That's the complicated thing to explain. Right. Advanced life appeared by going through a sequence
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of hard steps. So starting with very simple life, and here we are at the end of this process at
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a pretty advanced life. And so we had to go through some intermediate steps, such as sexual
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selection, photosynthesis, multicellular animals. And the idea is that each of those steps was hard.
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Evolution just took a long time searching in a big space of possibilities to find each of those
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steps. And the challenge was to achieve all of those steps by a deadline of when the planets
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would no longer host simple life. And so Earth has been really lucky compared to
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all the other billions of planets out there, and that we managed to achieve all these steps
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in the short time of the five billion years that Earth can support simple life.
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So not all steps, but a lot of them, because we don't know how many steps there are before
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you start the expansion. These are all the steps from the birth of life to the initiation of major
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expansion. Right. So we're pretty sure that it would happen really soon so that it couldn't be
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the same sort of a hard step as the last ones in terms of taking a long time. So
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when we look at the history of Earth, we look at the durations of the major things that have happened,
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and that suggests that there's roughly, say, six hard steps that happened, say between three and 12,
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and that we have just achieved the last one that would take a long time.
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Well, we don't know. But whatever it is, we've just achieved the last one.
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Are we talking about humans or aliens here? So let's talk about some of these steps. So
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Earth is really special in some way. We don't exactly know the level of specialness. We don't
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really know which steps were the hardest or not, because we just have a sample of one.
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But you're saying that there's three to 12 steps that we have to go through
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to get to where we are, that are hard steps, hard to find by something that
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took a long time and is unlikely. There's a lot of ways to fail. There's a lot more
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ways to fail than to succeed. The first step would be sort of the very simplest form of life of any
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sort. And then we don't know whether that first sort is the first sort that we see in the historical
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record or not. But then some other steps are, say, the development of photosynthesis,
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the development of sexual reproduction. There's the development of eukaryite cells,
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which are a certain kind of complicated cell that seems to have only appeared once.
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And then there's multicellularity that is multiple cells coming together to large organisms like us.
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And in this statistical model of trying to fit all these steps into a finite window,
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the model actually predicts that these steps could be a varying difficulties. That is,
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they could each take different amounts of time on average. But if you're lucky enough that they
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all appear at a very short time, then the durations between them will be roughly equal.
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And the time remaining left over in the rest of the window will also be the same length.
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So we at the moment have roughly a billion years left on earth until simple life like us would no
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longer be possible. Life appeared roughly 400 million years after the very first time on life
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was possible at the very beginning. So those two numbers right there give you the rough estimate
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of six hard steps. Just to build up an intuition here. So we're trying to create a simple mathematical
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model of how life emerges and expands in the universe. And there's a section in this paper,
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how many hard steps? Question mark. Right. The two most plausibly diagnostic earth durations seem
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to be the one remaining after now before earth becomes uninhabitable for complex life. So you
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estimate how long earth lasts, how many hard steps. There's windows for doing different hard
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steps. And you can sort of like queuing theory mathematically estimate of like the solution
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or the passing of the hard steps or the taking of the hard steps sort of like coldly mathematical
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look. If life pre expansionary life requires a number of steps, what is the probability of taking
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those steps on an earth that lasts a billion years or two billion years or five billion years
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or 10 billion years? And you say solving for E using the observed durations of 1.1 and 0.4
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then gives E values of 3.9 and 12.5 range 5.7 to 26 suggesting a middle estimate of at least six.
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That's where you said six hard steps. Right. Just to get to where we are. Right. We started at the
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bottom. Now we're here. And that took six steps on average. The key point is on average, these things
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on any one random planet would take trillions of years, just a really long time. And so we're
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really lucky that they all happened really fast in a short time before our window closed. And the
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chance of that happening in that short window goes as that time period to the power of the
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number of steps. And so that was where the power we talked about before came from. And so that means
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in the history of the universe, we should overall roughly expect advanced life to appear as a power
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law in time. So that very early on, there was very little chance of anything appearing. And then
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later on, as things appear, other things are appearing somewhat closer to them in time because
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they're all going as this power law. What is the power law? Can we, for people who are not short,
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not inclined, can you describe what a power law is? So say the function x is linear and x squared
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is quadratic. So it's the power of two. If we make x to the three, that's cubic or the power of three.
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And so x to the sixth is the power of six. And so we'd say life appears in the universe
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on a planet like Earth in that proportion to the time that it's been ready for life
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to appear. And that over the universe in general, it'll appear at roughly a power law like that.
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What is the x, what is n? Is it the number of hard steps?
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Yes, the number of hard steps. So that's the idea.
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So it's like, if you're gambling, and you're doubling up every time, this is the probability
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of you just keep winning. So it gets very unlikely very quickly. And so we're the result of this
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unlikely chain of successes. It's actually a lot like cancer. So the dominant model of cancer in
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an organism like each of us is that we have all these cells. And in order to become cancerous,
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a single cell has to go through a number of mutations. And these are very unlikely mutations.
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And so any one cell is very unlikely to have all these mutations happen by the time your
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life spans over. But we have enough cells in our body that the chance of any one cell producing
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cancer by the end of your life is actually pretty high, more like 40%. And so the chance of cancer
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appearing in your lifetime also goes as a power law, this power of the number of mutations that's
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required for anyone's cell in your body to become cancerous.
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The longer you live, the likely you are to have cancer cells.
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And the power is also roughly six. That is, the chance of you getting cancer is the roughly the
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power of six of the time you've been since you were born.
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It is perhaps not lost. And people, you're comparing power laws of the survival or the
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arrival of the human species to cancerous cells.
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The same mathematical model, but of course we might have a different value assumption about
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the two outcomes. But of course, from the point of view of cancer,
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for the point of view of cancer, it's a win win. We'll both get to thrive, I suppose.
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It is interesting to take the point of view of all kinds of lifeforms on earth,
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of viruses, of bacteria. They have a very different view.
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It's like the Instagram channel, Nature is Metal. The ethic under which nature operates doesn't
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often coincide, correlate with human morals. It seems cold and machine like in the selection
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process that it performs. I am an analyst. I'm a scholar, an intellectual. And I feel I should
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carefully distinguish predicting what's likely to happen and then evaluating or judging what I
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think would be better to happen. And it's a little dangerous to mix those up too closely because then
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we can have wishful thinking. And so I try typically to just analyze what seems likely to happen
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regardless of whether I like it or that we do anything about it. And then once you see a rough
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picture of what's likely to happen if we do nothing, then we can ask, well, what might we
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prefer? And ask where could the levers be to move it at least a little toward what we might prefer.
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That's useful. But often doing that just analysis of what's likely to happen if
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we do nothing offends many people. They find that dehumanizing or cold or metal, as you say,
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to just say, well, this is what's likely to happen. And it's not your favorite, sorry, but
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maybe we can do something, but maybe we can't do that much.
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This is very interesting that the cold analysis, whether it's geopolitics, whether it's medicine,
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whether it's economics, sometimes misses some very specific aspect of
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human condition. Like, for example, when you look at a doctor and the act of a doctor helping
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a single patient, if you do the analysis of that doctor's time and cost of the medicine or the
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surgery or the transportation of the patient, this is the Paul Farmer question. Is it worth
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spending 10, 20, $30,000 on this one patient? When you look at all the people that are suffering
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in the world, that money could be spent so much better. And yet, there's something about human
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nature that wants to help the person in front of you. And that is actually the right thing to do,
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despite the analysis. And sometimes when you do the analysis, there's something about the human
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mind that allows you to not take that leap, that irrational leap to act in this way,
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that the analysis explains it away. For example, the US government, the DOT, Department of
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Transportation, puts a value of, I think, like $9 million on a human life. And the moment you
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put that number on a human life, you can start thinking, well, okay, I can start making decisions
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about this or that with a sort of cold economic perspective. And then you might lose, you might
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deviate from a deeper truth of what it means to be human somehow. You have to dance, because then
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if you put too much weight on the anecdotal evidence on these kinds of human emotions,
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then you're going to lose, you could also probably more likely deviate from truth.
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But there's something about that cold analysis. Like, I've been listening to a lot of people
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coldly analyze wars, war in Yemen, war in Syria, Israel, Palestine, war in Ukraine.
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And there's something lost when you do a cold analysis of why something happened.
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When you talk about energy, talking about sort of conflict, competition over resources.
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When you talk about geopolitics, sort of models of geopolitics and why a certain war happened,
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you lose something about the suffering that happens. I don't know. It's an interesting
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thing because you're both, you're exceptionally good at models in all domains, literally.
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But also there's a humanity to you. So it's an interesting dance. I don't know if you can
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comment on that dance. Sure. It's definitely true, as you say, that for many people, if you are accurate
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in your judgment of, say, for a medical patient, what's the chance that this treatment might help?
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And what's the cost? And compare those to each other. And you might say,
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this looks like a lot of cost for a small medical gain. And at that point, knowing that fact that
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might take the wing, the air out of your sails, you might not be willing to do the thing that
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maybe you feel is right anyway, which is still to pay for it. And then somebody knowing that might
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want to keep that news from you, not tell you about the low chance of success or the high cost
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in order to save you this tension, this awkward moment where you might fail to do what they and
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you think is right. But I think the higher calling, the higher standard to hold you to,
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which many people can be held to, is to say, I will look at things accurately, I will know the
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truth, and then I will also do the right thing with it. I will be at peace with my judgment
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about what the right thing is in terms of the truth. I don't need to be lied to in order to
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figure out what the right thing to do is. And I think if you do think you need to be lied to in
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order to figure out what the right thing to do is, you're at a great disadvantage because
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then people will be lying to you, you will be lying to yourself and you won't be as
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effective at achieving whatever good you are trying to achieve.
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But getting the data, getting the facts is step one, not the final step. Absolutely.
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So it's a, I would say having a good model, getting the good data is step one and it's a burden
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because you can't just use that data to arrive at sort of the easy, convenient thing. You have
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to really deeply think about what is the right thing. You can't use the, so the dark aspect of
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data of models is you can use it to excuse away actions that aren't ethical. You can use data
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to basically excuse away anything. But not looking at data, let you explore yourself to pretend and
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think that you're doing good when you're not. Exactly. But it is a burden. It doesn't excuse you
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from still being human and deeply thinking about what is right, that very kind of gray area,
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that very subjective area. That's part of the human condition. But let us return for a time to
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aliens. So you started to define sort of the model, the parameters of grabbiness.
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Right. Or the, as we approach grabbiness. So what happens?
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So again, there was three parameters. Yes. There's the speed at which they expand.
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There's the rate at which they appear in time and that rate has a constant and a power. So we've
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talked about the history of life on earth suggests that power is around six, but maybe three to 12.
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And we can say that constant comes from our current date, sort of sets the overall rate.
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And the speed, which is the last parameter, comes from the fact that when we look in the sky,
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we don't see them. So the model predicts very strongly that if they were expanding slowly,
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say 1% of the speed of light, our sky would be full of vast spheres that were full of activity.
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That is, at a random time when a civilization is first appearing, if it looks out into its sky,
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it would see many other grabby alien civilizations in the sky and they would be much bigger than
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the full moon. There'd be huge spheres in the sky and they would be visibly different. We don't
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see them. Can we pause for a second? Okay. There's a bunch of hard steps that earth had to pass
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to arrive at this place we are currently, which we're starting to launch rockets out into space.
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We're kind of starting to expand. A bit. Right. Very slowly. Okay. But this is like the birth.
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If you look at the entirety of the history of earth, we're now at this precipice of expansion.
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We could. We might not choose to, but if we do, we will do it in the next 10 million years.
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10 million. Wow. Time flies when you're having fun. I was taking more time on the cosmological
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scale. So that is, it might be only a thousand. But the point is, even if it's up to 10 million,
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that hardly makes any difference to the model. So I might as well give you 10 million.
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This makes me feel, I was so stressed about planning what I'm going to do today.
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Right. You got plenty of time. Plenty of time. I just need to be generating some offspring quickly
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here. Okay. So in this moment, this 10 million year gap or window when we start expanding,
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and you're saying, okay, so this is an interesting moment where there's a bunch of other alien
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civilizations that might, at some history of the universe arrived at this moment, were here.
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They passed all the hard steps. There's a model for how likely it is that that happens.
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And then they start expanding. And you think of an expansion as almost like a sphere.
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Right. That's when you say speed, we're talking about the speed of the radius growth.
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Exactly. The surface, how fast, the surface. How faithful. Okay. And so you're saying that there
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is some speed for that expansion, average speed, and then we can play with that parameter. And
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if that speed is super slow, then maybe that explains why we haven't seen anything. If it's
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super fast, well, if the slow would create the puzzle, it's low predicts we would see them,
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but we don't see them. Okay. And so the way to explain that is that they're fast. So the idea is,
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if they're moving really fast, then we don't see them till they're almost here.
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Okay. This is counterintuitive. All right. Hold on a second. So I think this works best when I
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say a bunch of dumb things. Okay. And then you elucidate the full complexity and the beauty
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of the dumbness. Okay. So there's these spheres out there in the universe that are made visible
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because they're sort of using a lot of energy. So they're generating a lot of light stuff. They're
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changing things. They're changing things. And change would be visible a long way off.
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Yes. They would take apart stars, rearrange them, restructure galaxies. They would just
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all kinds of big, huge stuff. Okay. If they're expanding slowly, we would see a lot of them
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because the universe is old. Is old enough to where we would see that. We're assuming we're
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just typical, you know, maybe at the 50th percentile of them. So like half of them have appeared so
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far. The other half will still appear later. And the math of our best estimate is that they appear
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roughly once per million galaxies. And we would meet them in roughly a billion years
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if we expanded out to meet them. So we're looking at a grab the aliens model, 3d sim, right?
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What's what's this? That's the actual name of the video. What by the time we get to 13.8 billion
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years, the fun begins. Okay. So this is, this is, we're watching a three dimensional sphere
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rotating. I presume that's the universe and then grab the aliens are expanding and feeling that
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universe exactly with all kinds of fun pretty soon. It's awful. It's full. So that's how
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the grab the aliens come in contact. First of all, with other aliens and then
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with us humans, the following is a simulation of the grab the aliens model of alien civilizations.
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Civilizations are born that expand outwards at constant speed. A spherical region of space is
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shown by the time we get to 13.8 billion years. This sphere will be about 3000 times as wide as
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the distance from the Milky Way to Andromeda. Okay. This is fun. It's huge. Okay. It's huge.
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All right. So why don't we see, we're one little tiny, tiny, tiny, tiny dot in that giant,
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giant sphere. Right. Why don't we see any of the grab the aliens?
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It depends on how fast they expand. So you could see that if they expanded at the speed of light,
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you wouldn't see them until they were here. So like out there, if somebody is destroying the
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universe with a vacuum decay, there's this doomsday scenario where somebody somewhere could change the
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vacuum of the universe and that would expand at the speed of light and basically destroy
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everything it hit. But you'd never see that until it got here because it's expanding at the speed of
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light. If you're spanning really slow, then you see it from a long way off. So the fact we don't
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see anything in the sky tells us they're expanding fast, say over a third the speed of light. And
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that's really, really fast. But that's what you have to believe if you look out and you don't see
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anything. Now you might say, well, maybe I just don't want to believe this whole model. Why should
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I believe this whole model at all? And our best evidence why you should believe this model is our
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early date. We are right now at almost 14 billion years into the universe on a planet around a star
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that's roughly five billion years old. But the average star out there will last roughly five
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trillion years. That is a thousand times longer. And remember that power law, it says that the chance
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of advanced life appearing on a planet goes as the power of sixth of the time. So if a planet
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lasts a thousand times longer, then the chance of it appearing on that planet, if everything would
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stay empty at least, is a thousand to the sixth power or 10 to the 18. So enormous overwhelming
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chance that if the universe would just stay set and empty and waiting for advanced life to appear,
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when it would appear, would be way at the end of all these planet lifetimes. That is the long
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planets near the end of the lifetime, trillions of years into the future. But we're really early
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compared to that. And our explanation is at the moment, as you saw in the video, the universe
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is filling up in roughly a billion years, it'll all be full. And at that point, it's too late for
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advanced life to show up. So you had to show up now before that deadline. Okay, can we break
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that apart a little bit? Okay. Or linger on some of the things you said. So with the power law,
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the things we've done on earth, the model you have says that it's very unlikely. Like we're lucky
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SOBs. Is that is that mathematically correct to say? We're crazy early. That is when early
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means like in the history of the universe in the history. Okay, so given this model,
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how do we make sense of that? If we're super, can we just be the lucky ones?
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Well, 10 to the 18 lucky, you know, how lucky do you feel? So, you know,
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that's pretty lucky, right? You know, 10 to the 18 is a billion billion. So then if you were just
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being honest and humble, that that means, what does that mean? It means one of the assumptions
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that calculated this crazy early must be wrong. Yeah, that's what it means. So the key assumption
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we suggest is that the universe would stay empty. So most life would appear like 1000 times longer
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later than now, if everything would stay empty waiting for it to appear. So what is not empty?
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So the grabby aliens are filling the universe right now, roughly at the moment they filled
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half of the universe, and they've changed it. And when they fill everything, it's too late for
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stuff like us to appear. But wait, hold on a second. Did anyone help us get lucky? If it's so
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difficult, what how do like, so it's like cancer, right? There's all these cells, each of which
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randomly does or doesn't get cancer. And eventually some cell gets cancer. And, you know, we were one
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of those. But hold on a second. Okay. But we got it early. Early compared to the prediction
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with an assumption that's wrong. That's so that's how we do a lot of, you know, theoretical analysis.
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You have a model that makes a prediction that's wrong, then that helps you reject that model.
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Okay, let's try to understand exactly where the wrong is. So the assumption is that the universe
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is empty, stays empty, stays empty, and waits until this advanced life appears in trillions of years.
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That is, if the universe would just stay empty, if there was just, you know, nobody else out there,
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then when you should expect advanced life to appear, if you're the only one in the universe,
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when should you expect to appear? You should expect to appear trillions of years in the future.
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I see. Right. So this is a very sort of nuanced mathematical assumption. I don't think we can
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intuit it cleanly with words. But if you assume that you're just waiting, the universe stays empty
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and you're waiting for one life civilization to pop up, then it's going to, it should happen very
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late, much later than now. And if you look at Earth, the way things happen on Earth,
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it happened much, much, much, much, much earlier than it was supposed to according to this model,
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if you take the initial assumption. Therefore, you can say, well, the initial assumption
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of the universe staying empty is very unlikely. Right. Okay. And the other, the other alternative
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theory is the universe is filling up and will fill up soon. And so we are typical for the origin
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data of things that can appear before the deadline. Before the, okay, it's filling up. So why don't we
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see anything if it's filling up? Because they're expanding really fast. Close to the speed of light.
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Exactly. So we will only see it when it's here. Almost here. Okay. What are the ways in which
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we might see a quickly expanding? This is both exciting and terrifying. It is terrifying. It's
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like watching a truck, like driving at you at a hundred miles an hour. And right. So we would see
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spheres in the sky, at least one sphere in the sky growing very rapidly. And like very rapidly.
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Right? Yes. Very rapidly. So we're not, so there's, there's, you know, different depth,
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because we were just talking about 10 million years. This would be, you might see it 10 million
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years in advance coming. I mean, you still might have a long warning. Or again, the universe is
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14 billion years old. The typical origin times of these things are spread over several billion
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years. So the chance of one originating at a, you know, very close to you in time is very low.
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So they still might take millions of years from the time you see it, from the time it gets here.
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A lot of million years of your years would be terrified of this sphere coming at you.
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But, but, but coming at you very fast. So if they're traveling close to the speed of light,
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but they're coming from a long way away. So remember, the rate at which they appear is one
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per million galaxies. Right. So they're, they're roughly a hundred galaxies away.
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I see. So the delta between the speed of light and their actual travel speed is very important.
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Right. So even if they're going at, say, half the speed of light,
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we'll have a long time then. Yeah. But what if they're traveling exactly at a speed of light?
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Then we see them like, then we wouldn't have much warning, but that's less likely. Well,
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we can't exclude it. And they could also be somehow traveling faster than the speed of light.
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But I think we can exclude because if they could go faster than speed of light, then
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they would just already be everywhere. So in a universe where you can travel
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faster than the speed of light, you can go backwards in space time. So any time you appeared
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anywhere in space time, you could just fill up everything. Yeah. And so anybody in the future,
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whoever appeared, they would have been here by now. Can you exclude the possibility that
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those kinds of aliens aren't already here? Well, you have to have a different discussion of that.
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Right. So let's actually lead that. Let's leave that discussion aside just to
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linger and understand the grabby alien expansion, which is beautiful and fascinating. Okay.
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So there's these giant expanding spheres of alien civilizations. Now,
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when those spheres collide mathematically,
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it's very likely that we're not the first collision of grabby alien civilizations,
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I suppose is one way to say it. So there's like the first time the spheres touch each other,
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recognize each other. Right. They meet. They recognize each other first before they meet.
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They see each other coming. They see each other coming. And then so there's a bunch of them,
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there's a combinatorial thing where they start seeing each other coming. And then there's a
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third neighbor, it's like, what the hell? And then there's a fourth one. Okay. So what does that,
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you think, look like? What lessons from human nature that's the only data we have?
