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A podcast with episodes loosely tied together by Popper-Deutsch Theory of Knowledge. David Deutsch's 4 Strands tie everything together, so we discuss everything we find interesting be it science, philosophy, computation, politics, or art. But there is a heavy emphasis on the exploration of intelligence and the search for Artificial General Intelligence (AGI). Support this podcast: https://podcasters.spotify.com/pod/show/four-strands/support
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Increments

Ben Chugg and Vaden Masrani

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Vaden Masrani, a senior research scientist in machine learning, and Ben Chugg, a PhD student in statistics at CMU, get into trouble arguing about everything except machine learning and statistics. Coherence is somewhere on the horizon. Bribes, suggestions, love-mail and hate-mail all welcome at incrementspodcast@gmail.com.
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Part two on Chapter 19 of Conjectures and Refutations! Last time we got a little hung up arguing about human behavior and motivations. Putting that disagreement aside, like mature adults, we move on to the rest of the chapter and Popper's remaining theses. In particular, we focus on Popper's criticism of the idea of a nation's right to self-determi…
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Forgive the clickbait title. The episode should probably actually be called "The (Lack of) Problem of Induction" because we primarily cover Popper's refutation of induction in C&R Chapter 8. This episode starts our deep dive into answering the question "What is the difference between a good philosophical explanation and a bad explanation?" To answe…
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Back to the Conjectures and Refutations series, after a long hiatus! Given all that's happening in the world and the associated rampant pessimism, we thought it would be appropriate to tackle Chapter 19 - A History of Our Time: An Optimist's View. We get through a solid fifth of the chapter, at which point Ben and Vaden start arguing about whether …
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Today our guest Ivan Phillips methodically explains what Bayesianism is and is not. Along the way we discuss the validity of critiques made by critical rationalists of the worldview that is derived from Thomas Bayes’s 1763 theorem. Ivan is a Bayesian that is very familiar with Karl Popper's writings and even admires Popper's epistemology. Ivan make…
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Sick of hearing us shouting about Bayesianism? Well today you're in luck, because this time, someone shouts at us about Bayesianism! Richard Meadows, finance journalist, author, and Ben's secretive podcast paramour, takes us to task. Are we being unfair to the Bayesians? Is Bayesian rationality optimal in theory, and the rest of us are just coping …
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This week we discuss the book Orthodoxy by G.K. Chesterton (1908), perhaps the most famous defense of the Christian tradition. We contrast this with Karl Popper’s talk, “Towards a Rational Theory of Tradition” (1948), from his collection of essays, Conjectures and Refutations. We consider: What is the role of tradition in science and knowledge? Is …
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Here Bruce reflects on AI researcher Kenneth Stanley’s assertion that setting specific, measurable goals may actually hinder discovery and innovation, which he writes about in his book, Why Greatness Cannot Be Planned: The Myth of the Objective. How does Stanley’s insight relate to critical rationalism, education, and life in general? We cover topi…
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After four episodes spent fawning over Scott Alexander's "Non-libertarian FAQ", we turn around and attack the good man instead. In this episode we respond to Scott's piece "In Continued Defense of Non-Frequentist Probabilities", and respond to each of his five arguments defending Bayesian probability. Like moths to a flame, we apparently cannot let…
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Is the universal explainer hypothesis falsifiable? How does the concept of universality relate to human minds? Is anything truly beyond human comprehension? And how would you frame universality as an interesting topic at a party? This week we also feature a guest, Dan Gish, a fellow traveler Bruce has connected with on Twitter. Dan (on Twitter) had…
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The final part in a series which has polarized the nation. We tackle -- alongside Bruce Nielson as always -- the remaining part of Scott's FAQ: Political Issues. Can the government get anything right? Has Scott strawmanned the libertarian argument in this section? Is libertarianism an economic theory, a political theory, a metaphysical theory, or a…
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How do humans form 'fuzzy categories'? How does this all relate to essentialism? Is essentialism false? Or is it partially true? And how does this all relate to Critical Rationalism? Picking up where we left off last week, Bruce getsdeeper into Douglas Hofstadter’s ideas on language and the mind and his assertion that “analogy-making lies at the he…