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Well, can you draw? So the story of the history of the universe here is what I would call a
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living cosmology. So what I'm excited about in part by this model is that it lets us tell a story
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of cosmology where there are actors who have agendas. So most ancient peoples, they had cosmologies,
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the stories they told about where the universe came from and where it's going and what's happening
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out there. And their stories, they like to have agents and actors, gods or something out there
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doing things. And lately, our favorite cosmology is dead, kind of boring. We're the only activity
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we know about or see and everything else just looks dead and empty. But this is now telling us,
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no, that's not quite right. At the moment, the universe is filling up. And in a few billion
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years, it'll be all full. And from then on, the history of the universe will be the universe
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full of aliens. Yeah. So that's a, it's a really good reminder, a really good way to think about
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cosmologies. We're surrounded by a vast darkness. And we don't know what's going on in that darkness
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until the light from whatever generate lights arrives here. So we kind of, yeah,
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we look up at the sky, okay, they're stars. Oh, they're pretty. But you don't think about
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the giant expanding spheres of aliens. Right. Because you don't see them. But now we're
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dating. Looking at the clock, if you're clever, the clock tells you. So I like the analogy with
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the ancient Greeks. So you might think that an ancient Greek, you know, staring at the universe
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couldn't possibly tell how far away the sun was or how far away the moon is or how big the earth is
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is that all you can see is just big things in the sky. You can't tell. But they were clever enough,
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actually, to be able to figure out the size of the earth and the distance to the moon and the sun
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and the size of the moon and sun. That is, they could figure those things out, actually, by being
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clever enough. And so similarly, we can actually figure out where are the aliens out there in
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space time by being clever about the few things we can see, one of which is our current date.
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And so now that you have this living cosmology, we can tell the story that the universe starts
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out empty. And then at some point, things like us appear very primitive. And then some of those
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stop being quiet and expand. And then for a few billion years, they expand, and then they meet
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each other. And then for the next 100 billion years, they commune with each other. That is,
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the usual models of cosmology say that in roughly 150 billion years, the expansion of the universe
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will happen so much that all you'll have left is some galaxy clusters that are sort of disconnected
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from each other. But before then, for the next 100 billion years, they will interact.
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There will be this community of all the grabby alien civilizations, and each one of them will
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hear about and even meet thousands of others. And we might hope to join them someday and become
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part of that community. That's an interesting thing to aspire to.
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Yes. Interesting is an interesting word. Is the universe of alien civilizations defined by war
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as much or more than war defined human history? I would say it's defined by competition. And
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then the question is how much competition implies war. So up until recently, competition
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defined life on earth. Competition between species and organisms and among humans,
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competitions among individuals and communities. And that competition often took the form of war
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in the last 10,000 years. Many people now are hoping or even expecting to sort of suppress
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and end competition in human affairs. They regulate business competition, they prevent
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military competition. And that's a future I think a lot of people will like to continue and
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strengthen. People will like to have something close to world government or world governance or
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at least a world community. And they will like to suppress war and many forms of business and
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personal competition over the coming centuries. And they may like that so much that they prevent
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interstellar colonization, which would become the end of that era. That is interstellar colonization
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would just return severe competition to human or our descendant affairs. And many civilizations may
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prefer that and ours may prefer that. But if they choose to allow interstellar colonization,
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they will have chosen to allow competition to return with great force. That is, there's really
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not much of a way to centrally govern a rapidly expanding sphere of civilization. And so I think
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that's one of the most solid things we can predict about grabiolins is they have accepted
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competition. And they have internal competition. And therefore, they have the potential for competition
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when they meet each other at the borders. But whether that's military competition
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is more of an open question. So military meaning physically destructive, right.
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So there's a lot to say there. So one idea that you kind of proposed is progress might be
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maximized through competition, through some kind of healthy competition, some definition of healthy.
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So like constructive, not destructive competition. So like we would likely grabiolins civilizations
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would be likely defined by competition because they can expand faster because they competition
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allows innovation and sort of the battle of ideas. The way I would take the logic is to say,
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you know, competition just happens if you can't coordinate to stop it. And you probably can't
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coordinate to stop it in an expanding interstellar way. So competition is a fundamental force
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in the universe. It has been so far. And it would be within an expanding grabiolins civilization.
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But we today have the chance, many people think and hope, of greatly controlling and limiting
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competition within our civilization for a while. And that's an interesting choice,
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whether to allow competition to re to sort of regain its full force, or whether to suppress
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and manage it. Well, one of the open questions that has been raised in the past less than 100 years
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is whether our desire to lessen the destructive nature of competition or the destructive kind
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of competition will be outpaced by the destructive power of our weapons.
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Sort of if nuclear weapons and weapons of that kind become more destructive than our desire
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for peace, then all it takes is one asshole at the party to ruin the party.
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CB – It takes one asshole to make a delay, but not that much of a delay on the cosmological
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scales we're talking about. So even a vast nuclear war, if it happened here right now on Earth,
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it would not kill all humans. It certainly wouldn't kill all life. And so human civilization
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would return within 100,000 years. CB – So all the history of atrocities,
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and if you look at the Black Plague, which is not human cause atrocities or whatever.
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CB – There are a lot of military atrocities in history.
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CB – Absolutely. CB – In the 20th century. Those challenges to think about human nature, but
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the cosmic scale of time and space, they do not stop the human spirit essentially. The humanity
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goes on. Through all the atrocities, it goes on. Like most likely. So even a nuclear war isn't
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enough to destroy us or to stop our potential from expanding. But we could institute a regime
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of global governance that limited competition, including military and business competition
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of sorts, and that could prevent our expansion. CB – Of course, to play devil's advocate,
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global governance is centralized power, power corrupts, and absolute power corrupts absolutely.
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One of the aspects of competition that's been very productive is not letting any one person,
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any one country, any one center of power become absolutely powerful. Because that's another
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lesson is it seems to corrupt. There's something about ego in the human mind that seems to be
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corrupted by power. So when you say global governance, that terrifies me more than the
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possibility of war. Because it's... CB – I think people will be less terrified
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than you are right now. And let me try to paint the picture from their point of view. This isn't
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my point of view, but I think it's going to be a widely shared point of view.
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CB – Yes. This is two devils advocates arguing, two devils.
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CB – Okay. So for the last half century and into the continuing future, we actually have had
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a strong elite global community that shares a lot of values and beliefs and has created
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a lot of convergence in global policy. So if you look at electromagnetic spectrum or
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medical experiments, or pandemic policy, or nuclear power energy, or regulating airplanes,
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or just in a wide range of area, in fact, the world has very similar regulations and rules
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everywhere. And it's not a coincidence because they are part of a world community where people
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get together at places like Davos, et cetera, where world elites want to be respected by other
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world elites, and they have a convergence of opinion, and that produces something like
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global governance, but without a global center. This is what human mobs or communities have
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done for a long time. That is, humans can coordinate together on shared behavior without a center
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by having gossip and reputation within a community of elites. And that is what we have been doing
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and are likely to do a lot more of. So for example, one of the things that's happening,
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say, with the war in Ukraine is that this world community of elites has decided that they disapprove
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of the Russian invasion, and they are coordinating to pull resources together from all around the
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world in order to oppose it. And they are proud of that, sharing that opinion and their feel that
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they are morally justified in their stance there. And that's this kind of event that actually brings
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world elite communities together, where they come together and they push a particular policy
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and position that they share and that they achieve successes. And the same sort of passion
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animates global elites with respect to, say, global warming or global poverty and other
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sorts of things. And they are, in fact, making progress on those sorts of things through shared
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global community of elites. And in some sense, they are slowly walking toward global governance,
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slowly strengthening various world institutions of governance, but cautiously, carefully watching
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out for the possibility of a single power that might corrupt it. I think a lot of people over
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the coming centuries will look at that history and like it.
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It's an interesting thought. And thank you for playing that devil's advocate there. But I think
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the elites too easily lose touch of the morals that the best of human nature and power corrupts.
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Sure. But their view is the one that determines what happens. Their view may still end up there,
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even if you or I might criticize it from that point of view. So from a perspective of minimizing
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human suffering, elites can use topics of the war in Ukraine and climate change and all of those
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things to sell an idea to the world. And with disregard to the amount of suffering it causes,
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there are actual actions. So like you can tell all kinds of narratives. That's the way propaganda
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works. Hitler really sold the idea that everything Germany is doing is either it's the victim is
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defending itself against the cruelty of the world and it's actually trying to bring out
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about a better world. So every power center thinks they're doing good. And so this is
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this is the positive of competition of not having multiple power centers. This kind of
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gathering of elites makes me very, very, very nervous. The dinners, the meetings in the closed
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rooms. I don't know. I another but remember we talked about separating our cold analysis of
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what's likely or possible from what we prefer. And so that's this isn't exactly enough time for
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that. We might say, I would recommend we don't go this route of a world strong world governance.
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And because I would say it'll preclude this possibility of becoming grabby aliens of filling
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the next nearest million galaxies for the next billion years with vast amounts of activity
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and interest and value of life out there. That's the thing we would lose by deciding that we
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wouldn't expand that we would stay here and keep our comfortable shared governance.
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So you wait, you think that global governance is makes it more likely or less likely that we
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expand out into the universe less. So okay, this is the key. This is the key point. Right. Right.
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So screw the elites. Wait, do we want to expand? So again, I want to separate my neutral analysis
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from my evaluation and say, first of all, I have an analysis that tells us this is a key choice
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that we will face and that it's key choice other aliens have faced out there. And it could be that
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only one in 10 or one in 100 civilizations chooses to expand and the rest of them stay quiet. And
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that's how it goes out there. And we face that choice too. And it'll happen sometime in the next
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10 million years, maybe the next 1000. But the key thing to notice from our point of view is that
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even though you might like our global governance, you might like the fact that we've come together.
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We no longer have massive wars and we no longer have destructive competition.
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And that we could continue that. The cost of continuing that would be to prevent
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interstellar colonization. That is, once you allow interstellar colonization,
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then you've lost control of those colonies. And whatever they change into, they could come back
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here and compete with you back here as a result of having lost control. And I think if people value
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that global governance and global community and regulation and all the things it can do enough,
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they would then want to prevent interstellar colonization.
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I want to have a conversation with those people. I believe that both for humanity,
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for the good of humanity, for what I believe is good in humanity and for expansion, exploration,
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innovation, distributing the centers of power is very beneficial. So this whole meeting of elites
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and I've been very fortunate to meet quite a large number of elites. They made me nervous
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because it's easy to lose touch of reality. I'm nervous about that myself,
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to make sure that you never lose touch as you get older, wiser,
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you know, how you generally get like disrespectful of kids, kids these days.
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No, the kids are... Okay, but I think we should hear a stronger case for their position. So I'm
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going to play for the elites. Yes. Well, for the limiting of expansion and for the regulation
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of behavior. Can I link on that? Sure. So you're saying those two are connected.
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So the human civilization and alien civilizations come to a crossroads. They have to decide,
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do we want to expand or not? And connected to that, do we want to give a lot of power to a
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central elite? Do we want to distribute the power centers, which is naturally connected to the
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expansion? When you expand, you distribute the power. If, say over the next thousand years,
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we fill up the solar system, right? We go out from Earth and we colonize Mars and we change a lot of
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things. Within a solar system, still everything is within reach. That is, if there's a rebellious
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colony around Neptune, you can throw rocks at it and smash it and then teach them discipline.
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How did that work for the British Empire? Central control over the solar system is feasible.
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But once you let it escape the solar system, it's no longer feasible. But if you have a solar
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system that doesn't have a central control, maybe broken into a thousand different political units
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in the solar system, then any one part of that that allows interstellar colonization,
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and it happens. That is, interstellar colonization happens when only one party chooses to do it and
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is able to do it. And that's what it is there for. So we can just say in a world of competition,
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if interstellar colonization is possible, it will happen and then competition will continue.
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And that will ensure the continuation of competition into the indefinite future.
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And competition, we don't know, but competition can take violent forms or productive forms.
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And the case I was going to make is that I think one of the things that most scares people about
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competition is not just that it creates Holocausts and death on massive scales,
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is that it's likely to change who we are and what we value.
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Yes. So this is the other thing with power. As we grow, as human civilization grows,
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because multi planetary, multi solar system potentially, how does that change us? Do you think?
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I think the more you think about it, the more you realize it can change us a lot.
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So first of all, it's pretty dark, by the way. Well, it's just honest.
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Right. Well, I was trying to get you there. I think the first thing you should say,
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if you look at history, just human history over the last 10,000 years,
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if you really understood what people were like a long time ago, you'd realize they were really
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quite different. Ancient cultures created people who were really quite different. Most historical
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fiction lies to you about that. It often offers you modern characters in an ancient world.
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But if you actually study history, you will see just how different they were and how
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differently they thought. And they've changed a lot many times and they've changed a lot
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across time. So I think the most obvious prediction about the future is,
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even if you only have the mechanisms of change we've seen in the past,
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you should still expect a lot of change in the future. But we have a lot bigger mechanisms
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for change in the future than we had in the past. So I have this book called The Age of M,
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Work, Love, and Life, and Robots Rule the Earth. And it's about what happens if brain
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emulations become possible. So a brain emulation is where you take an actual human brain and you
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scan it and find spatial and chemical detail to create a computer simulation of that brain.
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And then those computer simulations of brains are basically citizens in a new world. They work
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and they vote and they fall in love and they get mad and they lie to each other. And this is a whole
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new world. And my book is about analyzing how that world is different than our world. Basically
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using competition as my key lever of analysis. That is, if that world remains competitive,
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then I can figure out how they change in that world, what they do differently than we do.
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And it's very different. And it's different in ways that are shocking sometimes to many people
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and ways some people don't like. I think it's an okay world, but I have to admit,
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it's quite different. And that's just one technology. If we add dozens more technologies
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and changes into the future, we should just expect it's possible to become very different than who
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we are. In the space of all possible minds, our minds are a particular architecture, a particular
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structure, a particular set of habits, and they are only one piece in a vast base of possibilities.
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The space of possible minds is really huge. So yeah, let's linger on the space of possible minds
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for a moment, just to sort of humble ourselves how peculiar our peculiarities are. Like the fact that
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we like a particular kind of sex and the fact that we eat food through one hole
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and poop through another hole. And that seems to be a fundamental aspect of life. It's very
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important to us. And that life is finite in a certain kind of way. We have a meat vehicle.
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So death is very important to us. I wonder which aspects are fundamental or would be common
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throughout human history and also throughout history of life on earth and throughout other
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kinds of lives. Like what is really useful? You mentioned competition seems to be one
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fundamental thing. I've tried to do analysis of where our distant descendants might go in terms
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of what are robust features we could predict about our descendants. So again, I have this analysis
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of sort of the next generation, so the next era after ours. If you think of human history as having
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three eras so far, there was the forager era, the farmer era, and the industry era, then my
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attempt in age of M is to analyze the next era after that. And it's very different, but of course
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there could be more and more eras after that. So analyzing a particular scenario and thinking
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it through is one way to try to see how different the future could be, but that doesn't give you
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some sort of sense of what's typical. But I have tried to analyze what's typical. And so I have
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two predictions I think I can make pretty solidly. One thing is that we know at the moment that humans
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discount the future rapidly. So we discount the future in terms of caring about consequences,
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roughly a factor of two per generation. And there's a solid evolutionary analysis why
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sexual creatures would do that, because basically your descendants only share half of your genes
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and your descendants are a generation away. So we only care about our grandchildren.
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Basically, that's a factor of four later because it's later. So this actually explains
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typical interest rates in the economy. That is, interest rates are greatly influenced by our
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discount rates. And we basically discount the future by a factor of two per generation.
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But that's a side effect of the way our preferences evolved as sexually selected creatures.
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We should expect that in the longer run, creatures will evolve who don't discount the future.
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They will care about the long run, and they will therefore not neglect the wrong one. So for example,
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for things like global warming or things like that, at the moment, many commenters are sad that
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basically ordinary people don't seem to care much, market prices don't seem to care much,
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and more ordinary people, it doesn't really impact them much because humans don't care much about
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the long term future. And futurists find it hard to motivate people and to engage people about
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the long term future because they just don't care that much. But that's a side effect of this
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particular way that our preferences evolved about the future. And so in the future, they will neglect
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the future less. And that's an interesting thing that we can predict robustly. Eventually,
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maybe a few centuries, maybe longer, eventually our descendants will care about the future.
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Can you speak to the intuition behind that? Is it useful to think more about the future?
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Right. If evolution rewards creatures for having many descendants, then if you have
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decisions that influence how many descendants you have, then that would be good if you made
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those decisions. But in order to do that, you'll have to care about them. You'll have to care about
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that future. So to push back, that's if you're trying to maximize the number of descendants. But
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the nice thing about not caring too much about the long term future is you're more likely to take
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big risks or you're less risk averse. And it's possible that both evolution and just
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life in the universe rewards the risk takers. Well, we actually have analysis of the ideal
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risk preferences too. So there's a literature on ideal preferences that evolutions should promote.
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And for example, there's a literature on competing investment funds and what the managers of those
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funds should care about in terms of risk, various kinds of risks, and in terms of discounting.
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And so managers of investment funds should basically have logarithmic risk, i.e.,
link |
in shared risk, in correlated risk, but be very risk neutral with respect to uncorrelated risk.
link |
So that's a feature that's predicted to happen about individual personal choices in biology
link |
and also for investment funds. So that's other things. That's also something we can say about
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the long run. What's correlated and uncorrelated risk? If there's something that would affect
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all of your descendants, then if you take that risk, you might have more descendants,
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but you might have zero. And that's just really bad to have zero descendants. But an uncorrelated
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risk would be a risk that some of your descendants would suffer, but others wouldn't. And then
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you have a portfolio of descendants. And so that portfolio ensures you against problems with any
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one of them. I like the idea of portfolio of descendants. And we'll talk about portfolios with
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your idea of, you briefly mentioned, we'll return there with M. E. M. The age of E. M. Work, love,
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and life when robots rule the earth. E. M., by the way, is emulated minds. So this one of the
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M is short for emulations. M is short for emulations. And it's kind of an idea of how we
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might create artificial minds, artificial copies of minds, or human like intelligences.
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L. M. I have another dramatic prediction I can make about long term preferences.
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L. M. Which is, at the moment, we reproduce as the result of a hodgepodge of preferences that
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aren't very well integrated, but sort of in our ancestral environment induce us to reproduce.
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So we have preferences over being sleepy and hungry and thirsty and wanting to have sex and
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wanting to be excited, excitement, et cetera, right? And so in our ancestral environment,
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the packages of preferences that we evolved to have did induce us to have more descendants.
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That's why we're here. But those packages of preferences are not a robust way to
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provoke having more descendants. They were tied to our ancestral environment, which no
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longer true. So that's one of the reasons we are now having a big fertility decline,
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because in our current environment, our ancestral preferences are not inducing us to have a lot
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of kids, which is from evolution's point of view, a big mistake. We can predict that in the longer
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run, there will arise creatures who just abstractly know that what they want is more descendants.
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That's a very robust way to have more descendants is to have that as your direct preference.
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First of all, your ticket is so clear. I love it. So mathematical and thank you for thinking
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so clear with me and bearing with my interruptions and going on the tangents when we go there.
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So you're just clearly saying that successful long term civilizations will prefer to have
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descendants, more descendants. Not just prefer consciously and abstractly prefer,
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that is, it won't be the indirect consequence of other preferences. It will just be the thing they
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know they want. There'll be a president in the future that says, we must have more sex.
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We must have more descendants and do whatever it takes to do that. Whatever.
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We must go to the moon and do the other things. Not because they're easy, but because they're hard,
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but instead of the moon, let's have lots of sex. Okay. But there's a lot of ways to have descendants,
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right? Right. But so that's the whole point. When the world gets more complicated and there
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are many possible strategies, it's having that as your abstract preference that will
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force you to think through those possibilities and pick the one that's most effective.
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So just to clarify, descendants doesn't necessarily mean the narrow definition of
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descendants, meaning humans having sex and then having babies. Exactly.
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You can have artificial intelligence systems that in whom you instill some capability of
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cognition and perhaps even consciousness. You can also create through genetics and biology,
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clones of yourself, or slightly modified clones, thousands of them. Right.
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So all kinds of descendants. It could be descendants in the space of ideas too.
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But somehow we no longer exist in this meat vehicle. It's now just like,
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whatever the definition of a life form is, you have descendants of those life forms.
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Yes. And they will be thoughtful about that. They will have thought about what counts as a
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descendant. And that will be important to them to have the right concept.
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So the they there is very interesting who the they are.
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But the key thing is we're making predictions that I think are somewhat robust about what
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our distant descendants will be like. Another thing I think you would automatically accept
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is they will almost entirely be artificial. And I think that would be the obvious prediction
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about any aliens we would meet. That is, they would long sense have given up reproducing biologically.
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Well, it's all it's like organic or something. It's all real and it might be squishy and made
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out of hydrocarbons. But it would be artificial in the sense of made in factories with designs on
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CAD things, right? Factories with scale economy. So the factories we have made on Earth today
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have much larger scale economies than the factories in our cells. So the factories in
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our cells are there are marvels, but they don't achieve very many scale economies. They're tiny
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little factories. But they're all factories. Yes. Factors on top of factories. So everything,
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the fact that the factories that are designed is different than sort of the factories that have
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evolved. I think the nature of the word design is very interesting to uncover there. But let
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me, in terms of aliens, let me go, let me analyze your Twitter like it's Shakespeare.
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Okay. There's a tweet says define hello in quotes alien civilizations as one that might
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in the next million years identify humans as intelligent and civilized travel to Earth and
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say hello by making their presence and advanced abilities known to us. The next 15 polls, this
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is a Twitter thread. The next 15 polls ask about such hello aliens. And what these polls ask is
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your Twitter followers, what they think those aliens will be like certain particular qualities.
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So poll number one is what percent of hello aliens evolved from biological species with
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two main genders? And you know, the popular vote is above 80%. So most of them have two genders.
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What do you think about that? I'll ask you about some of these because it's so interesting. It's
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such an interesting question. It is a fun set of questions. Yes. I like fun set of questions. So
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the genders as we look through revolutionary history, what's the usefulness of that as opposed
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to having just one or like millions? So there's a question in evolution of life on Earth. There are
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very few species that have more than two genders. There are some, but they aren't very many. But
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there's an enormous number of species that do have two genders, much more than one. And so there's a
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literature on why did multiple genders evolve? And that's sort of what's the point of having males
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and females versus hemaphrodites. So most plants are hemaphrodites. That is, they would mate male
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female, but each plant can be either role. And then most animals have chosen to split into males
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and females. And then they're differentiating the two genders. And there's an interesting set
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of questions about why that happens. Because you can do selection. You basically have
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like one gender competes for the affection of other and their sexual partnership that creates
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the offspring. So there's sexual selection. It's nice to have, to a party, it's nice to have dance
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partners. And then each one gets to choose based on certain characteristics. And that's an efficient
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mechanism for adopting to the environment, being successfully adopted to the environment.