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This is the first of our two part series (that may or may not be released back-to-back) where Bruce delves into the work Douglas Hofstadter, specifically the book Surfaces and Essences. We consider what is the relationship—if there is any—between critical rationalism and Hofstadter's idea that analogy is a core mechanism of human cognition. Is it f…
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Have you ever wanted to be more rich? Have you considered just working a bit harder? Welcome to part III of our libertarian series, where we discuss Part B: Social Issues of Scott Alexander's Anti-Libertarian FAQ, which critiques the libertarian view that if you're rich, you deserve it, and if you're poor, well, you deserve that too. As always, the…
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Here we discuss a 1992 interview with David Deutsch where he makes the case that video games are inherently educational, not addictive, and that children should not be stopped from playing as much as they want. We contrast the view of humans, science, and knowledge promoted there by David Deutsch with the more pessimistic view of thinkers such as J…
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What do you get when you mix nerds and sex research? A deep dive into the world of fetish statistics, men's calibration about women's sexual preferences, and the crazy underground world of financial domination. Stay tuned as Aella walks the boys through the world of gangbangs, camming, OnlyFans, escorting, findom, and even live-tests Vaden's wild h…
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Bruce summarizes his (unique?) understanding of Karl Popper’s epistemology that (possibly?) straddles the line between orthodox and unorthodox and is Influenced both by Deutsch, more old school Popperians, and his own unique interpretation of critical rationalism. Bruce claims that the key difference between regular "folk epistemology" (i.e. how hu…
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In an episode that may (or may not) be his magnum opus, Bruce introduces his term for Karl Popper’s idea that you are only allowed to solve problems with your (scientific) theory by making it more empirical, not less empirical. Bruce makes the case that this is one of Karl Popper’s least appreciated ideas, as all of us are tempted by ad hoc saves t…
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Back at it again, as we coerce you into listening to Part 2 of our four part series on Libertarianism, with Mr. Bruce Nielson (@bnielson01). In this episode we cover the Economic Issues section of Scott Alexander's (non-aggressive and principled) non-libertarian FAQ, and discuss his four major economic critiques of the libertarian view that free an…
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Bruce sympathetically critiques David Deutsch’s concept of “easy to varyness” as a way to judge our explanations. Are our best theories about reality truly hard to vary? Bruce makes the case that Popper’s concept of “ad hocness” may be a strangely interwoven concept. Along the way we get deeper into whether Popperian epistemology is best seen as an…
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Liberty! Freedom! Coercion! Taxes are theft! The State is The Enemy! Bitcoin! Crypto! Down with the central banks! Let's all return to the Gold Standard! Have you encountered such phrases in the wild? Confused, perhaps, as to why an afternoon beer with a friend become an extended diatribe against John Maynard Kaynes? Us too, which is why we're divi…
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Bruce wraps up his epic 6 part series on knowledge and the 'two sources hypothesis' (i.e. Deutsch's theory that all 'knowledge' comes from only two sources: Biological evolution and human minds). What happens if we take all the non-two sources examples of 'adapted information that cause itself to remain so' (e.g. the walking robot, the immune syste…
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Is human creativity algorithmic? What is the difference between an Inspiration and a perspiration algorithm? Can mechanical processes ever create knowledge? What is the relationship between creativity and explanation? If we had the 'inspiration' algorithm today, would it use perspiration? Here Bruce continues his exploration of these issues and mor…
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Do animals create knowledge? Deutsch claims they don't because all their knowledge is in their genes. Yet he admits that animals do have memes! But aren't memes, by definition, knowledge outside the genome? How does Deutsch attempt to deal with these problems with his theory of knowledge? And how well do his arguments hold up? --- Support this podc…
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Close your eyes, and think of a bright and pristine, clean and immaculately run recycling center, green'r than a giant's thumb. Now think of a dirty, ugly, rotting landfill, stinking in the mid-day sun. Of these two scenarios, which, do you reckon, is worse for the environment? In this episode, Ben and Vaden attempt to reduce and refute a few reuse…