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It does look like there's an advantage in, if you have males, then the males can take higher
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variants. And so there can be stronger selection among the males in terms of weeding out genetic
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mutations because the males have higher variants in their mating success.
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Sure. Okay. Question number two, what percent of hello aliens evolved from land animals as
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opposed to plants or ocean slash air organisms? By the way, I did recently see that there's
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a, only 10% of species on earth are in the ocean. So there's a lot more variety on land.
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There is. It's interesting. So why is that? I don't even, I can't even intuit exactly why that
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would be. Maybe survival on land is harder. And so you get a lot. The story that I understand is
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it's about small niches. So speciation can be promoted by having multiple different species.
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So in the ocean, species are larger. That is, there are more creatures in each species because the
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ocean environments don't vary as much. So if you're good in one place, you're good in many other
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places. But on land, especially in rivers, rivers contain an enormous percentage of the
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kinds of species on land, you see, because they vary so much from place to place. And so
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a species can be good in one place and then other species can't really compete because
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they came from a different place where things are different. So it's a remarkable fact actually
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that speciation promotes evolution in the long run. That is, more evolution has happened on land
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because there have been more species on land, because each species has been smaller. And
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that's actually a warning about something called rot that I've thought a lot about, which is one
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of the problems with even a world government, which is large systems of software today just
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consistently rot and decay with time and have to be replaced. And that plausibly also is a problem
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for other large systems, including biological systems, legal systems, regulatory systems.
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And it seems like large species actually don't evolve as effectively as small ones do.
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And that's an important thing to notice about. And that's actually different from ordinary
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sort of evolution in economies on earth in the last few centuries, say. On earth,
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the more technical evolution and economic growth happens in larger integrated cities and nations.
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But in biology, it's the other way around. More evolution happened in the fragmented species.
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Yeah. It's such a nuanced discussion, because you can also push back in terms of nations and
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at least companies. It's like large companies seem to evolve less effectively. There is something
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they have more resources, they don't even have better resilience. When you look at the scale of
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decades and centuries, it seems like a lot of large companies die.
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But still large economies do better. Large cities grow better than small cities. Large
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integrated economies like the United States or the European Union do better than small fragmented
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ones. That's a very interesting long discussion. But so most the people and obviously votes on
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Twitter represent the absolute objective truth of things. But an interesting question about oceans
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is that, okay, remember I told you about how most planets would last for trillions of years
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and then be later, right? So people have tried to explain why life appeared on earth by saying,
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oh, all those planets are going to be unqualified for life because of various problems. That is,
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they're around smaller stars which last longer and smaller stars have some things like more
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solar flares, maybe more tidal locking. But almost all of these problems with longer lived
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planets aren't problems for ocean worlds. And a large fraction of planets out there are ocean
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worlds. So if life can appear on an ocean world, then that pretty much ensures that these planets
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that last a very long time could have advanced life because most, no, there's a huge fraction
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of ocean worlds. So that's actually an open question. So when you say, sorry, when you say
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life appear, you're kind of saying life and intelligent life. So that's an open question
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is land. And as I suppose the question behind the Twitter poll, which is a grabby alien civilization
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that comes to say hello, what's the chance that they first began their early steps,
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the difficult steps they took on land? What do you think? 80%
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most people on Twitter think is very likely on land. What do you think?
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I think people are discounting ocean worlds too much. That is, I think people tend to assume that
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whatever we did must be the only way it's possible. And I think people aren't giving enough credit for
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other possible paths. But dolphins, water world, by the way, people criticize that movie. I love
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that movie. Kevin Costner can do me no wrong. Okay, next question. What percent of hello aliens
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once had a nuclear war with greater than 10 nukes fired in anger? So not in the incompetence
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and as an accident. Intentional firing of nukes and less than 20% was the most popular vote.
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That just seems wrong to me. So like, I wonder what, so most people think once you get nukes,
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we're not going to fire them. They believe in the power of the game. I think they're assuming that
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if you had a nuclear war, then that would just end civilization for good. I think that's the
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thinking. That's the main thing. And I think that's just wrong. I think you could rise again
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after a nuclear war. It might take 10,000 years or 100,000 years, but it could rise again.
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So what do you think about mutually assured destruction as a force to prevent people from
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firing nuclear weapons? That's a question that's a new to a terrifying degree has been raised now
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and what's going on. Clearly it has had an effect. The question is just how strong an effect for how
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long? Clearly we have not gone wild with nuclear war and clearly the devastation that you would get
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if you initiated nuclear war is part of the reasons people have been reluctant to start a war. The
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question is just how reliably will that ensure the absence of a war? Yeah, the night is still
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young. Exactly. It's been 70 years or whatever it's been. But what do you think? Do you think
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we'll see nuclear war in the century? I don't know in the century, but it's the sort of thing
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that's likely to happen eventually. There's a very loose statement. Okay, I understand. Now this is
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where I pull you out of your mathematical model and ask a human question. Do you think this
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particular question... I think we've been lucky that it hasn't happened so far. But what is the
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nature of nuclear war? Let's think about this. There's dictators. There's democracies.
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Miscommunication. How do wars start? World War I, World War II. So the biggest datum here is that
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we've had an enormous decline in major war over the last century. So that has to be taken into
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account. War is a process that has a very long tail. That is, there are rare, very large wars.
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So the average war is much worse than the median war because of this long tail. And that makes it
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hard to identify trends over time. So the median war has clearly gone way down in the last century
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that a median rate of war. But it could be that's because the tail has gotten thicker. And in fact,
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the average war is just as bad. But most wars are going to be big wars. So that's the thing
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we're not so sure about. There's no strong data on wars with one... Because of the destructive
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nature of the weapons kill hundreds of millions of people. There's no data on this. But we can
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start intuiting... But we can see that the power law... We can do a power law fit to the rate of
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wars and it's a power law with a thick tail. So it's one of those things that you should expect,
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most of the damage to be in the few biggest ones. So that's also true for pandemics and
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a few other things. For pandemics, most of the damage is in the few biggest ones. So the median
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pandemic so far is less than the average that you should expect in the future.
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But that fitting of data is very questionable because everything you said is correct. The
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question is like, what can we infer about the future of civilization threatening pandemics
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or nuclear war from studying the history of the 20th century? So you can't just fit it to the
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data, the rate of wars and the destructive nature. That's not how nuclear war will happen.
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Nuclear war happens with two assholes or idiots that have access to a button.
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Small wars happen that way too. No, I understand that. But that's,
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it's very important. Small wars aside, it's very important to understand the dynamics,
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the human dynamics and the geopolitics of the way nuclear war happens in order to predict how we
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can minimize the chance of... But it is a common and useful intellectual strategy
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to take something that could be really big or but is often very small and fit the distribution of
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the data, small things, which you have a lot of them and then ask, do I believe the big things
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are really that different? Right? I see. So sometimes it's reasonable to say like,
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save with tornadoes or even pandemics or something. The underlying process might not be
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that different. But that's a high possible one. It might not be. The fact that mutual
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assured destruction seems to work to some degree shows you that to some degree it's different
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than the small wars. So it's a really important question to understand is, are humans capable?
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One human, like how many humans on earth? If I give them a button now, say you pressing this
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button will kill everyone on earth. Everyone, right? How many humans will press that button?
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I want to know those numbers, like day to day, minute to minute. How many people have that much
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irresponsibility, evil, incompetence, ignorance, whatever word you want to assign. There's a lot
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of dynamics to the psychology that leads you to press that button. But how many? My intuition is
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the number, the more destructive that press of a button, the fewer humans you find and that
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number gets very close to zero very quickly, especially people have access to such a button.
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But that's perhaps a hope than a reality. Unfortunately, we don't have good data on this,
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which is like, how destructive are humans willing to be?
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So I think part of this just has to think about, ask you about your time scales you're looking
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at, right? Right. So if you say, if you look at the history of war, we've had a lot of wars
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pretty consistently over many centuries. So if I ask, if you ask, will we have a nuclear war in
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the next 50 years, I might say, well, probably not. If I say 500 or 5000 years, if the same sort
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of risks are underlying and they just continue, then you have to add that up over time and think
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the risk is getting a lot larger the longer a timescale we're looking at.
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But okay, let's generalize nuclear war because what I was more referring to is something that
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kills more than 20% of humans on earth and injures or makes the other 80% suffer horribly,
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survive but suffer. That's what I was referring to. So when you look at 500 years from now,
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that might not be nuclear war, that might be something else, right? That's that kind of,
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has that destructive effect. And I don't know, these feel like novel questions in the history
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of humanity. I just don't know. I think since nuclear weapons, this has been engineering
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pandemics, for example, robotics, so nanobots. It just seems like a real new possibility that
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we have to contend with and we don't have good models for my perspective.
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So if you look on, say, the last 1000 years or 10,000 years, we could say we've seen a certain
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rate at which people are willing to make big destruction in terms of war.
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If you're willing to project that data forward, then I think if you want to ask over periods of
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thousands or tens of thousands of years, you would have a reasonable data set. So the key question
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is what's changed lately? Yes. Okay. And so a big question of which I've given a lot of thought to,
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what are the major changes that seem to have happened in culture and human attitudes over
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the last few centuries and what's our best explanation for those so that we can project
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them forward into the future? And I have a story about that, which is the story that we have been
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drifting back toward forager attitudes in the last few centuries as we get rich. So the idea is we
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spent a million years being a forager and that was a very sort of standard lifestyle that we know
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a lot about. Foragers sort of live in small bands, they make decisions cooperatively, they share food,
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they don't have much property, etc. And humans liked that. And then 10,000 years ago, farming
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became possible, but it was only possible because we were plastic enough to really change our culture.
link |
Farming styles and cultures are very different. They have slavery, they have war, they have
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property, they have inequality, they have kings, they stay in one place instead of wandering,
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they don't have as much diversity of experience or food, they have more disease. This farming life
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is just very different. But humans were able to sort of introduce conformity and religion and all
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sorts of things to become just a very different kind of creature as farmers. Farmers are just
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really different than foragers in terms of their values in their lives. But the pressures that made
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foragers into farmers were part mediated by poverty. Farmers were poor and if they deviated
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from the farming norms that people around them supported, they were quite at risk of starving
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to death. And then in the last few centuries, we've gotten rich. And as we've gotten rich,
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the social pressures that turned foragers into farmers have become less persuasive to us.
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So for example, a farming young woman who was told, if you have a child out of wedlock,
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you and your child may starve, that was a credible threat. She would see actual examples around her
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to make that believable threat. Today, if you say to a young woman, you shouldn't have a child out
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of wedlock, she will see other young women around her doing okay that way. We're all rich enough
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to be able to afford that sort of a thing. And therefore, she's more inclined often to go with
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her inclinations or sort of more natural inclinations about such things rather than to be
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pressured to follow the official farming norms of that you shouldn't do that sort of thing. And
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all through our lives, we have been drifting back toward forager attitudes because we've been getting
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rich. And so aside from at work, which is an exception, but elsewhere, I think this explains
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trends toward less slavery, more democracy, less religion, less fertility, more promiscuity,
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more travel, more art, more leisure, fewer work hours, all of these trends are basically explained
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by becoming more forager like. And much science fiction celebrates this. Star Trek or the culture
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novels, people like this image that we are moving toward this world where basically like foragers
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were peaceful, we share, we make decisions collectively, we have a lot of free time,
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we are into art. So forger is a word and it has, it's a loaded word because it's connected to
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the actual, what life was actually like at that time. As you mentioned, we sometimes don't do a
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good job of telling accurately what life was like back then. But you're saying if it's not exactly
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like foragers, it rhymes in some fundamental way. You also said peaceful. Is it obvious that a forager
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with a nuclear weapon would be peaceful? I don't know if that's 100% obvious. So we know, again,
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we know fair bit about what foragers lives were like. The main sort of violence they had would be
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sexual jealousy. They were relatively promiscuous. And so there'd be a lot of jealousy. But they did
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not have organized wars with each other. That is, they were at peace with their neighboring forager
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bands. They didn't have property in land or even in people. They didn't really have marriage.
link |
And so they were in fact peaceful. When you think about large scale wars, they don't start
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large scale wars. They didn't have coordinated large scale wars in the ways chimpanzees do.
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Our chimpanzees do have wars between one tribe of chimpanzees and others, but human foragers
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do not. Farmers return to that, of course, the more chimpanzee like styles. Well, that's a hopeful
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message. If we could return real quick to the Hello Aliens Twitter thread, one of them is really
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interesting about language. What percent of Hello Aliens would be able to talk to us in our language?
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This is the question of communication. It actually gets to the nature of language.
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It also gets to the nature of how advanced you expect them to be. So I think some people see
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that we have advanced over the last thousands of years, and we aren't reaching any sort of limit.
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And so they tend to assume it could go on forever. And I actually tend to think that within, say,
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10 million years, we will sort of max out on technology. We will sort of learn everything
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that's feasible to know for the most part. And then obstacles to understanding would more be
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about cultural differences, like ways in which different places had just chosen to do things
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differently. And so then the question is, is it even possible to communicate across some cultural
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differences? And I might think, I could imagine some maybe advanced aliens who've become so weird
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and different from each other, they can't communicate with each other. But we're probably
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pretty simple compared to them. So I would think, sure, if they wanted to, they could communicate
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with us. So it's the simplicity of the recipient. I tend to just to push back. Let's explore the
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possibility where that's not the case. Can we communicate with ants? I find that this idea
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that we're not very good at communicating in general. Oh, you're saying, all right, I see.
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You're saying once you get orders of magnitude better at communicating.
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Once they had maxed out on all, you know, communication technology in general, and they
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just understood in general how to communicate with lots of things, and had done that for millions
link |
of years. But you have to be able to, this is so interesting, as somebody who cares a lot about
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empathy and imagining how other people feel. It's communication requires empathy, meaning
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you have to truly understand how the other person, the other organism sees the world.
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It's like a four dimensional species talking to two dimensional species. It's not as trivial as,
link |
to me at least, as it might have foreseen. So let me reverse my position a little,
link |
because I'll say, well, the whole Hello Aliens question really combines two different scenarios
link |
that we're slipping over. So one scenario would be that the Hello Aliens would be like Grebi
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Aliens. They would be just fully advanced. They would have been expanding for millions of years.
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They would have a very advanced civilization. And then they would finally be arriving here,
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you know, after a billion years perhaps of expanding, in which case they're going to be
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crazy advanced at some and maximal level. But the Hello Aliens about aliens we might meet soon,
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which might be sort of UFO aliens, and UFO aliens probably are not Grebi aliens.
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How do you get here if you're not a Grebi alien? Well, they would have to be able to travel.
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Oh, but they would not be expansive. So if it's a road trip, it doesn't count as
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Grebi. So we're talking about expanding the colony, the comfortable colony.
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The question is, if UFOs, some of them are aliens, what kind of aliens would they be?
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This is sort of the key question you have to ask in order to try to interpret that scenario.
link |
The key fact we would know is that they are here right now, but the universe around us is not full
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of an alien civilization. So that says right off the bat that they chose not to allow
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massive expansion of a Grebi civilization. Is it possible that they chose it, but we just don't
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see them yet? These are the stragglers, the journeymen. So the timing coincidence is,
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it's almost surely if they are here now, they are much older than us. They are many millions of
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years older than us. And so they could have filled the galaxy in that last millions of years if they
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had wanted to. That is, they couldn't just be right at the edge. They're very unlikely. Most
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likely they would have been around waiting for us for a long time. They could have come here any
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time in the last millions of years, and they've been waiting around for this, or they just chose
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to come recently. But the timing coincidence would be crazy unlikely that they just happened to be
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able to get here, say in the last 100 years. They would no doubt have been able to get here
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far earlier than that. Again, we don't know. So this is a fringe like UFO sightings on Earth.
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We don't know if this kind of increase in sightings have anything to do with actual visitation.
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I'm just talking about the timing. They arose at some point in space time.
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And it's very unlikely that that was just at a point that they could just barely get here recently.
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Almost surely they could have been here much earlier. And throughout the stretch of several
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billion years that Earth existed, they could have been here often. Exactly. So they could have
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therefore filled the galaxy a long time ago if they had wanted to. Let's push back on that.
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The question to me is, isn't it possible that the expansion of a civilization is much harder than the
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travel? The sphere of the reachable is different than the sphere of the colonized. So isn't it
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possible that the sphere of places where the stragglers go, the different people that journey
link |
out, the explorers, is much, much larger and grows much faster than the civilization? So in which
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case they would visit us. There's a lot of visitors, the grad students of the civilization.
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They're exploring, they're collecting the data, but we're not yet going to see them.
link |
And by yet, I mean across millions of years. The time delay between when the first thing
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might arrive and then when colonists could arrive in mass and do a mass amount of work is cosmologically
link |
short. In human history, of course, sure, there might be a century between that,
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but a century is just a tiny amount of time on the scales we're talking about.
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So this is in computer science and colony optimization. It's true for ants. So it's like
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when the first ant shows up, it's likely, and if there's anything of value, it's likely the other
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ants will follow quickly. Yeah. Relatively short. It's also true that traveling over very long
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distances, probably one of the main ways to make that feasible is that you land somewhere,
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you colonize a bit, you create new resources that can then allow you to go farther.
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Many short hops as opposed to a giant long journey.
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Exactly. Those hops require that you are able to start a colonization of sorts
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along those hops, right? You have to be able to stop somewhere, make it into a waystation
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such that you can then support your moving farther.
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So what do you think of, there's been a lot of UFO sightings. What do you think about
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those UFO sightings? And what do you think if any of them are of extraterrestrial origin
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and we don't see giant civilizations out in the sky, how do you make sense of that then?
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I want to do some clearing of throats, which people like to do on this topic.
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Right? They want to make sure you understand they're saying this and not that.
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Right? So I would say the analysis needs both a prior and a likelihood.
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So the prior is what are the scenarios that are all plausible in terms of what we know about the
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universe? And then the likelihood is the particular actual sightings, like how hard are those to
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explain through various means? I will establish myself as somewhat of an expert on the prior. I
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would say my studies and the things I've studied make me an expert and I should stand up and have
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an opinion on that and be able to explain it. The likelihood, however, is not my area of expertise.
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That is, I'm not a pilot. I don't do atmospheric studies of things I haven't studied in detail,
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the various kinds of atmospheric phenomena or whatever that might be used to explain the
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particular sightings. I can just say from my amateur stance, the sightings look damn puzzling.
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They do not look easy to dismiss. The attempts I've seen to easily dismiss them seem to me to
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fail. It seems like these are pretty puzzling weird stuff that deserve an expert's attention.
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So in terms of considering asking what the likelihood is. So an analogy I would make
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is a murder trial. On average, if we say what's the chance any one person murdered another person
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as a prior probability, maybe one in a thousand people get murdered, maybe each person has a
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thousand people around them who could plausibly have done it. So the prior probability of a murder
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is one in a million. But we allow murder trials because often evidence is sufficient to overcome
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on one in a million prior because the evidence is often strong enough, right? My guess, rough guess
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for the UFOs as aliens scenario, some of them is the priors roughly one in a thousand,
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much higher than the usual murder trial, plenty high enough that strong physical evidence could
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put you over the top to think it's more likely than not. But I'm not an expert on that physical
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evidence. I'm going to leave that part to someone else. I'm going to say the priors pretty high.
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This isn't a crazy scenario. So then I can elaborate on where my prior comes from.
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What scenario could make most sense of this data? My scenario to make sense has
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two main parts. First is panspermia siblings. So panspermia is the
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hypothesized process by which life might have arrived on Earth from elsewhere.
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And a plausible time for that. I mean, it would have to happen very early in Earth history because
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we see life early in history. And a plausible time could have been during the stellar nursery
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where the sun was born with many other stars in the same close proximity with lots of rocks
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flying around able to move things from one place to another. Rock with life on it from some
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rock with planet with life came into that stellar nursery. It plausibly could have seeded many
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planets in that stellar nursery all at the same time. They're all born at the same time in the
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same place pretty close to each other. Lots of rocks flying around. So a panspermia scenario
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would then create siblings, i.e., there would be, say, a few thousand other planets out there.
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So after the nursery forms, it drifts, it separates. They drift apart. And so out there in the galaxy,
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there would now be a bunch of other stars all formed at the same time. And we can actually spot
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them in terms of their spectrum. And they would have then started on the same path of life as we
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did with that life being seeded. But they would move at different rates. And most likely, most of
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them would never reach an advanced level before the deadline. But maybe one other did. And maybe it
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did before us. So if they did, they could know all of this and they could go searching for their
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siblings. That is, they could look in the sky for the other stars with the spectrum that
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matches the spectrum that came from this nursery. They could identify their sibling stars in the
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galaxy, the thousand of them. And those would be of special interest to them because they would
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think, well, life might be on those. And they could go looking for them.
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We just such a brilliant mathematical, philosophical, physical, biological idea
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of panspermia siblings, because we all kind of started a similar time in this local pocket
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of the universe. And so that changes a lot of the math.
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So that would create this correlation between when advanced life might appear,
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no longer just random independent spaces in space time. There'd be this cluster, perhaps.
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And that allows interaction between elements of the cluster. Yes.
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Non grabby alien civilizations, kind of primitive alien civilizations like us
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with others. And they might be a little bit ahead. That's so fascinating.
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Well, they would probably be a lot ahead. So the puzzle is, if they happen before us,
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they probably happen hundreds of millions of years before us.
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But less than a billion.
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Less than a billion, but still plenty of time that they could have become grabby and filled
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the galaxy and gone beyond. So the fact is they chose not to become grabby. That would have to
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be the interpretation. If we have panspermia. So plenty of time to become grabby, you said.
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So yes, they should be. And they chose not to.
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Are we sure about this? So again, 100 million years is enough.
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100 million. So I told you before that I said within 10 million years, our descendants will
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become grabby or not. And they'll have that choice. Okay.
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And so they clearly more than 10 million years earlier than us. So they chose not to.
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But still go on vacation, look around. So just not grabby.
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If they chose not to expand, that's going to have to be a rule they set to not allow any
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part of themselves to do it. Like if they let any little ship fly away with the ability to
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create a colony, the game's over, then the universe becomes grabby from their origin
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with this one colony. So in order to prevent their civilization being grabby, they have to
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have a rule they enforce pretty strongly that no part of them can ever try to do that.
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Through a global authoritarian regime or through something that's internal to that,
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meaning it's part of the nature of life that it doesn't want as like a political officer in
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the brain or whatever. Yes, there's something in human nature that prevents you from want or
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like alien nature that as you get more advanced, you become lazier and lazier in terms of exploration
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and expansion. So I would say they would have to have enforced a rule against expanding. And that
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rule would probably make them reluctant to let people leave very far. Anyone vacation tripped
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far away could risk an expansion from this vacation trip. So they would probably have a
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pretty tight lid on just allowing any travel out from their origin in order to enforce this rule.
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But then we also know, well, they would have chosen to come here. So clearly,
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they made an exception from their general rule to say, okay, but an expedition to Earth,
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that should be allowed. It could be intentional exception or incompetent exception. But if
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incompetent, then they couldn't maintain this over 100 million years, this policy of not allowing
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any expansion. So we have to see, they have successfully, they're not just had a policy to
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try, they succeeded over 100 million years in preventing the expansion. That's substantial
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competence. Let me think about this. So you don't think there could be a barrier in 100 million
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years, you don't think there could be a barrier to like technological barrier to becoming expansionary.
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Imagine the Europeans that tried to prevent anybody from leaving Europe to go to the New
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World. And imagine what it would have taken to make that happen over 100 million years.
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Yeah, it's impossible. They would have to have very strict guards at the borders.
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I just don't know. They're saying, no, you can't go.
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But just to clarify, you're not suggesting that's actually possible.
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I am suggesting it's possible. I don't know how you keep my silly human brain.
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Maybe it's a brain that values freedom, but I don't know how you can keep no matter how much force,
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no matter how much censorship or control or so on. I just don't know how you can keep people from
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exploring into the mysterious into the end. You're thinking of people, we're talking aliens.
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So remember, there's a vast space of different possible social creatures they could have evolved
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from, different cultures they could be in, different kinds of threats. I mean, there are many things
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that you talked about that most of us would feel very reluctant to do. This isn't one of those.
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Okay, so how if the UFO sightings represent alien visitors, how the heck are they getting here under
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the Panspermia siblings? So Panspermia siblings is one part of the scenario, which is that's
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where they came from. And from that, we can conclude they had this rule against expansion,
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and they've successfully enforced that. That also creates a plausible agenda for why they would be
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here, that is to enforce that rule in us. That is, if we go out and expanding, then we have defeated
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the purpose of this rule they set up. So they would be here to convince us to not expand.
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Convince in quotes. Right, through various mechanisms. So obviously, one thing we conclude
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is they didn't just destroy us. That would have been completely possible. So the fact that they're
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here and we are not destroyed means that they chose not to destroy us. They have some degree of
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empathy or whatever their morals are that would make them reluctant to just destroy us. They would
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rather persuade us. They're destroying their brethren. And so there's a difference in arrival
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and observation. They may have been observing for a very long time. Exactly. And they arrive to try
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to not to try. I don't think to ensure that we don't become grabby, which is because we can see
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that they did not. They must have enforced a rule against that. And they are therefore
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here to do that's a plausible interpretation why they would risk this expedition when they
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clearly don't risk very many expeditions over this long period to allow this one exception.
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Because otherwise, if they don't, we may become grabby. And they could have just destroyed us,
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but they didn't. And they're closely monitoring the technological advancing of our civilization,
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like what nuclear weapons is one thing that, all right, cool. That might have less to do with
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nuclear weapons and more with nuclear energy. Maybe they're monitoring fusion closely.
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Like, how clever are these apes getting? So no doubt they have a button that if we get
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too uppity or risky, they can push the button and ensure that we don't expand. But they'd rather do
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it some other way. So now, that explains why they're here and why they aren't out there.
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There's another thing that we need to explain. There's another key data we need to explain
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about UFOs if we're going to have a hypothesis that explains them. And this is something many
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people have noticed, which is they had two extreme options they could have chosen and
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didn't chose. They could have either just remained completely invisible, clearly an advanced
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civilization could have been completely invisible. There's no reason they need to fly around and
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be noticed. They could just be in orbit in dark satellites that are completely invisible to us
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watching whatever they want to watch. That would be well within their abilities. That's one thing
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they could have done. The other thing they could do is just show up and land on the White House lawn,
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as they say, and shake hands and make themselves really obvious. They could have done either of
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those and they didn't do either of those. That's the next thing you need to explain about UFOs
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as aliens. Why would they take this intermediate approach of hanging out near the edge of visibility
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with somewhat impressive mechanisms, but not walking up and introducing themselves,
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nor just being completely invisible? Okay. A lot of questions there. So one,
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do you think it's obvious where the White House lawn is? Well, it's obvious where there are
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concentrations of humans that you could go up and introduce. But is humans the most interesting
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thing about Earth? Yeah. Are you sure about this? Because if they're worried about an expansion,
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then they would be worried about a civilization that could be capable of expansion. Obviously,
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humans are the civilization on Earth. That's by far the closest to being able to expand.
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I just don't know if aliens obviously see humans, like the individual humans,
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like the organ of the meat vehicles as the center of focus for observing a life on a planet.
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They're supposed to be really smart in advance. This shouldn't be that hard for that.
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But I think we're actually the dumb ones because we think humans are the important things,
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but it could be our ideas. It could be something about our technologies.
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But that's mediated with us. It's correlated with us.
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No, we make it seem like it's mediated by us humans. But the focus for alien civilizations might be
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the AI systems or the technologies themselves. That might be the organism.
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Okay. Human is the food, the source of the organism that's under observation.
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But what they wanted to have close contact with was something that was closely near humans,
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then they would be contacting those. And we would just incidentally see, but we would still see.
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But isn't it possible, taking their perspective, isn't it possible that they would want to interact
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with some fundamental aspect that they're interested in without interfering with it?
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And that's actually a very, no matter how advanced you are, it's very difficult to do.
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But that's puzzling. The prototypical UFO observation is a shiny, big object in the sky
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that has very rapid acceleration and no apparent surfaces for using air to manipulate at speed.
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The question is why that? Again, for example, if they just wanted to talk to our computer
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systems, they could move some sort of a little probe that connects to a wire and reads and
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sends bits there. They don't need a shiny thing flying in the sky.
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But I don't think they would be, they are, would be looking for the right way to communicate,
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the right language to communicate. Everything you just said, looking at the computer systems,
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I mean, that's not a trivial thing. Coming up with a signal that us humans would not freak out too
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much about, but also understand, might not be that trivial. How would you talk to things?
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Well, so not freak out a part is another interesting constraint. So again, I said,
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like the two obvious strategies are just to remain completely invisible and watch,
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which would be quite feasible or to just directly interact. That's come out and be really very
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direct, right? I mean, there's big things that you can see around. There's big cities,
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there's aircraft carriers, there's lots of, if you wanted to just find a big thing and come
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right up to it and like tap it on the shoulder or whatever, that would be quite feasible,
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then they're not doing that. So my hypothesis is that one of the other questions there was,
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do they have a status hierarchy? And I think most animals on earth, who are social animals,
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have status hierarchy. And they would reasonably presume that we have a status hierarchy.
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And take me to your leader. Well, I would say their strategy is to be impressive and sort of
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get us to see them at the top of our status hierarchy. Just to, that's how, for example,
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we domesticate dogs, right? We convince dogs we're the leader of their pack, right? And we
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domesticate many animals that way. But as we just swap in to the top of their status hierarchy,
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and we say, we're your top status animal, so you should do what we say, you should follow our lead.
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So the idea that would be, they are going to get us to do what they want by being top status.
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You know, all through history, kings and emperors, etc, have tried to impress their citizens and
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other people by having the bigger palace, the bigger parade, the bigger crown, and diamonds,
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right, whatever, maybe building a bigger pyramid, etc. Just, it's a very well established trend,
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to just be high status by being more impressive than the rest.
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To push back, when there's an order of several orders of magnitude of power differential,
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asymmetry of power, I feel like that status hierarchy no longer applies. It's like memetic
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theory. It's like, most emperors are several orders of magnitude more powerful than anyone,
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a member of their empire. Let's increase that by even more. So like, if I'm interacting with ants,
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I no longer feel like I need to establish my power with ants. I actually want to
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lessen, I want to lower myself to the ants. I want to become the lowest possible ant,
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so that they would welcome me. So I'm less concerned about them worshiping me. I'm more
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concerned about them welcoming me. Well, it is important that you be non threatening and that
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you be local. So I think, for example, if the aliens had done something really big in the sky,
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you know, 100 light years away, that would be there, not here. And that could seem threatening.
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So I think their strategy to be the high status would have to be to be visible, but to be here
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and non threatening. I just don't know if it's obvious how to do that. Like, take your own
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perspective, you see a planet with with relatively intelligent, like complex structures being formed,
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like, yeah, life forms, we could see this under in Titan, or something like that, the moon,
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you know, right, Europa, you start to see not just primitive bacterial life, but multicellular
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life. And it seems to form some very complicated cellular colonies, structures that they're
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dynamic, there's a lot of stuff going on, some some giant, gigantic cellular automata type of
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construct. How do you make yourself known to them in an impressive fashion without destroying it?
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Like, we know how to destroy potentially, right? So if you go touch stuff, you're likely to hurt
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it, right? There's a good risk of hurting something by touch, getting too close and touching it and
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interacting, right? Yeah, like landing on a White House lawn. Right. So the claim is that
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their current strategy of hanging out at the periphery of our vision and just being very
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clearly physically impressive with very clear physically impressive abilities is at least
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a plausible strategy they might use to impress us and convince us sort of we're at the top of their
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status hierarchy. And I would say if they if they came closer, not only would they risk hurting us
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in ways that they couldn't really understand, but more plausibly, they would reveal things about
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themselves we would hate. So if you look at how we treat other civilizations on earth and other
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people, we are generally, you know, interested in foreigners and people from other plant lands.
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And we were generally interested in their varying cult customs, etc. Until we find out that they
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do something that violates our moral norms. And then we hate them. And these are aliens for God's
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Sakes, right? They there's just going to be something about them that we hate. They eat babies,
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who knows what it is, but something they don't think is offensive, but that they think we might
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find. And so they would be they would be risking a lot by revealing a lot about themselves. We
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would find something we hated. Interesting. But do you resonate at all with mimetic theory where
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like, we only feel this way about things that are very close to us. So aliens are sufficiently
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different to where we'll be like, fascinated, terrified or fascinated, but not like.
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Right. But if they want to be at the top of our status hierarchy to get us to follow them,
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they can't be too distant. They have to be close enough that we would see them that way.
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Pretend to be close enough, right. And not reveal much that mystery that old Clint Eastwood cowboy
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say less. We're clever enough that we can figure out their agenda. That is just from the fact
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that we're here. If we see that they're here, we can figure out, oh, they want us not to expand.
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And look, they are this huge power and they're very impressive. So and a lot of us don't want to
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expand. So that could easily tip us over the edge toward we already wanted to not expand. We already
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wanted to be able to regulate and have a central community. And here are these very advanced smart
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aliens who have survived for a hundred million years. And they're telling us not to expand either.
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This is brilliant. I love this so much. The, the, so returning to Penn's spermia siblings,
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just to clarify one thing. In that framework, how would, who originated, who planted it?
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Would it be a grabby alien civilization that planted the siblings? Or no.
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The simple scenario is that life started on some other planet billions of years ago.
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Yes. And it went through part of the stages of evolution to advance life, but not all the way
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to advanced life. And then some rock hit it, grabbed a piece of it on the rock and that rock
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drifted for maybe in a million years until it happened upon the stellar nursery where it then
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seeded many stars. And something about that life, without being super advanced, it was nevertheless
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resilient to the harsh conditions of space. There's some graphs that I've been impressed by
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that show sort of the level of genetic information in various kinds of life on the history of Earth.
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And basically, we are now more complex than the earlier life, but the earlier life was
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still pretty damn complex. And so if you actually project this log graph in history,
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it looks like it was many billions of years ago when you get down to zero. So plausible,
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you could say there was just a lot of evolution that had to happen before you
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to get to the simplest life we've ever seen in history of life on Earth was still pretty damn
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complicated. And so that's always been this puzzle. How could life get to this enormously
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complicated level in the short period it seems to at the beginning of Earth history? So it's only
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300 million years at most when it appeared, and then it was really complicated at that point.
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So Panspermi allows you to explain that complexity by saying, well, it's been another
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five billion years on another planet going through lots of earlier stages where it was
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working its way up to the level of complexity you see at the beginning of Earth.
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Well, we'll try to talk about other ideas of the origin of life. But let me return to UFO
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sightings. Is there other explanations that are possible outside of Panspermi as siblings
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that can explain no grabby aliens in the sky and yet alien arrival on Earth?
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Well, the other categories of explanations that most people will use is, well, first of all,
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just mistakes like you're confusing something ordinary for something mysterious, right?
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Or some sort of secret organization like our government is secretly messing with us and trying
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to do a false flag ops or whatever. They're trying to convince the Russians or the Chinese
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that there might be aliens and scare them into not attacking or something, right?
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Because the history of World War II say the US government did all these big fake operations
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where they were faking a lot of big things in order to mess with people. So that's a possibility.
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The government's been lying and faking things and paying people to lie about what they saw,
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etc. That's a plausible set of explanations for the range of sightings seen. And another
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explanation people offer is some other hidden organization on Earth. There's some secret
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organizations somewhere that has much more advanced capabilities than anybody's given
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a credit for. For some reason, it's been keeping secret. I mean, they all sound somewhat implausible,
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but again, we're looking for maybe one in a thousand sort of priors. The question is,
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could they be in that level of plausibility? Can we just link on this? First of all, you've written,
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talked about, thought about so many different topics. You're an incredible mind. And I just
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thank you for sitting down today. I'm almost like at a loss of which place we explore. But let me,
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on this topic, ask about conspiracy theories. Because you've written about institutions and
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authorities. What, this is a bit of a therapy session, but what do we make of conspiracy theories?
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The phrase itself is pushing you in a direction. So clearly, in history, we've had many large
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coordinated keepings of secrets, say the Manhattan Project. And there was hundreds of thousands of
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people working on that over many years, but they kept it a secret. Clearly, many large military
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operations have kept things secrets over even decades with many thousands of people involved.
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So clearly, it's possible to keep some things secret over time periods. But the more people
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you involve and the more time you are assuming and the less centralized an organization or the
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less discipline they have, the harder it gets to believe. But we're just trying to calibrate,
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basically, in our minds, which kind of secrets can be kept by which groups over what time periods
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for what purposes, right? But let me, I don't have enough data. So I'm somebody, I hang out with
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people and I love people. I love all things really. And I just, I think that most people,
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even the assholes, have the capacity to be good and they're beautiful and I enjoy them.
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So the kind of data my brain, whatever the chemistry of my brain is that sees the beautiful
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things is maybe collecting a subset of data that doesn't allow me to intuit the competence that
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humans are able to achieve in constructing conspiracy theories. So for example, one thing
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that people often talk about is like intelligence agencies, this like broad thing they say,
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the CIA, the FSB, the different, the British intelligence, I've fortunate or unfortunate
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enough, never gotten a chance that I know of to talk to any member of those intelligence agencies,
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nor like take a peek behind the curtain or the first curtain, I don't know how many levels
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of curtains there are. And so I don't, I can't intuit my interactions with government. I was
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funded by DOD and DARPA and I've interacted, been to the Pentagon, like with all due respect
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to my friends, lovely friends in government and there are a lot of incredible people,
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but there is a very giant bureaucracy that sometimes suffocates the ingenuity of the human
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spirit is one way I can put it, meaning they are, I just, it's difficult for me to imagine
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extreme competence at a scale of hundreds or thousands of human beings. Now that doesn't
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mean that's my very anecdotal data of the situation. And so I try to build up my intuition
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about centralized system of government, how much conspiracy is possible, how much the
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intelligence agencies or some other source can generate sufficiently robust propaganda that
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controls the populace. If you look at World War II, as you mentioned, there have been extremely
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powerful propaganda machines on the side of Nazi Germany, on the side of the Soviet Union,
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on the side of the United States and all these different mechanisms. Sometimes they control
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the free press through social pressures. Sometimes they control the press through the threat of
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violence as you do in authoritarian regimes. Sometimes it's like deliberately the dictator
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like writing the news, the headlines and literally announcing it. And something about human psychology
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forces you to embrace the narrative and believe the narrative and at scale that becomes reality
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when the initial spark was just a propaganda thought in a single individual's mind. So I don't,
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I can't necessarily intuit of what's possible, but I'm skeptical of the power of human institutions
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to construct conspiracy theories that cause suffering at scale, especially in this modern age
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when information is becoming more and more accessible by the populace. Anyway, that's,
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I don't know if you can elucidate, cause suffering at scale. But of course, say during war time,
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the people who are managing the various conspiracies like D Day or Manhattan Project,
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they thought that their conspiracy was avoiding harm rather than causing harm. So if you can get
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a lot of people to think that supporting the conspiracy is helpful, then a lot more might do
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that. And there's just a lot of things that people just don't want to see. So if you can make your
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conspiracy the sort of thing that people wouldn't want to talk about anyway, even if they knew about
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it, you're, you know, most of the way there. So I have learned many over the years, many things
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that most ordinary people should be interested in, but somehow don't know even though the data's
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been very widespread. So, you know, I have this book, The Elephant in the Brain, and one of the
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chapters is there on medicine. And basically, most people seem ignorant of the very basic fact that
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when we do randomized trials where we give some people more medicine than others, the people
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who get more medicine are not healthier. Just overall in general, just like induce somebody
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to get more medicine because you just give them more budget to buy medicine, say, not a specific
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medicine, just the whole category. And you would think that would be something most people should
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know about medicine. You might even think that would be a conspiracy theory to think that would
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be hidden. But in fact, most people never learn that fact. So just to clarify, just a general
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high level statement, the more medicine you take, the less healthy you are.
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Randomized experiments don't find that fact. Do not find that more medicine makes you more
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healthy. They're just no connection. Oh, in randomized experiments, there's no relationship
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between more medicine. So it's not a negative relationship, but it's just no relationship.
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Right. And so the conspiracy theories would say that the businesses that sell you medicine don't
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want you to know that fact. And then you're saying that there's also part of this is that people just
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don't want to know. They just don't want to know. And so they don't learn this. So, you know,
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I've lived in the Washington area for several decades now reading the Washington Post regularly.
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Every week there was a special, you know, section on health and medicine. It never was mentioned
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in that section of the paper in all the 20 years I read that. So do you think there is some truth
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to this caricatured blue pill, red pill, where most people don't want to know the truth?
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Not most people. There are many things about which people don't want to know certain kinds of
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truths that is bad looking truths, truths that discouraging, truths that sort of take away
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the justification for things they feel passionate about. Do you think that's a bad aspect of human
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nature? That's something we should try to overcome? Well, as we discussed, my first priority is to
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just tell people about it, to do the analysis and the cold facts of what's actually happening,
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and then to try to be careful about how we can improve. So our book, The Elephant in the Rain,
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coauthored with Kevin Simler, is about how we hidden motives in everyday life. And our first
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priority there is just to explain to you what are the things that you are not looking at that you
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have reluctant to look at. And many people try to take that book as a self help book where they're
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trying to improve themselves and make sure they look at more things. And that often goes badly
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because it's harder to actually do that than you think. Yeah. And so we at least want you to know
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that this truth is available if you want to learn about it. It's the Nietzsche, if you gaze long
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to the abyss, the abyss gazes into you. Let's talk about this elephant in the brain. Amazing book,
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The Elephant in the Room is, quote, an important issue that people are reluctant to acknowledge
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or address a social taboo. The elephant in the brain is an important but unacknowledged feature
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of how our mind works and introspective taboo. You describe selfishness and self deception
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as the core or some of the core elephants, some of the elephants, elephant offspring in the brain,
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selfishness and self deception. All right. Can you explain, can you explain why these are
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the taboos in our brain that we don't want to acknowledge to ourselves?
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Your conscious mind, the one that's listening to me that I'm talking to at the moment,
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you like to think of yourself as the president or king of your mind, ruling over all that you see
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issuing commands that immediately obeyed, you are instead better understood as the press secretary
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of your brain. You don't make decisions, you justify them to an audience. That's what your
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conscious mind is for. You watch what you're doing and you try to come up with stories that
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explain what you're doing so that you can avoid accusations of violating norms. Humans, compared
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to most other animals, have norms and this allows us to manage larger groups with our
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morals and norms about what we should or shouldn't be doing. This is so important to us that we
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needed to be constantly watching what we were doing in order to make sure we had a good story
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to avoid norm violations. Many norms are about motives. If I hit you on purpose, that's a big
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violation of hit you accidentally, that's okay. I need to be able to explain why it was an accident
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and not on purpose. Where does that need come from for your own self preservation?
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Right. So humans have norms and we have the norm that if we see anybody violating a norm,
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we need to tell other people and then coordinate to make them stop and punish them for violating.
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So such benefits are strong enough and severe enough that we each want to avoid
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being successfully accused of violating norms. So for example, hitting someone on purpose is a big
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clear norm violation. If we do it consistently, we may be thrown out of the group and that would
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mean we would die. So we need to be able to convince people we are not going around hitting
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people on purpose. If somebody happens to be at the other end of our fist and their face
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connects, that was an accident and we need to be able to explain that.