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Bruce continues to consider what our best theories tell us about knowledge. Is there something special (or even physically different) about the knowledge created by nature through biological evolution and human minds (i.e. the 'two sources hypothesis')? How should we think about knowledge created in human minds that could take us to the moon and be…
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In the previous episode, Bruce pointed out an apparent contradiction between Deutsch's criteria for knowledge as 'adapted information that causes itself to remain so' and his example of the 'walking robot algorithm' which is a case of adapted information causing itself to remain so but that Deutsch doesn't consider to be knowledge. This time we con…
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Vaden has selfishly gone on vacation with his family, leaving beloved listeners to fend for themselves in the wide world of epistemological confusion. To repair some of the damage, we're releasing an episode of The Theory of Anything Podcast from last June in which Vaden contributed to a roundtable discussion on the principle of optimism. Featuring…
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What is the “two sources hypothesis,” or the idea that there exist only two sources of knowledge in the known universe: Darwinian natural selection and human minds? Does a “genetic programming algorithm” used to make a robot walk create knowledge? Thus begins our deep dive into Deutsch's Theory of Knowledge and particularly his "Two Source Hypothes…
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While you're reading this you're having a thought. Something like "wow, I love the Increments podcast", or "those hosts are some handsome" or "I really wish people would stop talking about free will." Do you have a choice in the matter? Are you free to choose what you're thinking in any given moment, or is it determined by your genetics, environmen…
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What is the “problem of open-endedness”? Bruce explores how what might sound like an esoteric machine-learning issue may actually be interwoven with our deepest theories on evolution, human consciousness, and knowledge creation. Also included: Bruce's guide to how NOT to argue with a Creationist. References: Kenneth Stanley's article: "Open-endedne…
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Today we [finally] have on someone who actually knows what they're actually talking about: Mr. Bruce Nielson of the excellent Theory of Anything Podcast. We bring him on to straighten us out on the topics of creativity, machine intelligence, Turing machines, and computational universality - We build upon our previous conversation way back in Ask Us…
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Here we move three arguments from social media to the podcast. 1. Given Deutsch’s universal explainer hypothesis, does it make sense to say that men commit more crimes due to testosterone? Are humans only 'approximately' Universal Explainers?2. Can anything in reality be simulated? What exactly does it mean to be simulated? 3. Is “heat death” a bum…
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Back to the C&R series baby! Feels goooooood. Need some bar-room explanations for why induction is impossible? We gotchu. Need some historical background on where your boy Isaac got his ideas? We gotchu. Need to know how to refute the irrefutable? Gotchu there too homie, because today we're diving into Conjectures and Refutations, Chapter 8: On the…
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Here we use Nassim Nicholas Taleb’s essay “The Most Intolerant Wins: The Dictatorship of the Small Minority” as a springboard to discuss majority rule, moral progress, knowledge growth, wokism, Karl Popper’s paradox of tolerance, and “big agriculture.” --- Support this podcast: https://podcasters.spotify.com/pod/show/four-strands/support…
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With guest Ivan Phillips, we discuss and debate subjective vs objective morality. Does the concept of objective morality ever make sense given “Hume’s guillotine”? Can humans ever really live as though morality is subjective? Along the way, we take detours into Bayesian epistemology vs critical rationalism. --- Support this podcast: https://podcast…
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Alright people, we made it. Six months, a few breaks, some uncontrollable laughter, some philosophy, many unhinged takes, a little bit of diarrhea and we're here, the last Ask Us Anything. After this we're never answering another God D*** question. Ever. We discuss Do you wish you could change your own interests? Methods of information ingestion Ta…
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How does ChatGPT really work? Is there a relationship between a program like ChatGPT and artificial general intelligence (AGI)? This time we review the famous paper "Sparks of Artificial General Intelligence: Early Experiments with GPT-4" from Microsoft Research as well as Melanie Mitchell's criticisms of it. Other papers mentioned: The Unreasonabl…