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And similarly for many other norms humans have, we are serious about these norms and we don't want
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people to violate them, we find them violating, we're going to accuse them. But many norms have
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a motive component and so we are trying to explain ourselves and make sure we have a good motive
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story about everything we do, which is why we're constantly trying to explain what we're doing
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and that's what your conscious mind is doing. It is trying to make sure you've got a good motive
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story for everything you're doing and that's why you don't know why you really do things.
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What you know is what the good story is about why you've been doing things.
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And that's the self deception and you're saying that there is a machine, the actual dictator
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is selfish and then you're just the press secretary who's desperately doesn't want to get
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fired and is justifying all of all the decisions of the dictator and that's the self deception.
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Right. Now most people actually are willing to believe that this is true in the abstract. So
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our book has been classified as psychology and it was reviewed by psychologists and the basic
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way that psychology referees and reviewers responded to say this is well known.
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Most people accept that there's a fair bit of self deception. But they don't want to accept it
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about themselves directly. Well, they don't want to accept it about the particular topics that we
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talk about. So people accept the idea in the abstract that they might be self deceived or
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that they might not be honest about various things. But that hasn't penetrated into the
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literatures where people are explaining particular things like why we go to school,
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why we go to the doctor, why we vote, etc. So our book is mainly about 10 areas of life and
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explaining about in each area what our actual motives there are. And people who study those
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things have not admitted that hidden motives are explaining those particular areas.
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They haven't taken the leap from theoretical psychology to actual public policy.
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And economics and all that kind of stuff. Well, let me just linger on this
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and bring up my old friends, Zingman Freud and Carl Jung. So how vast is this
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landscape of the unconscious mind, the power and the scope of the dictator? Is it only dark there?
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Is it some light? Is there some love?
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The vast majority of what's happening in your head, you're unaware of. So in a literal sense,
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the unconscious, the aspects of your mind that you're not conscious of is the overwhelming
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majority. But that's just true in a literal engineering sense. Your mind is doing lots
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of low level things and you just can't be consciously aware of all that low level stuff.
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But there's plenty of room there for lots of things you're not aware of.
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But can we try to shine a light at the things we're unaware of specifically, now again, staying
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with the philosophical psychology side for a moment. Can you shine the light in the young in
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shadow? What's going on there? What is this machine like? What level of thoughts are happening there?
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Is it something that we can even interpret? If we somehow could visualize it, is it something
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that's human interpretable? Or is it just a chaos of monitoring different systems in the body,
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making sure you're happy, making sure you're fed all those kind of basic forces that form
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abstractions on top of each other and they're not introspective at all.
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We humans are social creatures. Plausibly, being social is the main reason we have these
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unusually large brains. Therefore, most of our brain is devoted to being social.
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And so the things we are very obsessed with and constantly paying attention to are,
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how do I look to others? What would others think of me if they knew these various things they might
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learn about me? So that's close to being fundamental to what it means to be human,
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is caring what others think. Right. To be trying to present a story that would be okay for what
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other things. But we're very constantly thinking, what do other people think? So let me ask you
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this question then about you, Robin Hansen, who many places, sometimes for fun, sometimes as a
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basic statement of principle, likes to disagree with what the majority of people think.
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So how do you explain, how are you self deceiving yourself in this task? And how are you being
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self, like, why is the dictator manipulating you inside your head to be so critical? Like,
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there's norms. Why do you want to stand out in this way? Why do you want to challenge the
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norms in this way? Almost by definition, I can't tell you what I'm deceiving myself about.
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But the more practical strategy that's quite feasible is to ask about what are typical things
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that most people deceive themselves about and then to own up to those particular things.
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Sure. What's a good one? So for example, I can very much acknowledge that I would like to be
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well thought of. Yes. That I would be seeking attention and glory and praise from my intellectual
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work and that that would be a major agenda driving my intellectual attempts. So if there
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were topics that other people would find less interesting, I might be less interested in those
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for that reason. For example, I might want to find topics where other people are interested,
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and I might want to go for the glory of finding a big insight rather than a small one.
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And maybe one that was especially surprising. That's also, of course, consistent with some
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more ideal concept of what an intellectual should be. But most intellectuals are relatively
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risk averse. They are in some local intellectual tradition and they are adding to that and they
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are staying conforming to the sort of usual assumptions and usual accepted beliefs and
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practices of a particular area so that they can be accepted in that area and treated as part of
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the community. But you might think for the purpose of the larger intellectual project of
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understanding the world better, people should be less eager to just add a little bit to some
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tradition and they should be looking for what's neglected between the major traditions and major
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questions. They should be looking for assumptions maybe we're making that are wrong. They should
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be looking at ways, things that are very surprising, like things that would be,
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you would have thought a priori unlikely that once you are convinced of it, you find that to be
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very important and a big update. So you could say that one motivation I might have is less
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motivated to be sort of comfortably accepted into some particular intellectual community and more
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willing to just go for these more fundamental long shots that should be very important if you
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could find them. Which would, if you can find them, would get you appreciated across a larger
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number of people across the longer time span of history. So like maybe the small local community
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will say you suck, you must conform, but the larger community will see the brilliance of you
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breaking out of the cage of the small conformity into a larger cage. There's always a bigger
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cage and then you'll be remembered by more. Yeah, also that explains your choice of colorful
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shirt that looks great in a black background, so you definitely stand out. Now of course,
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you could say, well, you could get all this attention by making false claims of dramatic
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improvement and then wouldn't that be much easier than actually working through all the details?
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Why not? To make true claims. Let me ask the press secretary, why not? So of course you
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spoke several times about how much you value truth and the pursuit of truth. That's a very
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nice narrative. Hitler and Stalin also talked about the value of truth. Do you worry when you
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introspect, as broadly as all humans might, that it becomes a drug? Being a martyr, being the person
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who points out that the emperor wears no clothes, even when the emperor is obviously dressed,
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just to be the person who points out that the emperor is wearing no clothes. Do you think about
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that? So I think the standards you hold yourself to are dependent on the audience you have in mind.
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So if you think of your audience as relatively easily fooled or relatively gullible, then you
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won't bother to generate more complicated, deep arguments and structures and evidence to persuade
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somebody who has higher standards because why bother? You can get away with something much
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easier. And of course, if you are a salesperson or you make money on sales, then you don't need
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to convince the top few percent of the most sharp customers. You can just go for the bottom 60% of
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the most gullible customers and make plenty of sales. So I think one of the main ways
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intellectuals varies in who is their audience in their mind? Who are they trying to impress? Is it
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the people down the hall? Is it the people who are reading their Twitter feed? Is it their parents?
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Is it their high school teacher? Or is it Einstein and Freud and Socrates? So I think those of us
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who are especially arrogant, especially think that we're really big shot or have a chance at being
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a really big shot. We're naturally going to pick the big shot audience that we can. We're going
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to be trying to impress Socrates and Einstein. Is that why you're hanging out with Tyler Cohen a
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lot and trying to convince him yourself? From the point of view of just making money or having
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sex or other sorts of things, this is misdirected energy. Trying to impress the very most highest
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quality minds, that's such a small sample and they can't do that much for you anyway.
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Yeah. So I might well have had more ordinary success in life, be more popular, invited to
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more parties, make more money if I had targeted a lower tier set of intellectuals with the standards
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they have. But for some reason, I decided early on that Einstein was my audience or people like him
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and I was going to impress them. Yeah. I mean, you pick your set of motivations,
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you know, convincing, impressing Tyler Cohen is not going to help you get laid. Trust me,
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I tried. All right. What are some notable sort of effects of the elephant in the brain in everyday
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life? So you mentioned, when we tried to apply that to economics, to public policy,
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so when we think about medicine, education, all those kinds of things, what are some things that
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well, the key thing is medicine is much less useful health wise than you think. So, you know,
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if you were focused on your health, you would care a lot less about it. And if you were focused
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on other people's health, you would also care a lot less about it. But if medicine is, as we suggest,
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more about showing that you care and let other people showing that they care about you,
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then a lot of priority on medicine can make sense. So that was our very earliest discussion
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in the podcast. You were talking about what should you give people a lot of medicine when
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it's not very effective. And then the answer then is, well, if that's the way that you show
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that you care about them and you really want them to know you care, then maybe that's what
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you need to do if you can't find a cheaper, more effective substitute. So if we actually just pause
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on that for a little bit, how do we start to untangle the full set of self deception happening
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in the space of medicine? So we have a method that we use in our book that is what I recommend
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for people to use in all these sorts of topics. The straightforward method is first, don't look
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at yourself. Look at other people. Look at broad patterns of behavior in other people. And then
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ask, what are the various theories we could have to explain these patterns of behavior? And then
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just do the simple matching, which theory better matches the behavior they have. And the last step
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is to assume that's true of YouTube. Don't assume you're an exception. If you happen to be an
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exception, that won't go so well. But nevertheless, on average, you aren't very well positioned to
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judge if you're an exception. So look at what other people do. Explain what other people do and
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assume that's you too. But also, in the case of medicine, there's several parties to consider.
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So there's the individual person that's receiving the medicine. There's the doctors that are prescribing
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the medicine. There's drug companies that are selling drugs. There are governments that have
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regulations that are lobbyists. So you can build up a network of categories of humans in this.
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And they each play their role. So how do you introspect the sort of analyze the system at a
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system scale versus at the individual scale? So it turns out that in general, it's usually much
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easier to explain producer behavior than consumer behavior. That is, the drug companies or the
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doctors have relatively clear incentives to give the customers whatever they want. And
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certainly say governments in democratic countries have the incentive to give the voters what they
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want. So that focuses your attention on the patient and the voter in this equation and saying,
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what do they want? They would be driving the rest of the system. Whatever they want,
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the other parties are willing to give them in order to get paid. So now we're looking for
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puzzles in patient and voter behavior. What are they choosing and why do they choose that?
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And how much exactly? And then we can explain that potentially again, returning to the producer
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by the producer being incentivized to manipulate the decision making processes of the voter and
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the consumer. Well, now in almost every industry, producers are in general happy to lie and exaggerate
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in order to get more customers. This is true of auto repair as much as human body repair and
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medicine. So the differences between these industries can't be explained by the willingness of the
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producers to give customers what they want or to do various things that we have to again
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go to the customers. Why are customers treating body repair different than auto repair?
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Yeah, and that potentially requires a lot of thinking, a lot of data collection and potentially
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looking at historical data too, because things don't just happen overnight. Over time there's
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trends. In principle it does, but actually it's a lot actually easier than you might think. I think
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the biggest limitation is just the willingness to consider alternative hypotheses. So many of the
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patterns that you need to rely on are actually pretty obvious, simple patterns. You just have to
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notice them and ask yourself, how can I explain those? Often you don't need to look at the most
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subtle, most difficult statistical evidence that might be out there. The simplest patterns are
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often enough. All right, so there's a fundamental statement about self deception in the book.
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There's the application of that, like we just did in medicine. Can you steelman the argument that
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many of the foundational ideas in the book are wrong?
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Meaning there's two that you just made, which is it can be a lot simpler than it looks.
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Can you steelman the case that it's case by case? It's always super complicated. Like it's a complex
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system that's very difficult to have a simple model about. It's very difficult to disrespect.
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And the other one is that the human brain isn't not just about self deception. That there's a lot of
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there's a lot of motivation to play and we are able to really introspect our own mind. And like
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what's on the surface of the conscious is actually quite a good representation of what's going on
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in the brain and you're not deceiving yourself. You're able to actually arrive to deeply think
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about where your mind stands and what you think about the world. And it's less about impressing
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people and more about being a free thinking individual.
link |
So when a child tries to explain why they don't have their homework assignment,
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they are sometimes inclined to say, the dog ate my homework. They almost never say the dragon ate
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my homework. The reason is the dragon is a completely implausible explanation. Almost always
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when we make excuses for things, we choose things that are at least in some degree plausible. It
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could perhaps have happened. That's an obstacle for any explanation of a hidden motive or a
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hidden motive or a hidden feature of human behavior. If people are pretending one thing while really
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doing another, they're usually going to pick as a pretense something that's somewhat plausible.
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That's going to be an obstacle to proving that hypothesis. If you are focused on sort of the
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local data that a person would typically have if they were challenged. So if you're just looking
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at one kid in his lack of homework, maybe you can't tell whether his dog ate his homework or not.
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If you happen to know he doesn't have a dog, you might have more confidence, right? You will need
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to have a wider range of evidence than a typical person would when they're encountering that
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actual excuse in order to see past the excuse. That will just be a general feature of it. So
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in order, if what if I say, there's this usual story about where we go to the doctor and then
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there's this other explanation, it'll be true that you'll have to look at wider data in order
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to see that because people don't usually offer excuses unless in the local context of their
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excuse, they can get away with it. That is, it's hard to tell, right? So in the case of medicine,
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I have to point you to sort of larger sets of data. But in many areas of academia, including
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health economics, the researchers there also want to support the usual points of view.
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And so they will have selection effects in their publications and their analysis whereby they,
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if they're getting a result too much contrary to the usual point of view everybody wants to have,
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they will file, draw that paper or redo the analysis until they get an answer that's more
link |
to people's liking. So that means in the health economics literature, there are plenty of people
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who will claim that in fact, we have evidence that medicine is effective. And when I respond,
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I will have to point you to our most reliable evidence and ask you to consider the possibility
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that the literature is biased in that when the evidence isn't as reliable, when they have more
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degrees of freedom in order to get the answer they want, they do tend to get the answer they want.
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But when we get to the kind of evidence that's much harder to mess with, that's where we will see
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the truth be more revealed. So with respect to medicine, we have millions of papers published
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in medicine over the years, most of which give the impression that medicine is useful.
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There's a small literature on randomized experiments of the aggregate effects of medicine
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where there's maybe a few half dozen or so papers where it would be the hardest to hide it
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because it's such a straightforward experiment done in a straightforward way that it's hard
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to manipulate. And that's where I will point you to to show you that there's relatively little
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correlation between health and medicine. But even then, people could try to save the phenomenon and
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say, well, it's not hidden motives, it's just ignorance. They could say, for example,
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medicine's complicated, most people don't know the literature. Therefore, they can be excused
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for ignorance. They are just ignorantly assuming that medicine is effective. It's not that they
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have some other motive that they're trying to achieve. And then I will have to do, as with a
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conspiracy theory analysis, and I'm saying, well, how long has this misperception been going on?
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How consistently has it happened around the world and across time? And I would have to say, look,
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if we're talking about, say, a recent new product like Segway scooters or something,
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I could say not so many people have seen them or used them. Maybe they could be confused about
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their value. If we're talking about a product that's been around for thousands of years,
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used in roughly the same way all across the world, and we see the same pattern over and over again,
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this sort of ignorance mistake just doesn't work so well.
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It also is a question of how much of the self deception is prevalent versus foundational,
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because there's a kind of implied thing where it's foundational to human nature versus just
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a common pitfall. This is a question I have. So maybe human progress is made by people
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who don't fall into the self deception. It's a baser aspect of human nature,
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but then you escape it easily if you're motivated.
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The motivational hypotheses about the self deceptions are in terms of how it makes you
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look to the people around you. Again, the press secretary. So the story would be,
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most people want to look good to the people around them. Therefore, most people present
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themselves in ways that help them look good to the people around them. That's sufficient
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to say there would be a lot of it. It doesn't need to be 100%. There's enough variety in people
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and in circumstances that sometimes taking a contrarian strategy can be in the interest of
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some minority of the people. So I might, for example, say that that's a strategy I've taken.
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I've decided that being contrarian on these things could be winning for me in that there's a room
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for a small number of people like me who have these sort of messages who can then get more
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attention even if there's not room for most people to do that. And that can be explaining
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sort of the variety. Similarly, you might say, look, just look at most obvious things. Most
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people would like to look good in the sense of physically, just you look good right now,
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you're wearing a nice suit, you have a haircut, you shaved, right? So and we...
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Got my own hair, by the way.
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Okay. Well then, all the more impressive.
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That's a counter argument for your client though most people want to look good.
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Clearly, if we look at most people and their physical appearance, clearly most people are
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trying to look somewhat nice, right? They shower, they shave, they comb their hair,
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but we certainly see some people around who are not trying to look so nice, right? Is that a
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big challenge, the hypothesis that people want to look nice? Not that much, right? We can see
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in those particular people's context more particular reasons why they've chosen to
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be an exception to the more general rule.
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So the general rule does reveal something foundational generally.
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That's the way things work. Let me ask you, you wrote a blog post about the accuracy of
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authorities since we were talking about this, especially in medicine. Just looking around us,
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especially during this time of the pandemic, there's been a growing distrust of authorities,
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of institutions, even an institution of science itself. What are the pros and cons of authorities,
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would you say? So what's nice about authorities? What's nice about institutions and what are
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One standard function of authority is as something you can defer to respectively without
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needing to seem too submissive or ignorant or gullible. That is, when you're asking what should
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I act on or what belief should I act on, you might be worried if I chose something too contrarian,
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too weird, too speculative, that would make me look bad. So I would just choose something
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very conservative. So maybe an authority lets you choose something a little less conservative
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because the authority is your authorization. The authority will let you do it and somebody
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says, why did you do that thing? And they say, the authority authorized. The authority tells me,
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I should do this. Why aren't you doing it? Right.
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So the authority is often pushing for the conservative.
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Well, the authority can do more. So for example, we just think about, I don't know, in a pandemic
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even, you could just think, I'll just stay home and close all the doors or I'll just ignore it.
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You could just think of some very simple strategy that might be defensible if there were no
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authorities. But authorities might be able to know more than that. They might be able to look
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at some evidence, draw a more context dependent conclusion, declare it as the authority's opinion,
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and then other people might follow that. And that could be better than doing nothing.
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So what you mentioned, WHO, the world's most beloved organization. So this is me speaking
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in general, WHO and CDC has been kind of, depending on degrees and details, just not
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behaving as I would have imagined in the best possible evolution of human civilization,
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authorities should act. They seem to have failed in some fundamental way in terms of
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leadership in a difficult time for our society. Can you say what are the pros and cons of this
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particular authority? So again, if there were no authorities whatsoever, no accepted authorities,
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then people would sort of have to sort of randomly pick different local authorities
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who would conflict with each other and then they'd be fighting each other about that or just
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not believe anybody and just do some initial default action that you would always do without
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responding to context. So the potential gain of an authority is that they could know more than just
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basic ignorance. And if people followed them, they could both be more informed than ignorance
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and all doing the same thing. So they're each protected from being accused or complained about.
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That's the idea of an authority. That would be the good.
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What's the con? Okay.
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So the con is that if you think of yourself as the authority and asking what's my best
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strategy as an authority, it's unfortunately not to be maximally informative. So you might
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think the ideal authority would not just tell you more than ignorance, it would tell you as much as
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possible. Okay, it would give you as much detail as you could possibly listen to and manage to
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assimilate. And it would update that as frequently as possible or as frequently as you were able to
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listen and assimilate. And that would be the maximally informative authority. The problem is
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there's a conflict between being an authority or being seen as an authority and being maximally
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informative. That was the point of my blog post that you're pointing out to here. That is, if you
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look at it from their point of view, they won't long remain the perceived authority if they are too
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unconscious about how they use that authority. And one of the ways to be
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unconscious would be to be too informative. Okay, that's still in the pro call for me.
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Because you're talking about the tensions that are very data driven and very honest. And I would
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hope that authorities struggle with that how much information to provide to people to maximize
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to maximize outcomes. Now I'm generally somebody that believes more information is better because
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I trust in the intelligence of people. But I'd like to mention a bigger con authorities,
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which is the human question. This comes back to global government and so on, is that, you know,
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there's humans that sit in chairs during meetings in those authorities, they have different titles,
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it's for humans form hierarchies. And sometimes those titles get to your head a little bit.
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And you start to want to think how do I preserve my control over this authority, as opposed to
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thinking through like, what is the mission of the authority? What is the mission of WHO and
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other such organization? And how do I maximize the implementation of that mission? You start to think,
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well, I kind of like sitting in this big chair at the head of the table. I'd like to sit there
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for another few years. Or better yet, I want to be remembered as the person who in a time of crisis
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was at the head of this authority and did a lot of good things. So you stop trying to do good
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under what good means given the mission of the authority. And you start to try to carve a narrative
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to manipulate the narrative first in the meeting room, everybody around you, just a small little
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story you tell yourself, then you interns the managers throughout the whole hierarchy of the
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company. Okay, once you everybody in the company, or in the organization believes this narrative,
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now you start to control this, the release of information, not because you're trying to maximize
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outcomes, but because you're trying to maximize the effectiveness of the narrative that you are truly
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a great representative of this authority in human history. And I just feel like those human forces,
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whenever you have an authority, it starts getting to people's heads. One of the most,
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one of the most, this me as a scientist, one of the most disappointing things to see during the
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pandemic is the use of authority from colleagues of mine to roll their eyes to dismiss other human
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beings just because they got a PhD, just because they're an assistant associate full faculty,
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just because they are deputy head of X organization, NIH, whatever the heck the organization is,
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just because they got an award of some kind. And at a conference, they won a best paper award
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seven years ago, and then somebody shook their hand and gave them a medal, maybe it was a president.
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And there and it's been 20, 30 years that people have been patting them on the back saying how
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special they are, especially when they are controlling money and getting sucked up to
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from other scientists who really want the money in a self deception kind of way. They don't actually
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really care about your performance. And all of that gets to your head. And no longer are you the
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authority that's trying to do good and lessen the suffering in the world, you become an authority
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that just wants to maximize self preserve yourself in a sitting on a throne of power.
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So this is core to sort of what it is to be an economist. I'm a professor of economics.
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There you go with the authority again. No. So it's about saying we often have a situation
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where we see a world of behavior, and then we see ways in which particular behaviors are not
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sort of maximally socially useful. And we have a variety of reactions to that. So one kind of
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reaction is to sort of morally blame each individual for not doing the maximally socially
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useful thing under perhaps the idea that people could be identified and shamed for that and
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maybe induced into doing the better thing if only enough people were calling them out on it.
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But another way to think about it is to think that people sit in institutions
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with certain stable institutional structures and that institutions create particular incentives
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for individuals and that individuals are typically doing whatever is in their local interest in the
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context of that institution. And then perhaps to less blame individuals for winning their local
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institutional game and more blaming the world for having the wrong institutions. So economists are
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often like wondering what other institutions we could have instead of the ones we have and which
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of them might promote better behavior. And this is a common thing we do all across human behavior
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is to think of what are the institutions we're in and what are the alternative variations we
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could imagine and then to say which institutions would be most productive. I would agree with you
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that our information institutions, that is the institutions by which we collect information
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and aggregate it and share it with people, are especially broken in the sense of far from the
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ideal of what would be the most cost effective way to collect and share information. But then
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the challenge is to try to produce better institutions. And as an academic, I'm aware
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that academia is particularly broken in the sense that we give people incentives to do research
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that's not very interesting or important because basically they're being impressive and we actually
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care more about whether academics are impressive than whether they're interesting or useful.
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And I can go happy to go into detail with lots of different known institutions and their known
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institutional failings, ways in which those institutions produce incentives that are mistaken.
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And that was the point of the post we started with talking about the authorities. If I need to
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be seen as an authority, that's at odds with my being informative and I might choose to be the
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authority instead of being informative because that's my institutional incentives.
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And if I may, I'd like to, given that beautiful picture of incentives and individuals that you
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just painted, let me just apologize for a couple of things. One, I often put too much blame on
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leaders of institutions versus the incentives that govern those institutions. And as a result of that,
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I've been, I believe, too critical of Anthony Fauci, too emotional about my criticism of Anthony
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Fauci. And I'd like to apologize for that because I think there's a deep, there's deeper truth to
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think about. There's deeper incentives to think about. That said, I do sort of, I'm a romantic
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creature by nature. I romanticize Winston Churchill and I, when I think about Nazi Germany, I think
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about Hitler more than I do about the individual people of Nazi Germany. You think about leaders,
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you think about individuals, not necessarily the parameters, the incentives that govern
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the system that, because it's harder. It's harder to think through deeply about the models
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from which those individuals arise, but that's the right thing to do. But also, I don't apologize
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for being emotional sometimes. I'm happy to blame the individual leaders in the sense that I might
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say, well, you should be trying to reform these institutions if you're just there to get promoted
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and look good at being at the top. But maybe I can blame you for your motives and your priorities
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in there. But I can understand why the people at the top would be the people who are selected for
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having the priority of primarily trying to get to the top. I get that.
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Can I maybe ask you about particularly universities? They've received, like science has received an
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increase in distrust overall as an institution, which breaks my heart because I think science is
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beautiful as a, not maybe not as an institution, but as one of the things, one of the journeys that
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humans have taken on. The other one is university. I think university is actually a place for me at
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least in the way I see it is a place of freedom of exploring ideas, scientific ideas, engineering
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ideas, more than a corporate, more than a company, more than a lot of domains in life.
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It's not just in its ideal, but it's in its implementation, a place where you can be a kid
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for your whole life and play with ideas. And I think with all the criticism that universities
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still not currently receive, I think they, I don't think that criticism is representative
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of universities. They focus on very anecdotal evidence of particular departments, particular
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people, but I still feel like there's a lot of place for freedom of thought, at least, you know,
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MIT, at least in the fields I care about, you know, in particular kind of science,
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particular kind of technical fields, you know, mathematics, computer science, physics,
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engineering, so robotics, artificial intelligence. This is a place where you get to be a kid. Yet
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there is bureaucracy that's, that's rising up. There's like more rules, there's more meetings,
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and there's more administration, having like PowerPoint presentations, which to me, you should
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like be more of a renegade explorer of ideas and meetings destroy, they suffocate that radical
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thought that happens when you're an undergraduate student and you can do all kinds of wild things
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when you're a graduate student. Anyway, all that to say, you've thought about this aspect too. Is
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there something positive, insightful you could say about how we can make for better universities
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in the decades to come, this particular institution? How can we improve them?
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I hear that centuries ago, many scientists and intellectuals were aristocrats. They had time
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and could, if they chose, choose to be intellectuals. That's a feature of the
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combination that they had some source of resources that allowed them leisure and that the kind of
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competition they were faced in among aristocrats allowed that sort of a self indulgence or
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self pursuit at least at some point in their lives. The analogous observation is that
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university professors often have sort of the freedom and space to do a wide range of things,
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and I am certainly enjoying that as a tenured professor.
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You're a really, sorry to interrupt, a really good representative of that. Just the exploration
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you're doing, the depth of thought that most people are afraid to do, the kind of broad
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thinking that you're doing, which is great. The fact that that can happen is a combination of
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these two things analogously. One is that we have fierce competition to become a tenured
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professor, but then once you become tenured, we give you the freedom to do what you like,
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and that's a happenstance. It didn't have to be that way, and in many other walks of life,
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even though people have a lot of resources, etc., they don't have that kind of freedom set up.
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So I think we're kind of, I'm kind of lucky that tenure exists and that I'm enjoying it,
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but I can't be too enthusiastic about this unless I can approve of sort of the source
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of the resources that's paying for all this. So for the aristocrat, if you thought they
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they stole it in war or something, you wouldn't be so pleased. Whereas if you thought they had
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earned it or their ancestors had earned this money that they were spending as an aristocrat,
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then you could be more okay with that. So for universities, I have to ask, where are the main
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sources of resources that are going to the universities and are they getting their money
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source? Are they getting a good value for that payment? So first of all, they're students,
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and the question is, are students getting good value for their education? And
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each person is getting value in the sense that they are identified and shown to be a more capable
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person, which is then worth more salary as an employee later. But there is a case for saying
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there's a big waste to the system because we aren't actually changing the students who are
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educating them. We're more sorting them or labeling them. And that's a very expensive
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process to produce that outcome. And part of the expense is the freedom from tenure I get.
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So I feel like I can't be too proud of that because it's basically attacks on all these
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young students to pay this enormous amount of money in order to be labeled as better,
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whereas I feel like we should be able to find cheaper ways of doing that.
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The other main customer is researcher patrons like the government or other foundations. And
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then the question is, are they getting their money worth out of the money they're paying
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for research to happen? And my analysis is they don't actually care about the research progress.
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They are mainly buying an affiliation with credentialed impressiveness on the part of the
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researchers. They mainly pay money to researchers who are impressive and have
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impressive affiliations, and they don't really much care what research project happens as a result.
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Is that a cynical? So there's a deep truth to that cynical perspective. Is there a less cynical
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perspective that they do care about the long term investment into the progress of science and
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humanity? Well, they might personally care, but they're stuck in an equilibrium wherein they
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basically most foundations like governments or research or like the Ford Foundation,
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they are the individuals there are rated based on the prestige they bring to that organization.
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And even if they might personally want to produce more intellectual progress,
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they are in a competitive game where they don't have tenure and they need to produce this prestige.
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And so once they give grant money to prestigious people, that is the thing that shows that they
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have achieved prestige for the organization. And that's what they need to do in order to retain
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their position. And you do hope that there's a correlation between prestige and actual
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competence? Of course there is a correlation. The question is just, could we do this better
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some other way? Yes. I think it's almost, I think it's pretty clear we could. What is harder to do
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is move the world to a new equilibrium where we do that instead. What are the components
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of the better ways to do it? Is it money? So how the sources of money and how the money is allocated
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to give the individual researchers freedom? Years ago, I started studying this topic exactly
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because this was my issue. And this was many decades ago now. And I spent a long time. And
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my best guess still is prediction markets, betting markets. So if you as a research
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paper, patron want to know the answer to a particular question, like what's the mass of
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the electron neutrino, then what you can do is just subsidize a betting market in that question.
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And that will induce more research into answering that question because the people who then
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answer that question can then make money in that betting market with the new information they gain.
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So that's a robust way to induce more information on a topic. If you want to induce an accomplishment,
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you can create prizes. And there's, of course, a long history of prizes to induce accomplishments.
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And we moved away from prizes, even though we once used them a far more often than we did today.
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And there's a history to that. And for the customers who want to be affiliated with impressive
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academics, which is what most of the customers want, students, journalists and patrons, I think
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there's a better way of doing that, which I just wrote about in my second most recent
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blog post. Can you explain? Sure. What we do today is we take sort of acceptance by other
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academics recently as our best indication of their deserved prestige, that is recent publications,
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recent job affiliation, institutional affiliations, recent invitations to speak, recent grants.
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We are today taking other impressive academics recent choices to affiliate with them as our best
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estimate of their prestige. I would say we could do better by creating betting markets in what the
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distant future will judge to have been their deserved prestige looking back on them. I think
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most intellectuals, for example, think that if we looked back two centuries, say two intellectuals
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from two centuries ago, and tried to look in detail at their research and how it influenced
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future research and which path it was on, we could much but more accurately judge their actual
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deserved prestige, that is who was actually on the right track, who actually helped,
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which will be different than what people at the time judged using the immediate indications of
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the time at which position they had or which publications they had or things like that.
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So in this way, if you think from the perspective of multiple centuries,
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you would higher prioritize true novelty, you would disregard the temporal proximity,
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like how recent the thing is, and you would think like, what is the brave, the bold, the big novel
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idea that this, and you would actually be able to rate that because you could see the path with
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which ideas took, which things had dead ends, which led to what other followings. You could,
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looking back centuries later, have a much better estimate of who actually had what long term
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effects on intellectual progress. So my proposal is, we actually pay people in several centuries
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to do this historical analysis. And we have betting, we have prediction markets today,
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where we buy and sell assets, which will later off pay off in terms of those final evaluations.
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So now we'll be inducing people today to make their best estimate of those things by actually
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looking at the details of people and setting the prices according. And so my proposal would be,
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we rate people today on those prices today. So instead of looking at their list of publications
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or affiliations, you look at the actual price of assets that represent people's best guess
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of what the future will say about them.
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That's brilliant. So this concept of idea futures, can you elaborate what this would entail?
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Well, I've been elaborating two versions of it here. So one is, if there's a particular
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question, say the mass of the electron neutrino, and what you as a patron want to do is get an
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answer to that question, then what you would do is subsidize the betting market in that question
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under the assumption that eventually we'll just know the answer and we can pay off the bets that
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way. And that is a plausible assumption for many kinds of concrete intellectual questions like
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what's the mass of the electron neutrino. In this hypothetical world, constructing that may be a
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real world, do you mean literally financial? Yes, literal. Very literal. Very cash. Very direct
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and literal. Yes. So the idea would be research labs would be for profit. They would have as
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their expense paying researchers to study things. And then their profit would come from using the
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insights the researchers gains to trade in these financial markets. Just like hedge funds today
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make money by paying researchers to study firms and then making their profits by trading on those
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that insight in the ordinary financial market. And the market would, if it's efficient, would be
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able to become better and better at predicting the powerful ideas that the individual is able
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to generate. The variance around the mass of the electron neutrino would decrease with time as we
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learn that value of that parameter better and any other parameters that we want to estimate.
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You don't think those markets would also respond to recency of prestige and all those kinds of
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things? Well, they would respond. But the question is if they might respond incorrectly,
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but if you think they're doing it incorrectly, you have a profit opportunity where you can go
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fix it. So we'd be inviting everybody to ask whether they can find any biases or errors in the
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current ways in which people are estimating these things from whatever clues they have.
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Right. There's a big incentive for the correction mechanism in academia currently.
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It's the safe choice to go with the prestige and there's no.
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Even if you privately think that the prestige is overrated.
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Even if you think strongly that it's overrated. Still, you don't have an incentive to defy that
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publicly. You're going to lose a lot unless you're a contrarian that writes brilliant blogs.
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And then you could talk about or have. Right. Initially, this was my initial
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concept of having these betting markets on these key parameters. What I then realized over time was
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that that's more what people pretend to care about. What they really mostly care about is just who's
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how good. And that's what most of the system is built on is trying to rate people and rank them.
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And so I designed this other alternative based on historical evaluations centuries later just
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about who's how good because that's what I think most of the customers really care about. Customers.
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I like the word customers here. Humans. Right. Well, every major area of life,
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which has specialists who get paid to do that thing, must have some customers from elsewhere who
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are paying for it. Well, who are the customers for the mass of the neutrino? Yes. I understand
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the sense people who are willing to pay right for thing. That's an important thing to understand
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about anything who are the customers. So what I think and what's the product like medicine,
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education, academia, military, etc. That's part of the hidden motives analysis. Often people
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have a thing they say about what the product is and who the customer is. And maybe you need to
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dig a little deeper to find out what's really going on or a lot deeper. You've written that you
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seek out quote view quakes. You're able as a as an intelligent black box word generating machine,
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you're able to generate a lot of sexy words. I like it. I love it. View quakes,
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which are insights which dramatically changed my worldview, your worldview. You write,
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I loved science fiction as a child studied physics and artificial intelligence for a long time each
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and now study economics and political science, all fields full of such insights.
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So let me ask, what are some view quakes or a beautiful surprising idea to you from each of
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those fields? Physics, AI, economics, political science. I know it's a tough question. Something
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that springs to mind about physics, for example, that just is beautiful. I mean, right from the
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beginning, say, special relativity was a big surprise. You know, most of us have a simple
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concept of time and it seems perfectly adequate for everything we've ever seen.
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And to have it explained to you that you need to sort of have a mixture concept of time and space
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where you put it into the space time construct, how it looks different from different perspectives,
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that was quite a shock. And that was such a shock that it makes you think, what else do I know that
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isn't the way it seems? Certainly, quantum mechanics is certainly another enormous shock in
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terms of from your point, you have this idea that there's a space and then there's
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particles at points and maybe fields in between. And quantum mechanics is just a whole different
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representation. It looks nothing like what you would have thought as sort of the basic
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representation of the physical world. And that was quite a surprise.
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What would you say is the catalyst for the view quake in theoretical physics in the 20th century?
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Where does that come from? So the interesting thing about Einstein, it seems like a lot of that
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came from like almost thought experiments. It wasn't almost experimentally driven.
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And with, actually, I don't know the full story of quantum mechanics, how much of it is experiment,
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like where, if you look at the full trace of idea generation there, of all the weird stuff
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that falls out of quantum mechanics, how much of that was the experimentalist, how much was
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the theoreticians? But usually, in theoretical physics, the theories lead the way. So maybe,
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can you elucidate? What is the catalyst for these?
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CB – The remarkable thing about physics and about many other areas of academic intellectual
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life is that it just seems way over determined. That is, if it hadn't been for Einstein or if
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it hadn't been for Heisenberg, certainly within a half a century, somebody else would have come up
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with essentially the same things. CB – Is there something you believe?
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CB – Yes. CB – Or is there something?
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CB – Yes. So I think when you look at sort of just the history of physics and the history of
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other areas, some areas like that, there's just this enormous convergence that the different
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kind of evidence that was being collected was so redundant in the sense that so many different
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things revealed the same things that eventually you just kind of have to accept it because it just
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gets obvious. So if you look at the details, of course, Einstein did it for somebody else,
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and it's well worth celebrating Einstein for that. And we, by celebrating the particular
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people who did something first or came across something first, we are encouraging all the rest
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to move a little faster, to push us all a little faster, which is great. But I still think we would
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have gotten roughly to the same place within a half century. So sometimes people are special
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because of how much longer it would have taken. So some people say general relativity would have
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taken longer without Einstein than other things. I mean, Heisenberg quantum mechanics, I mean,
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there were several different formulations of quantum mechanics all around the same few years,
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means no one of them made that much of a difference. We would have had pretty much the same thing,
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regardless of which of them did it exactly when. Nevertheless, I'm happy to celebrate them all.
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But this is a choice I make in my research, that is when there's an area where there's lots of
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people working together who are sort of scoping each other and getting a result just before
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somebody else does, you ask, well, how much of a difference would I make there? At most,
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I could make something happen a few months before somebody else. And so I'm less worried about
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them missing things. So when I'm trying to help the world like doing research, I'm looking for
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neglected things. I'm looking for things that nobody's doing it. If I didn't do it, nobody
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would do it. Nobody would do it. Or at least for a long time. In the next 10, 20 years kind of
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things. Exactly. Same with general relativity, just, you know, who would do it. It might take
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another 10, 20, 30, 50 years. So that's the place where you can have the biggest impact,
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is finding the things that nobody would do unless you did them. And then that's when you get the
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big view quake, the insight. So what about artificial intelligence? Would it be the EMs,
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the emulated minds? What idea, whether that struck you in the shower one day, or are you just
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clearly the biggest view quake in artificial intelligence is the realization of just how
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complicated our human minds are. So most people who come to artificial intelligence from other
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fields or from relative ignorance, a very common phenomenon, which you must be familiar with,
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is that they come up with some concept, and then they think that must be it. Once we implement
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this new concept, we will have it. We will have full human level or higher artificial
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intelligence, right? And they're just not appreciating just how big the problem is,
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how long the road is, just how much is involved. Because that's actually hard to appreciate.
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When we just think, it seems really simple. And studying artificial intelligence, going
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through many particular problems, looking at each problem, all the different things you need
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to be able to do to solve a problem like that, makes you realize all the things your minds are
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doing that you are not aware of. That's that vast subconscious that you're not aware of.
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That's the biggest view cave from artificial intelligence. By far, for most people who study
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artificial intelligence, is to see just how hard it is. I think that's a good point. But I think
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it's a very early view quake. It's when the Dunning Kruger crashes hard. It's the first
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realization that humans are actually quite incredible. The human mind, the human body is
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quite incredible. There's a lot of different parts to it. But then, see, it's already been so long
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for me that I've experienced that view quake, that for me, I now experience the view quakes of,
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holy shit, this little thing is actually quite powerful. Like neural networks, I'm amazed.
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Because you've become almost cynical after that first view quake of like, this is so hard.
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Like evolution did some incredible work to create the human mind. But then you realize,
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just like you have, you've talked about a bunch of simple models, that simple things can actually
link |
be extremely powerful, that maybe emulating of the human mind is extremely difficult,
link |
but you can go a long way with a large neural network. You can go a long way with a dumb
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solution. It's that Stuart Russell thing with the reinforcement learning. Holy crap. You can do,
link |
you can go quite a long way with a simple thing. But we still have a very long road to go.
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Well, I can't. I refuse to sort of know. The road is full of surprises. So long is an interesting,
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like you said, with the six hard steps that humans have to take to arrive at where we are
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from the origin of life on earth. So it's long maybe in the statistical improbability of the
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steps that have to be taken. But in terms of how quickly those steps could be taken,
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I don't know if my intuition says it's, if it's hundreds of years away or if it's
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a couple of years away, I prefer to measure pretty confidence at least a decade. And
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well, we can find the confidence at least three decades. I can steal man either direction.
link |
I prefer to measure that journey in the Elon Musk's. That's the new, we don't get Elon Musk
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very often. So that's, that's a long time scale. For now, I don't know, maybe you can clone or
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maybe multiply or even know what Elon Musk, what that is, what is that? What is that? That's a good
link |
question. Exactly. Well, that's an excellent question. How does that fit into the models of
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three parameters that are required for becoming a grabby alien civilization? That's the question
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of how much any individual makes in the long path of civilization over time. Yes. And it's a favorite
link |
topic of historians and people to try to focus on individuals and how much of a difference they
link |
make. And certainly some individuals make a substantial difference in the modest term,
link |
right? Like, you know, certainly without Hitler being Hitler in the role he took,
link |
European history would have taken a different path for a while there. But if we're looking over
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like many centuries longer term things, most individuals do fade in their individual influence.
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So, no matter how sexy your hair is, you will also be forgotten in long arc of history.
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So you said at least 10 years. So let's talk a little bit about this AI point
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of where, how we achieve, how hard is the problem of solving intelligence
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by engineering artificial intelligence that achieves human level, human like
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qualities that we associate with intelligence? How hard is this? What are the different
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trajectories that take us there? One way to think about it is in terms of the scope of
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the technology space you're talking about. So let's take the biggest possible scope,
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all of human technology, right? The entire human economy. So the entire economy is composed of
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many industries, each of which have many products with many different technologies supporting each
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one. At that scale, I think we can accept that most innovations are a small fraction of the total
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that is usually has relatively gradual overall progress. And that individual innovations that
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are have a substantial effect that the total are rare and their total effect is still a small
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percentage of the total economy, right? There's very few individual innovations that made a
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substantial difference to the whole economy, right? What are we talking? Steam engine,
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shipping containers, a few things. Shipping containers deserves to be up there with steam
link |
engines, honestly. Can you say exactly what shipping containers revolutionized shipping?
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Shipping is very important. But placing that at shipping containers. So you're saying you wouldn't
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have some of the magic of the supply chain, all that without shipping containers?
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Made a big difference, absolutely. Interesting. That's something we're looking at.
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We shouldn't take that tangent all the time to do. But anyway, so there's a few, just a few
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innovations. So at the scale of the whole economy, right? Now, as you move down to a much smaller
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scale, you will see individual innovations having a bigger effect, right? So if you look at, I don't
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know, lawn mowers or something, I don't know about the innovations lawn mower, but there are probably
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like steps where you just had a new kind of lawn mower and that made a big difference to mowing
link |
lawns because you're focusing on a smaller part of the whole technology space, right? So,
link |
and you know, sometimes like military technology, there's a lot of military technologies,
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a lot of small ones, but every once in a while, a particular military weapon like makes a big
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difference. But still, even so, mostly overall, they're making modest differences to a something
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that's increasing relatively, say like US military is the strongest in the world.
link |
Consistently for a while, no one weapon in the last 70 years has like made a big difference in
link |
terms of the overall prominence of the US military, right? Because that's just saying,
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even though every once in a while, even the recent Soviet hyper missiles or whatever they are,
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they aren't changing the overall balance dramatically, right?