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We we're looking for a nice light topic for our patron only episode, so Vaden naturally chosen to chat about the patriarchy. I guess he didn't get into enough trouble in his personal life talking about it so he wanted to make his support and admiration for the patriarchy public. This is a sneak preview into the land of patreon bonus episodes, so be…
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This week we have criminologist Brian Boutwell on again for part 2 of our discussion on critical rationalism and social science. Does all science share the same structure? How do you apply Popper's epistemology to social sciences? Are there laws of human nature? If humans are universal explainers, what does it mean to study our behavior? See episod…
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Perhaps you thought, in your infinite ignorance, that the release of the previous episode marked the end of the age of the AMA! But nay my friends, the age of the AMA has just begun! We'll answer your questions until the cows come home; until Godot arrives; until all the world's babies are potty-trained. Or, at least, until we stop laughing. We dis…
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Bruce Caldwell (a scholar interested in Popper and Hayek) wrote a long paper in the Journal of Economic Literature (March 1991) called 'Clarifying Popper'. In this episode, Bruce Nielson summarizes and discusses Caldwell’s paper on how Popper’s ideas could be applied to economics. How well did Bruce Caldwell do in his goal of clarifying Popper's ep…
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Though our guest Mark Biros is clearly immersed in critical rationalism and the worldview of Popper and Deutsch, he also has some fairly strong criticisms of some of the ideas popular in what could be called the CritRat community. Here we try to work out our differing ideas on environmentalism, epistemology, quantum mechanics, social media, optimis…
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Our argument at the end of last episode spilled over into discord, DMs, and world news, so we felt compelled to dedicate a full episode to addressing the question "Is all thought problem solving?" Some arguments make history, like whether atomic bombs were required in WWII, whether all philosophy is simply a language game, and whether the chicken d…
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Historian Matt Bowman discusses his new book, The Abduction of Betty and Barney Hill: Alien Encounters, Civil Rights, and the New Age in America. Betty and Barney Hill were one of the first and most famous persons who claimed to be abducted by aliens. Aside from being a story about UFOs, their life story hinges on a complicated relationship with re…
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Back again with AUA #3 - we're getting there people! Only, uhh, seven questions to go? Incremental progress baby. Plus, we see a good old Vaden and Ben fight in this one! Thank God, because things were getting a little stale with Vaden hammering on longtermism and Ben on cliodynamics. We cover: Is hypnosis a real thing? Types of universality contai…
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What did David Deutsch get right and wrong in chapter 11, “Time: The First Quantum Concept,” from his first book, Fabric of Reality? Is the flow of time real or an illusion? What does it mean to have free will in a deterministic world? And what are the implications of Bruce’s “Turing world within a Turing world” thought experiment? --- Support this…
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What did Karl Popper really mean by refutation? How are empirical theories special? How do objective criticisms differ from subjective criticisms? What is the difference between a theory and an explanation? We consider these questions with a tangent into the theory that animals don’t have feelings. --- Support this podcast: https://podcasters.spoti…
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Ask us anything? Ask us everything! Back at it again with AUA Part 2/N. We wax poetic and wane dramatic on a number of subjects, including: Ben's dark and despicable hidden historicist tendencies Expounding upon (one of our many) critiques of Bayesian Epistemology Ben's total abandonment of all of his principles Similarities and differences between…
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Brian Boutwell is a professor of criminal justice at the University of Mississippi who specializes in “quantitative genetics, with a focus on environmental and psychological risk factors for antisocial and violent behavior.” He has a TED talk, numerous articles in Quillette, and has been published in many journals. Here we discuss his upcoming meta…
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Is the government hiding a secret UFO recovery program? What should the critical rationalist attitude be towards these kinds of claims? Why exactly would aliens want to hide from us? We discuss these questions and much more. If you missed it, be sure to check out the congressional hearings on UFOs (UAPs). It was actually quite interesting. Mick Wes…
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