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So when we get to AI, now that now I can frame the question, how big is AI? Basically, if so,
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one way of thinking about AI is it's just all mental tasks. And then you ask what fraction
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of tasks are mental tasks? And then I go a lot. And then if I think of AI is like half of everything,
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then I think, well, it's got to be composed of lots of parts where anyone innovation is
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only a small impact, right? Now, if you think, no, no, no, AI is like AGI. And then you think
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AGI is a small thing, right? There's only a small number of key innovations that will enable it.
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Now you're thinking there could be a bigger chunk that you might find that would have a
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bigger impact. So the way I would ask you to frame these things in terms of the chunkiness
link |
of different areas of technology, in terms of how big they are, if you take 10 chunky areas
link |
and you add them together, the total is less chunky. Yeah. But don't you, are you able until
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you solve the fundamental core parts of the problem to estimate the chunkiness of that problem?
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Well, if you have a history of prior chunkiness, that could be your best estimate for future
link |
chunkiness. So for example, I mean, even at the level of the world economy, right,
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we've had this, what, 10,000 years of civilization, well, that's only a short time,
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you might say, oh, that doesn't predict future chunkiness. But it looks relatively steady and
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consistent. We can say even in computer science, we've had seven years of computer science,
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we have enough data to look at chunkiness of computer science. Like, when were there algorithms
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or approaches that made a big chunky difference and how large a fraction of those that was that?
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And I'd say mostly in computer science, most innovation has been relatively small chunks,
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the bigger chunks have been rare. Well, this is the interesting thing. This is about AI and just
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algorithms in general is, you know, PageRank. So Google's, right? So sometimes it's a simple
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algorithm that by itself is not that useful, but the scale of context and in the context that's
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scalable, yeah, depending on the context, all of a sudden the power is revealed. And there's
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something, I guess that's the nature of chunkiness is that you get things that can reach a lot of
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people simply can be quite chunky. So one standard story about algorithms is to say
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algorithms have a fixed cost plus a marginal cost. And so in history, when you had computers
link |
that were very small, you tried all the algorithms that had low fixed costs. And you look for the
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best of those. But over time, as computers got bigger, you could afford to do larger fixed costs
link |
and try those. And some of those had more effective algorithms in terms of their marginal cost.
link |
And that, in fact, you know, that roughly explains the long term history where, in fact,
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the rate of algorithmic improvement is about the same as the rate of hardware improvement,
link |
which is a remarkable coincidence. But it would be explained by saying, well,
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there's all these better algorithms you can't try until you have a big enough computer to pay
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the fixed cost of doing some trials to find out if that algorithm actually saves you on the marginal
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cost. And so that's an explanation for this relatively continuous history where, so we
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have a good story about why hardware is so continuous, right? And you might think, why
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would software be so continuous with the hardware? But if there's a distribution of algorithms in
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terms of their fixed costs, and it's, say, spread out at a wide log normal distribution,
link |
then we could be sort of marching through that log normal distribution, trying out algorithms
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with larger fixed costs and finding the ones that have lower marginal costs.
link |
So would you say AGI, human level AI, even EM, emulated mines, is chunky? Like a few breakthroughs
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can take this. So an M is by its nature chunky in the sense that if you have an emulated brain
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and you're 25% effective at emulating it, that's crap. That's nothing. Okay. Okay. You pretty much
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need to emulate a full human brain. Is that obvious? Is that obvious? It's pretty obvious.
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I'm talking about like, you know, so the key thing is you're emulating various brain cells,
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and so you have to emulate the input output pattern of those cells. So if you get that pattern
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somewhat close, but not close enough, then the whole system just doesn't have the overall
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behavior you're looking for, right? But it could have functionally some of the power of the overall
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system. So there'd be some threshold. The point is when you get close enough, then it goes over
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the threshold. It's like taking a computer chip and deleting every one percent of the gates, right?
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No, that's very chunky. But the hope is that the emulating the human brain, I mean, the human
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brain itself is not. Right. So it has a certain level of redundancy and a certain level of robustness.
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And so there's some threshold when you get close to that level of redundancy and robustness,
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then it starts to work. But until you get to that level, it's just going to be crap, right?
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It's going to be just a big thing that isn't working for us. So we can be pretty sure that
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emulations is a big chunk in an economic sense, right? At some point, you'll be able to make one
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that's actually effective in enable substituting for humans. And then that will be this huge
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economic product that people will try to buy crazy. Now,
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you'll bring a lot of out of people's lives so they'll be willing to pay for it.
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But it could be that the first emulation costs a billion dollars each, right? And then we have
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them, but we can't really use them. They're too expensive. And then the cost slowly comes down.
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And now we have less of a chunky adoption, right? That as the cost comes down, then we use more
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and more of them in more and more contexts. And that's a more continuous curve. So it's only if
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the first emulations are relatively cheap that you get a more sudden disruption to society.
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And that could happen if the algorithm is the last thing you figure out how to do or something.
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What about robots that capture some magic in terms of social connection? Robots,
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like we have a robot dog on the carpet right there. Robots that are able to capture some magic
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of human connection as they interact with humans, but are not emulating the brain. What about
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those? How far away? So we're thinking about chunkiness or distance now. So if you ask how
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chunky is the task of making a emulatable robot or something, which chunkiness and time are
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correlated. Right. But it's about how far away it is or how suddenly it would happen.
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And chunkiness is how suddenly and difficulty is just how far away it is. But it could be a
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continuous difficulty. It could just be far away, but we'll slowly, steadily get there.
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Or there could be these thresholds where we reach a threshold and suddenly we can do a lot better.
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Yeah. That's a good question for both. I tend to believe that all of it, not just the M,
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but AGI2 is chunky. And human level intelligence embodied in robots is also chunky.
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The history of computer science and chunkiness so far seems to be my rough best guess for the
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chunkiness of AGI. It is chunky. It's modestly chunky, not that chunky. Our ability to use
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computers to do many things in the economy has been moving relatively steadily. Overall,
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in terms of our use of computers in society, they have been relatively steadily improving for 70
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years. No, but I would say that's hard. Okay. I would have to really think about that because
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neural networks are quite surprising. Sure. But every once in a while, we have a new thing that's
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surprising. But if you stand back, we see something like that every 10 years or so,
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some new innovation that has a big effect. So, modestly chunky.
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Yeah. The history of the level of disruption we've seen in the past would be a rough estimate of
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the level of disruption in the future, unless the future is, we're going to hit a chunky territory
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much chunkier than we've seen in the past. Well, I do think it's like Kunian, revolution type.
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It seems like the data, especially on AI, is difficult to reason with because it's so recent,
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it's such a recent field. AI's been around for 50 years. I mean, 50, 60, 70, 80 years being recent.
link |
Okay. It's enough time to see a lot of trends.
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A few trends. I think the internet computing, there's really a lot of interesting stuff
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that's happened over the past 30 years that I think the possibility of revolutions is
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likelier than it was in the... I think for the last 70 years, there have always been a lot of
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things that look like that have a potential for revolution. So, we can't reason well about this.
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I mean, we can reason well by looking at the past trends. I would say the past trend is roughly
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your best guess for the future of this... No, but if I look back at the things that might have
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looked like revolutions in the 70s and 80s and 90s, they are less like the revolutions of
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that appear to be happening now or the capacity of revolutions that appear to be there now.
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First of all, there's a lot of more money to be made. So, there's a lot more incentive for markets
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to do a lot of kind of innovation. It seems like in the AI space. But then again, there's a history
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of winters and summers and so on. So, maybe we're just like riding a nice wave right now.
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One of the biggest issues is the difference between impressive demos and commercial value.
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Yes. So, we often, through the history of AI, we saw very impressive demos
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that never really translated much into commercial value. So, somebody who works on and cares about
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autonomous and semi autonomous vehicles, tell me about it. And there again, we return to the
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number of Elon Musk's per earth per year generated. That's the M. Coincidentally,
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same initials as the M. Very suspicious. We're going to have to look into that.
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All right. Two more fields that I would like to force and twist your arm to look for view
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quakes and for beautiful ideas, economics. What is a beautiful idea to you about economics?
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You've mentioned a lot of them. Sure. So, as you said before, there's going to be the first
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view cake most people encounter that makes the biggest difference on average in the world,
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because that's the only thing most people ever see is the first one. And so,
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you know, with AI, the first one is just how big the problem is. But once you get past that,
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you'll find out there's certainly for economics, the first one is just the power of markets.
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You might have thought it was just really hard to figure out how to optimize in a big
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complicated space and markets just do a good first pass for an awful lot of stuff. And they
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are really quite robust and powerful. And that's just quite the view crank where you just say,
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you know, just let up. If you want to get in the ballpark, just let a market handle it and step
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back. And that's true for a wide range of things. It's not true for everything, but it's a very
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good first approximation. Most people's intuitions for how they should limit markets
link |
are actually messing them up. They're that good in sense, right? Most people, when you go,
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I don't know if we want to trust that. Well, you should be trusting that. What are markets?
link |
Just a couple of words. So the idea is if people want something, then let other companies form
link |
to try to supply that thing. Let those people pay for their cost of whatever they're making and try
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to offer that product to those people. Let many people, many such firms enter that industry
link |
and let the customers decide which ones they want. And if the firm goes out of business,
link |
let it go bankrupt and let other people invest in whichever ventures they want to try to try
link |
to attract customers to their version of the product. And that just works for a wide range
link |
of products and services. And through all of this, there's a free exchange of information too.
link |
There's a hope that there's no manipulation of information and so on.
link |
Even when those things happen, still just the simple market solution is usually better than
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the things you'll try to do to fix it. Then the alternative. That's a view crank,
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it's surprising. It's not what you would initially thought.
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That's one of the great, I guess, inventions of human civilization that trust the markets.
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Now, another view kick that I learned in my research that's not all of economics,
link |
but something more specialized is the rationality of disagreement. That is,
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basically people who are trying to believe what's true in a complicated situation would not actually
link |
disagree. And of course, humans disagree all the time. So it was quite the striking fact for
link |
me to learn in grad school that actually rational agents would not knowingly disagree.
link |
And so that makes disagreement more puzzling and it makes you less willing to disagree.
link |
Humans are to some degree rational and are able to...
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Their priorities are different than just figuring out the truth, which might not be
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the same as being irrational. That's another tangent that could take an hour.
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In the space of human affairs, political science, what is a beautiful, foundational,
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interesting idea to you, a view quake in the space of political science?
link |
The main thing that goes wrong in politics is people not agreeing on what the best thing to do
link |
is. That's a wrong thing. So that's what goes wrong. That is, when you say what's
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fundamental behind most political failures, it's that people are ignorant of what the
link |
consequences of policy is. And that's surprising because it's actually feasible to solve that
link |
problem, which we aren't solving. So it's a bug, not a feature that there's an inability to arrive
link |
at a consensus. So most political systems, if everybody looked to some authority, say, on a
link |
question and that authority told them the answer, then most political systems are capable of just
link |
doing that thing. And so it's the failure to have trust for the authorities that is sort of the
link |
underlying failure behind most political failure. We invade Iraq, say, when we don't have an
link |
authority to tell us that's a really stupid thing to do. And it is possible to create
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more informative trust for the authorities. That's a remarkable fact about the world of
link |
institutions that we could do that, but we aren't.
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Yeah. So that's surprising. We could and we aren't.
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Right. Another big view correct about politics is from the Elf in the Brain that most people,
link |
when they're interacting with politics, they say they want to make the world better,
link |
they make their city better, their country better, and that's not their priority.
link |
What is it? They want to show loyalty to their allies. They want to show their people they're
link |
on their side. Yes. They're various tribes they're in. That's their primary priority,
link |
and they do accomplish that. Yeah. And the tribes are usually color coded conveniently enough.
link |
What would you say, you know, it's the Churchill question.
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Democracy is the crappiest form of government, but it's the best one we got.
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What's the best form of government for this, our 7 billion human civilization and the,
link |
maybe as we get farther and farther, you mentioned a lot of stuff that's fascinating
link |
about human history as we become more forager like and looking out beyond what's the best
link |
form of government in the next 50, 100 years as we become a multi planetary species.
link |
So the key failing is that we have existing political institutions and related institutions
link |
like media institutions and other authority institutions, and these institutions sit in
link |
a vast space of possible institutions. And the key failing we're just not exploring that space.
link |
So I have made my proposals in that space, and I think I can identify many provinces
link |
solutions. And many other people have made many other promising proposals in that space.
link |
But the key thing is we're just not pursuing those proposals. We're not trying them out on
link |
small scales. We're not doing tests. We're not exploring the space of these options.
link |
That is the key thing we're failing to do. And if we did that, I am confident we would find much
link |
better institutions than when we're using now, but we would have to actually try.
link |
So there's a lot of those topics. I do hope we get a chance to talk again. You're a fascinating
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human being. So I'm skipping a lot of tangents on purpose that I would love to take. You're such
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a brilliant person with so many different topics. Let me take a stroll into the deep human psyche
link |
of Robin Hansen himself. So first, may not be that deep. I might just be all on the surface.
link |
What you see, what you get, there might not be much hiding behind it.
link |
Some of the fun is on the surface. I actually think this is true of many of the most successful,
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most interesting people you see in the world. That is, they have put so much effort into the
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surface that they've constructed. And that's where they put all their energy. So somebody
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might be a statesman or an actor or something else. And people want to interview them and they
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want to say, what are you behind the scenes? What do you do in your free time? Those people
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don't have free time. They don't have another life behind the scenes. They put all their energy
link |
into that surface, the one we admire, the one we're fascinated by. And they kind of have to
link |
make up the stuff behind the scenes to supply it for you. But it's not really there.
link |
Well, there's several ways of phrasing this. One of it is authenticity, which is
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if you become the thing you are on the surface, if the depths mirror the surface,
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then that's what authenticity is. You're not concealing something. To push back on the idea
link |
of actors, they actually have often a manufactured surface that they put on and they try on different
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masks. And the depths are very different from the surface. And that's actually what makes them very
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not interesting to interview. If you're an actor who actually lives the role that you play. So
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like, I don't know, a Clint Eastwood type character who clearly represents the cowboy.
link |
Like at least rhymes or echoes the person you play on the surface. That's authenticity.
link |
Some people are typecasts and they have basically one persona. They play in all of their movies and
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TV shows. And so those people, it probably is the actual persona that they are. Or it has become
link |
that over time. Clint Eastwood would be one, I think of Tom Hanks as an ever, right? They just
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always play the same person. And you and I are just both surface players. You're the fun, brilliant
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thinker. And I am the suit wearing idiot full of silly questions. All right. That said,
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let's put on your wise sage hat and ask you what advice would you give to young people today in
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high school and college about life, about how to live a successful life in career or just in
link |
general that they can be proud of? Most young people, when they actually ask you that question,
link |
what they usually mean is, how can I be successful by usual standards? I'm not very good at giving
link |
advice about that because that's not how I tried to live my life. So I would more flip it around and
link |
say, you live in a rich society. You will have a long life. You have many resources available to you.
link |
Whatever career you take, you'll have plenty of time to make progress on something else. Yes,
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it might be better if you find a way to combine your career and your interests in a way that gives
link |
you more time and energy, but there are often big compromises there as well. So if you have a passion
link |
about some topic or something that you think is worth pursuing, you can just do it. You don't need
link |
other people's approval and you can just start doing whatever it is you think it worth doing.
link |
It might take you decades, but decades are enough to make enormous progress on most all
link |
interesting things. And don't worry about the commitment of it. I mean, that's a lot of what
link |
people worry about is, well, there's so many options and if I choose a thing and I stick with it,
link |
I sacrifice all the other paths I could have taken. So I switched my career at the age of 34
link |
with two kids, age zero and two, went back to grad school in social science after being a
link |
software, research software engineer. So it's quite possible to change your mind later in life.
link |
How can you have an age of zero?
link |
Okay. Oh, oh, you index was, I got it. Okay.
link |
Right. Like people also ask what to read and I say textbooks. And until you've read lots of
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textbooks or maybe review articles, I'm not so sure you should be reading blog posts and Twitter
link |
feeds and even podcasts. I would say at the beginning read the read, this is our best,
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humanity's best summary of how to learn things is crammed into textbooks.
link |
Especially the ones on like introduction to biology.
link |
Introduction to everything. Just read all the algorithms. Read as many textbooks as you
link |
can stomach. And then maybe if you want to know more about a subject, find review articles.
link |
You don't need to read the latest stuff for most topics.
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Yeah. And actually textbooks often have the prettiest pictures.
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There you go. And then depending on the field, if it's technical,
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then doing the homework problems at the end, it's actually extremely, extremely useful.
link |
Extremely powerful way to understand something if you allow it. I actually think of like high
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school and college, which you kind of remind me of people don't often think of it that way, but you
link |
will almost not again get an opportunity to spend a time with a fundamental subject and like
link |
all the basics and everybody's forcing you like everybody wants you to do it.
link |
And like you'll never get that chance again to sit there, even though it's outside of your
link |
interest biology. Like in high school, I took AP biology, AP chemistry. I'm thinking of subjects
link |
I never again really visited seriously. And it was so nice to be forced into anatomy and physiology,
link |
to be forced into that world, to stay with it, to look at the pretty pictures,
link |
to certain moments to actually for a moment, enjoy the beauty of these, of like how cell
link |
works and all those kinds of things. And somehow that stays, like the ripples of that fascination
link |
that stays with you, even if you never utilize those learnings in your actual work.
link |
A common problem, at least of many young people I meet, is that they're
link |
feeling idealistic and altruistic, but in a rush. So the usual human tradition that goes
link |
back hundreds, thousands of years is that people's productivity rises with time and
link |
maybe peaks around the age of 40 or 50. The age of 40, 50 is when you will be having the
link |
highest income, you'll have the most contacts, you will sort of be wise about how the world works.
link |
Expect to have your biggest impact then. Before then, you can have impacts, but you're also mainly
link |
building up your resources and abilities. That's the usual human trajectory, expect that to be
link |
true of you too. Don't be in such a rush to like accomplish enormous things at the age of 18 or
link |
whatever. I mean, you might as well practice trying to do things, but that's mostly about
link |
learning how to do things by practicing. There's a lot of things you can't do unless you just keep
link |
trying them. And when all else fails, try to maximize the number of offspring however way you
link |
can. That's certainly something I've neglected. I would tell my younger version of myself,
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pay, try to have more descendants. Yes, absolutely. It matters more than I realized at the time.
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Both in terms of making copies of yourself in mutated form and just the joy of raising them.
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Sure. I mean, the meaning even. In the literature on the value people get out of life,
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there's a key distinction between happiness and meaning. So happiness is how do you feel right
link |
now about right now. And meaning is how do you feel about your whole life. And many things that
link |
produce happiness don't produce meaning as reliably. And if you have to choose between them,
link |
you'd rather have meaning. And meaning is more goes along with sacrificing happiness sometimes.
link |
And children are an example of that. Do you get a lot more meaning out of children,
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even if there are a lot more work? Why do you think kids, children are so magical,
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like raising kids? Because I would love to have kids. And whenever I work with robots,
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there's some of the same magic when there's an entity that comes to life. And in that case,
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I'm not trying to draw too many parallels, but there's some echo to it, which is when you program
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a robot, there's some aspect of your intellect that is now instilled in this other moving being
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that's kind of magical. Or why do you think that's magical? And you said happiness and meaning
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as opposed to a short. Meaningful. Why is it meaningful?
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It's overdetermined. I can give you several different reasons, all of which is sufficient.
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And so the question is, we don't know which ones are the correct reasons.
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Such a technical, it's overdetermined. Look it up.
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So I meet a lot of people interested in the future, interested in thinking about the future,
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they're thinking about how can I influence the future? But overwhelmingly in history so far,
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the main way people have influenced the future is by having children.
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Overwhelmingly. And that's just not an incidental fact. You are built for that. That is,
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you're the sequence of thousands of generations, each of which successfully had a descendant.
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And that affected who you are. You just have to expect, and it's true that who you are is built
link |
to be expected to have a child, to want to have a child, to have that be a natural and
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meaningful interaction for you. And it's just true. It's just one of those things you just
link |
should have expected. And it's not a surprise. Well, to push back in terms of influencing the
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future as we get more and more technology, more and more of us are able to influence the future
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in all kinds of other ways. Right. Being a teacher, educator.
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Even so though, still most of our influence on the future has probably happened being kids,
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even though we've accumulated more ways, other ways to do it. You mean at scale,
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I guess the depth of influence, like really how much of much effort, how much of yourself
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you really put another human being. Do you mean both the raising of a kid or you mean raw genetic
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information? Well, both, but raw genetics is probably more than half of it. More than half.
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More than half. Even in this modern world. Yep. Genetics. Let me ask some dark,
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difficult questions if I might. Let's take a stroll into that place that may, may not exist
link |
according to you. What's the darkest place you've ever gone to in your mind, in your life, a dark
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time, a challenging time in your life that you had to overcome? You know, probably just feeling
link |
strongly rejected. And so I've been, I'm apparently somewhat emotionally scarred by
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just being very rejection averse, which must have happened because some rejections were just very
link |
scarring. At a scale in what kinds of communities on the individual scale?
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I mean, lots of different scales. Yeah. All the different, many different scales,
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still that rejection stings. Hold on a second, but you're a contrarian thinker. You challenged
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that knows why, if you were scarred by rejection, why welcome it in so many ways at a much larger
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scale, constantly with your ideas. It could be that I'm just stupid or that I've just categorized
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them differently than I should or something. You know, the most rejection that I've faced
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hasn't been because of my intellectual ideas. So the intellectual ideas haven't been the thing
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to risk the rejection. The one that the things that put challenge your mind taking you to a
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dark place are the more psychological rejections. So you just asked me, what took me to a dark
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place? You didn't specify it as sort of an intellectual dark place, I guess. Yeah, I just
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meant like what? So intellectual is disjoint or at least at a more surface level than something
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emotional. Yeah, I would just think there are times in your life when you're just in a dark
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place and that can have many different causes. And most intellectuals are still just people
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and most of the things that will affect them are the kinds of things that affect people.
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They aren't that different necessarily. I mean, that's going to be true for like I presume most
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basketball players are still just people. If you ask them what was the worst part of their life,
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it's going to be this kind of thing that was the worst part of life for most people.
link |
So rejection early in life? Yeah, I mean, not in grade school probably, but yeah,
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sort of being a young, nerdy guy and feeling not in much demand or interest or later on
link |
lots of different kinds of rejection. But yeah, most of us like to pretend we don't
link |
that much need other people. We don't care what they think. It's a common sort of stance if somebody
link |
rejects you or something. I didn't care about them anyway. But I think to be honest, people really
link |
do care. Yeah, we do seek that connection, that love. What do you think is the role of love and
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the human condition? Opacity in part. Love is one of those things where we know at some level
link |
it's important to us, but it's not very clearly shown to us exactly how or why or in what ways.
link |
There are some kinds of things we want where we can just clearly see that we want and why
link |
that we want it right. We know when we're thirsty and we know why we were thirsty and we know what
link |
to do about being thirsty and we know when it's over that we're no longer thirsty. Love isn't
link |
like that. Like what do we seek from this? We're drawn to it, but we do not understand why we're
link |
drawn exactly because it's not just affection. Because if it was just affection, we don't seem
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to be drawn to pure affection. We don't seem to be drawn to somebody who's like a servant. We don't
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seem to be necessarily drawn to somebody that satisfies all your needs or something like that.
link |
So it's clearly something we want or need, but we're not exactly very clear about it. And that
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is kind of important to it. So I've also noticed there are some kinds of things you can't imagine
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very well. So if you imagine a situation, there are some aspects of the situation that you can
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clearly imagine it being bright or dim. You can imagine it being windy or imagine being hot or
link |
cold. But there are some aspects about your emotional stance in a situation that's actually
link |
just hard to imagine or even remember. It's hard to like, you can often remember an emotion only
link |
when you're in a similar sort of emotion situation. And otherwise, you just can't bring the emotion
link |
to your mind. And you can't even imagine it, right? So there's certain kinds of emotions you
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can have. And when you're in that emotion, you can know that you have it and you can have a name
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and it's associated. But later on, I tell you, you know, remember joy and it doesn't come to mind.
link |
You're not able to replay it. Right. And it's sort of a reason why we have one of the reasons
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that pushes us to re consume it and reproduce it is that we can't reimagine it.
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Right. Well, there's a, it's interesting because there's a Daniel Kahneman type of thing of like
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reliving memories because I'm able to summon some aspect of that emotion again by thinking of that
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situation that from which that emotion came. Right. So like a certain song, you can listen to it
link |
and you can feel the same way you felt the first time you remember that song associated with
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certain things. Right. But you need to remember that situation in some sort of complete package.
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Yes. You can just take one part off of it. And then if you get the whole package again,
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if you remember the whole feeling. Yes. Or some fundamental aspect of that whole experience that
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arouse from which the feeling arose. And actually the feeling is probably different
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in some way. It could be more pleasant or less pleasant than the feeling you felt originally.
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And that's more so over time, every time you replay that memory. It is interesting. You're
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not able to replay the feeling perfectly. You don't remember the feeling. You remember the
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facts of the events. So there's a sense of which over time, we expand our vocabulary as a community
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of language. And that allows us to sort of have more feelings and know that we are feeling them.
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Because you can have a feeling but not have a word for it. And then you don't know how to categorize
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it or even what it is and whether it's the same as something else. But once you have a word for it,
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you can sort of pull it together more easily. And so I think over time, we are having a richer
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palette of feelings. Because we have more words for them. What has been a painful loss in your
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life? Maybe somebody or something that's no longer in your life but played an important part of your
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life? Youth. That's a concept. No, it has to be. But I was once younger. I had health and I had
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vitality. I was insommer. I mean, you know, I've lost that over time. Do you see that as a different
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person? Maybe you've lost that person? Certainly. Yes, absolutely. I'm a different person than
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I was when I was younger. And I'm not who I don't even remember exactly what he was. So I don't
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remember as many things from the past as many people do. So in some sense, I've just lost a lot
link |
of my history by not remembering it. And I'm not that person anymore. That person's gone.
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Is that a painful loss? Is it a painful loss, though? Yeah. Or is it a, why is it painful?
link |
Because you're wiser. I mean, there's so many things that are beneficial to getting older.
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Right. But are you just... I just was this person and I felt assured that I could continue to be
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that person. And you're no longer that person. And he's gone. And I'm not him anymore. And he died
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without fanfare or a funeral. And that the person you are today talking to me, that person
link |
will be changed too. Yes. And maybe in 20 years, he won't be there anymore. And a future person,
link |
we'll look back. For M's, this will be less of a problem. For M's, they would be able to save
link |
an archived copy of themselves at each different age. And they could turn it on periodically
link |
and go back and talk to it. Do we play? You think some of that will be... So with emulated minds,
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with M's, there's a digital cloning that happens. And do you think that makes your
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you less special if you're cloneable? Like, does that make you the experience of life,
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the experience of a moment, the scarcity of that moment, the scarcity of that experience?
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Isn't that a fundamental part of what makes that experience so delicious, so rich of feeling?
link |
I think if you think of a song that lots of people listen to that are copies all over the
link |
world, we're going to call that a more special song. Yeah. So there's a perspective on copying
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and cloning where you're just scaling happiness versus degrading. Each copy of a song is less
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special if there are many copies, but the song itself is more special if there are many copies.
link |
In a mass, right, you're actually spreading the happiness even if it diminishes over a large
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number of people at scale and that increases the overall happiness in the world. And then you're
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able to do that with multiple songs. Is a person who has an identical twin more or less special?
link |
Well, the problem with identical twins is, you know, you, it's like just two with Ms.
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Right, but two is different than one. So I think an identical twin's life is richer for
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having this other identical twin, somebody who understands them better than anybody else can.
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From the point of view of an identical twin, I think they have a richer life for being part of
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this couple, which each of which is very similar. Now, if you said, will the world, you know, if
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we lose one of the identical twins, will the world miss it as much because you've got the other one
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and they're pretty similar? Maybe from the rest of the world's point of view, they are,
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they suffer less of a loss when they lose one of the identical twins. But from the point of view
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of the identical twin themselves, their life is enriched by having a twin.
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See, but the identical twin copying happens at the place of birth. That's different than copying
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after you've done some of the environment, like the nurture at the teenage or the in the 20s.
link |
Yes. That'll be an interesting thing for Ms. to find out all the different ways that
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can have different relationships to different people who have different degrees of similarity
link |
to them in time. Yeah. Yeah, I, man. But it seems like a rich space to explore. And I don't feel
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sorry for them. This sounds like interesting world to live in. And there could be some ethical
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conundrums there. There will be many new choices to make them. They don't make now. And then we
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discussed that in the book, Age of M. Say you have a lover and you make a copy of yourself,
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but the lover doesn't make a copy. Well, now, which one of you or are both still related to the
link |
lover? Socially entitled to show up. Yes. So you'll have to make choices then when you split
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yourself. Which of you inherit which unique things? Yeah. And of course, there'll be
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an equivalent increase in lawyers. Well, I guess you can clone the lawyers to help
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manage some of these negotiations of how to split property. The nature of owning, I mean,
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property is connected to individuals, right? You only really need lawyers for this with
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an inefficient, awkward law that is not very transparent and able to do things. So, you know,
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for example, an operating system of a computer is a law for that computer. When the operating
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system is simple and clean, you don't need to hire a lawyer to make a key choice with the
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operating system. You don't need a human in the loop. You just make a choice.
link |
There are both fine rules. Yeah. Right. So ideally, we want a legal system that makes
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the common choices easy and not require much overhead. And that's the digitization of things
link |
further and further enables that. So the loss of a younger self. What about the loss of your life
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overall? Do you ponder your death, your mortality? Are you afraid of it? I am a cryonics customer.
link |
That's what this little tag around my deck says. It says that if you find me in a medical situation,
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you should call these people to enable the cryonics transfer. So I am taking a long shot chance at
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living a much longer life. Can you explain what cryonics is? So when medical science gives up
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on me in this world, instead of burning me or letting worms eat me, they will freeze me,
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or at least freeze my head. And there's damage that happens in the process of freezing the head.
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But once it's frozen, it won't change for a very long time. Chemically, it'll just be
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completely exactly the same. So future technology might be able to revive me. And in fact,
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I would be mainly counting on the brain emulation scenario, which doesn't require
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reviving my entire biological body. It means I would be in a computer simulation.
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And so that's, I think I've got at least a 5% shot at that. And that's immortality.
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So most likely, it won't happen. And therefore, I'm sad that it won't happen. Do you think immortality
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is something that you would like to have? Well, I mean, just like infinity, I mean,
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you can't know until forever, which means never, right? So all you can really,
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the better choices at each moment, do you want to keep going? So I would like at every moment
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to have the option to keep going. The interesting thing about human experience is that
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the way you phrase it is exactly right. At every moment, I would like to keep going.
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But the thing that happens, I'll leave them wanting more of whatever that
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phrase is, the thing that happens is over time, it's possible for certain experiences to become
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bland. And you become tired of them. And that actually makes life really unpleasant.
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Sorry, it makes that experience really unpleasant. And perhaps you can generalize that to life itself
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if you have a long enough horizon. And so might happen, but might as well wait and find out.
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But then you're ending on suffering, you know? So in the world of brain emulations,
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I have more options. You can return yourself. That is, I can make copies of myself,
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archive copies at various ages. And at a later age, I could decide that I'd rather replace
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myself with a new copy from a younger age. So does a brain emulation still operate in physical
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space? So can we do, what do you think about like the metaverse and operating virtual reality?
link |
So we can conjure up not just emulate, not just your own brain and body, but the entirety of
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the environment? Well, most brain emulations will in fact, most of their time in virtual reality.
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But they wouldn't think of it as virtual reality, they would just think of it as their usual reality.
link |
I mean, the thing to notice, I think in our world, most of us spend most time indoors.
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And indoors, we are surrounded by walls covered with paint and floors covered with tile or rugs.
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Most of our environment is artificial. It's constructed to be convenient for us. It's
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not the natural world that was there before. A virtual reality is basically just like that.
link |
It is the environment that's comfortable and convenient for you. But when it's the right,
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that environment for you, it's real for you. Just like the room you're in right now,
link |
most likely is very real for you. You're not focused on the fact that the paint is hiding
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the actual studs behind the wall and the actual wires and pipes and everything else.
link |
The fact that we're hiding that from you doesn't make it fake or unreal.
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What are the chances that we're actually in the very kind of system that you're describing where
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the environment and the brain is being emulated and you're just replaying an experience when you
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were first did a podcast with Lex. And now the person that originally launched this already
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did hundreds of podcasts with Lex. This is just the first time and you like this time
link |
because there's so much uncertainty. There's nerves. It could have gone any direction.
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At the moment, we don't have the technical ability to create that emulation. So we'd have to be
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postulating that in the future. We have that ability and then they choose to evaluate this
link |
moment now to simulate it. Don't you think we could be in the simulation of that exact experience
link |
right now? We wouldn't be able to know. So one scenario would be this never really happened.
link |
This only happens as a reconstruction later on. That's different than the scenario. This did happen
link |
the first time and now it's happening again as a reconstruction. That second scenario is harder
link |
to put together because it requires this coincidence where between the two times we
link |
produce the ability to do it. No, but don't you think replay of memories,
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poor replay of memories is something that might be a possible thing in the future?
link |
You're saying it's harder than to conjure up things from scratch.
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It's certainly possible. So the main way I would think about it is in terms of the demand
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for simulation versus other kinds of things. So I've given this a lot of thought because
link |
I first wrote about this long ago when Bostrom first wrote his papers about simulation argument
link |
and I wrote about how to live in a simulation. So the key issue is the fraction of creatures in
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the universe that are really experiencing what you appear to be really experiencing relative
link |
to the fraction that are experiencing it in a simulation way, i.e. simulated. So then the key
link |
parameter is at any one moment in time, creatures at that time, many of them, most of them are
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presumably really experiencing what they're experiencing, but some fraction of them are
link |
experiencing some past time where that past time is being remembered via their simulation.
link |
So to figure out this ratio, what we need to think about is basically two functions. One is
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how fast in time does the number of creatures grow? And then how fast in time does the interest
link |
in the past decline? Because at any one time, people will be simulating different periods in
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the past with different emphasis. I love the way you think so much. That's exactly right, yeah.
link |
So if the first function grows slower than the second one declines, then in fact,
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your chances of being simulated are low. So the key question is how fast does interest in the
link |
past decline relative to the rate at which the population grows with time? Does this correlate
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to you earlier suggested that the interest in the future increases over time? Are those correlated
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interest in the future versus interest in the past? Why are we interested in the past?
link |
But the simple way to do it is, as you know, like Google Ngrams has a way to type in a word
link |
and see how interest in it declines or rises over time. You can just type in a year and get
link |
the answer for that. If you type in a particular year like 1900 or 1950, you can see with Google
link |
Ngram how interest in that year increased up until that date and decreased after it.
link |
And you can see that interest in a date declines faster than does the population grow with time.
link |
That is brilliant. And so interesting. You have the answer. Wow. And that was your argument
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against, not against, to this particular aspect of the simulation, how much past simulation there
link |
will be replay of past memories. First of all, if we assume that like simulation of the past is
link |
a small fraction of all the creatures at that moment. Yes. Right. And then it's about how fast.
link |
Now, some people have argued plausibly that maybe most interest in the past falls with
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this fast function, but some unusual category of interest in the past won't fall that fat quickly,
link |
and then that eventually would dominate. So that's a other hypothesis you want.
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Some category. So that very outlier specific kind of, yeah, okay. Yeah, yeah, yeah. Like
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really popular kinds of memories, but like probably sexual. In a trillion years, there's
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some small research institute that tries to randomly select from all possible people in
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history or something to simulate. Yeah. Yeah. Yeah. Some questions, how big is this research
link |
institute and how big is the future in a trillion years, right? And that's, that would be hard to
link |
say. But if we just look at the ordinary process by which people simulate recent here. So if you
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look at, it's also true for movies and plays and video games, overwhelming, they're interested
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in the recent past. There's very few video games where you play someone in the Roman Empire.
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Right. Even fewer where you play someone in the Egyptian Empire.
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Yeah, just different. It's just declined very quickly. But every once in a while,
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that's brought back. But yeah, you're right. I mean, just if you look at the mass of entertainment
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movies and games, it's focusing on the present recent past. And maybe some, I mean,
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where does science fiction fit into this? Because it's sort of a, what is science fiction? I mean,
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it's a mix of the past and the present and some kind of manipulation of that to make it more
link |
efficient for us to ask deep philosophical questions about humanity. So the closest genre
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to science fiction is clearly fantasy, fantasy and science fiction in many bookstores and even
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Netflix or whatever categories, they're just lumped together. So clearly they have a similar
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function. So the function of fantasy is more transparent than the function of science fiction,
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so use that as your guide. What's fantasy for is just to take away the constraints of the
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ordinary world and imagine stories with much fewer constraints. But that's what fantasy is.
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You're much less constrained. What's the purpose to remove constraints? Is it to escape
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from the harshness of the constraints of the real world? Or is it to just remove constraints in
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order to explore some, get a deeper understanding of our world? What is it? I mean, why do people
link |
read fantasy? I'm not a cheap fantasy reading kind of person. So I need to...
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One story that it sounds plausible to me is that there are sort of these deep story structures
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that we love and we want to realize. And then many details of the world get in their way.
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Fantasy takes all those obstacles out of the way and lets you tell the essential hero story or
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the essential love story, whatever essential story you want to tell. The reality and constraints
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are not in the way. And so science fiction can be thought of as like fantasy, except you're not
link |
willing to admit that it can't be true. So the future gives the excuse of saying, well, it could
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happen. And you accept some more reality constraints for the illusion, at least, that maybe it could
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really happen. Maybe it could happen. And that it stimulates the imagination. The imagination is
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something really interesting about human beings. And it seems also to be an important part of
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creating really special things is to be able to first imagine them. With you and Nick Bostrom,
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where do you land on the simulation and all the mathematical ways of thinking it and just
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the thought experiment of it? Are we living in a simulation? Well, that was the discussion we
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just had. That is, you should grant the possibility of being a simulation. You shouldn't be 100%
link |
confident that you're not. You should certainly grant a small probability. The question is,
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how large is that probability? Are you saying we would be misunderstood because I thought our
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discussion was about replaying things that already happened? Right. But the whole question is,
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right now, is that what I am? Am I actually a replay from some distant future?
link |
But it doesn't necessarily need to be a replay. It could be a totally new. You don't have to be
link |
an NPC. Right. But clearly, I'm in a certain era with a certain kind of world around me, right? So
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either this is a complete fantasy or it's a past of somebody else in the future.
link |
But no, it could be a complete fantasy, though. It could be, right. But then you might,
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then you have to talk about what's the fraction of complete fantasies, right?
link |
I would say it's easier to generate a fantasy than to replay a memory, right?
link |
Sure. But if we just look at the entire history, if we just look at the entire history of everything,
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we just say, sure, but most things are real. Most things aren't fantasies, right? Therefore,
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the chance that my thing is real, right? So the simulation argument works stronger about sort of
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the past. We say, ah, but there's more future people than there are today. So you being in
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the past of the future makes you special relative to them, which makes you more likely to be in a
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simulation, right? If we're just taking the full count and saying, in all creatures ever,
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what percentage are in simulations? Probably no more than 10%. So what's the good argument for
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that? That most things are real? Yeah. Because as Foster says the other way, right?
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In a competitive world, in a world where people have to work and have to get things done,
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then they have a limited budget for leisure. And so leisure things are less common than work
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things, like real things, right? But if you look at the stretch of history in the universe,
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doesn't the ratio of leisure increase? Isn't that the forgery?
link |
Right. But now we're looking at the fraction of leisure, which takes the form of something
link |
where the person doing the leisure doesn't realize it. And there could be some fraction,
link |
but that's much smaller, right? Yeah. Clueless forgers. Or somebody is clueless in the process
link |
of supporting this leisure, right? It might not be the person leisureing, somebody,
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they're a supporting character or something, but still that's got to be a pretty small fraction
link |
of leisure. What you mentioned that children are one of the things that are a source of meaning.
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Broadly speaking, then let me ask the big question. What's the meaning of this whole thing?
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The Robin meaning of life. What is the meaning of life? We talked about alien civilizations,
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but this is the one we got. Where are the aliens? Where are the human?
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Seem to be conscious, be able to introspect. Why are we here?
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This is the thing I told you before about how we can predict that future creatures will be
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different from us. We, our preferences are this amalgam of various sorts of random sort of patched
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together preferences about thirst and sex and sleep and attention and all these sorts of things.
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So we don't understand it very well. It's not very transparent and it's a mess, right?
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That is the source of our motivation. That is how we were made and how we are induced to do things.
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But we can't summarize it very well and we don't even understand it very well.
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That's who we are. And often we find ourselves in a situation where we don't feel very motivated.
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We don't know why. In other situations, we find ourselves very motivated and we don't know why either.
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And so that's the nature of being a human of the sort that we are because even though we can
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think abstractly and reason abstractly, this package of motivations is just opaque and a mess.
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And that's what it means to be a human today and the motivation. We can't very well tell the meaning
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of our life. It is this mess that our descendants will be different. They will actually know exactly
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what they want and it will be to have more descendants. That will be the meaning for them.
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Well, it's funny that you have the certainty. You have more certainty. You have more transparency
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about our descendants than you do about your own self. So it's really interesting to think,
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because you mentioned this about love, that something that's fundamental about love is
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this opaqueness that we're not able to really introspect what the heck it is or all the feelings,
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the complex feelings involved with it. And that's true about many of our motivations.
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And that's what it means to be human of the 20th and the 21st century variety.
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Why is that not a feature that we will choose to persist in civilization then?
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This opaqueness put another way, maintaining a certain mystery about ourselves and about those
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around us. Maybe that's a really nice thing to have. Maybe, but so this is the fundamental
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issue in analyzing the future. What will set the future? One theory about what will set the future
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is, what do we want the future to be? So under that theory, we should sit and talk about what
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we want the future to be, have some conferences, have some conventions, discussion things,
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vote on it maybe, and then hand out off to the implementation people to make the future
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the way we've decided it should be. That's not the actual process that's changed the world
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over history up to this point. It has not been the result of us deciding what we want and making
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it happen. In our individual lives, we can do that and we might decide what career we want or
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where we want to live, who we want to live with. In our individual lives, we often do slowly make
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our lives better according to our plan and our things, but that's not the whole world.
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The whole world so far has mostly been a competitive world where things happen if
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anybody anywhere chooses to adopt them and they have an advantage. And then it spreads and other
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people are forced to adopt it by competitive pressures. So that's the kind of analysis I
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can use to predict the future. And I do use that to predict the future. It doesn't tell us
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it'll be a future we like, it just tells us what it'll be. And it'll be one where we're trying to
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maximize the number of our descendants. And we know that abstractly and directly, and it's not opaque.
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With some probability that's nonzero, that will lead us to become grabby in expanding
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being aggressively out into the cosmos until we meet other aliens.
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The timing isn't clear. We might become grabby and then this happens. These are
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grabbing us and this are both the results of competition, but it's less clear which happens
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first. Does this future excite you or scare you? How do you feel about this whole thing?
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Well, again, I told you compared to sort of a dead cosmology, at least it's energizing and
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having a living story with real actors and characters and agendas, right?
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Right. Yeah. And that's one hell of a fun universe to live in.
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Robin, you're one of the most fascinating, fun people to talk to, brilliant,
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humble, systematic in your analysis. Hold on to my wallet here. What's he looking for?
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I already stole your wallet long ago. I really, really appreciate you spending your valuable
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time with me. I hope you get a chance to talk many more times in the future.
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Thank you so much for sitting down. Thank you.
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Thanks for listening to this conversation with Robin Hansen. To support this podcast,
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please check out our sponsors in the description. And now let me leave you with some words from
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Ray Bradbury. We are an impossibility in an impossible universe. Thank you for listening
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and hope to see you next time.