
Increments
Vaden Masrani, a senior research scientist in machine learning, and Ben Chugg, a PhD student in statistics, 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.
Latest episodes

17 snips
Oct 1, 2024 • 1h 32min
#74 - Disagreeing about Belief, Probability, and Truth (w/ David Deutsch)
David Deutsch, an influential thinker and author renowned for his contributions to the philosophy of science and quantum computation, takes center stage. He delves into whether belief is a useful lens for understanding cognition and debates the role of probability in meaningful analysis. The conversation challenges the limits of Bayesian reasoning, explores the complexities of truth, and critiques Popper's theories. Deutsch also reflects on the intricacies of language, creativity, and how they intersect with our understanding of reality.

Sep 13, 2024 • 1h 25min
#73 - The Unfairness of Proportional Representation
Want to make everyone under 30 extremely angry? Tell them you don't like proportional representation. Tell them proportional representation sucks, just like recycling. In this episode, we continue to improve your popularity at parties by diving into Sir Karl's theory of democracy, and his arguments for why the first-past-the-post electoral system is superior to proportional representation systems. And if you find anyone left at the party who still wants to talk to you, we also cover Chapter 13 of Beginning of Infinity, where Deutsch builds upon Popper's theory. And always remember,
First-Past-The-Post: If it's good enough for the horses, it's good enough for us.
We discuss
Why democracy should be about the removal of bad leaders
How Popper's conception of democracy differs from the usual conception
Why Popper supports first-past-the-post (FPP) over proportional representation (PR)
How PR encourages backroom dealing and magnifies the influence of unpopular leaders
The sensitivity of FPP to changes to popular will
How FPP makes it easier to obtain majorities
How majorities make it easier to trace the consequences of policies
Deutsch and his criticism of compromise-policies.
References
Popper on democracy (economist piece).
Vaden's blog post
Chapter 13: Choices of The Beginning of Infinity
Socials
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Aug 27, 2024 • 51min
#72 (C&R, Chap. 19: Part II) - On the (alleged) Right of a Nation to Self-Determination
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-determination. Things were going smoothly ... until roughly five minutes in, when we start disagreeing about what the "nation" in "nation state" actually means.
(Note: Early listeners of this episode have commented that this one is a bit hard to follow - highly suggest reading the text to compensate for our many confusing digressions. Our bad, our bad).
We discuss
Are there any benefits of being bilingual?
Popper's attack on the idea of national self-determination
Popper's second thesis: that out own free world is by far the best society thus far
Reductions in poverty, unemployment, sickness, pain, cruelty, slavery, discrimination, class differences
Popper's third thesis: The relation of progress to war
Whether Popper was factually correct about his claim that democracies do not wage wars of aggression
Self-accusation: A unique feature to Western societies
Popper's fourth thesis about the power of ideas
And his fifth thesis that truth is hard to come by
References
Conjectures and Refutations
Definition of self-determination from Cornell Law School
The UN Charter
Wilson's 14 Points
Quotes
The absurdity of the communist faith is manifest. Appealing to the belief in human freedom, it has produced a system of oppression without parallel in history.
But the nationalist faith is equally absurd. I am not alluding here to Hitler’s racial myth. What I have in mind is, rather, an alleged natural right of man— the alleged right of a nation to self-determination. That even a great humanitarian and liberal like Masaryk could uphold this absurd- ity as one of the natural rights of man is a sobering thought. It suffices to shake one’s faith in the wisdom of philosopher kings, and it should be contemplated by all who think that we are clever but wicked rather than good but stupid. For the utter absurdity of the principle of national self-determination must be plain to anybody who devotes a moment’s effort to criticizing it. The principle amounts to the demand that each state should be a nation-state: that it should be confined within a natural border, and that this border should coincide with the location of an ethnic group; so that it should be the ethnic group, the ‘nation’, which should determine and protect the natural limits of the state.
But nation-states of this kind do not exist. Even Iceland—the only exception I can think of—is only an apparent exception to this rule. For its limits are determined, not by its ethnic group, but by the North Atlantic—just as they are protected, not by the Icelandic nation, but by the North Atlantic Treaty. Nation-states do not exist, simply because the so-called ‘nations’ or ‘peoples’ of which the nationalists dream do not exist. There are no, or hardly any, homogenous ethnic groups long settled in countries with natural borders. Ethnic and linguistic groups (dialects often amount to linguistic barriers) are closely intermingled everywhere. Masaryk’s Czechoslovakia was founded upon the principle of national self-determination. But as soon as it was founded, the Slovaks demanded, in the name of this principle, to be free from Czech domination; and ultimately it was destroyed by its German minority, in the name of the same principle. Similar situations have arisen in practically every case in which the principle of national self- determination has been applied to fixing the borders of a new state: in Ireland, in India, in Israel, in Yugoslavia.
There are ethnic minorities everywhere. The proper aim cannot be to ‘liberate’ all of them; rather, it must be to protect all of them. The oppression of national groups is a great evil; but national self-determination is not a feasible remedy. Moreover, Britain, the United States, Canada, and Switzerland, are four obvious examples of states which in many ways violate the nationality principle. Instead of having its borders determined by one settled group, each of them has man- aged to unite a variety of ethnic groups. So the problem does not seem insoluble.
C&R, Chapter 19
How anybody who had the slightest knowledge of European history, of the shifting and mixing of all kinds of tribes, of the countless waves of peoples who had come forth from their original Asian habitat and split up and mingled when reaching the maze of peninsulas called the European continent, how anybody who knew this could ever have put forward such an inapplicable principle, is hard to understand.
Open Society, Page 355
The nationalist religion is strong. Many are ready to die for it, fer- vently believing that it is morally good, and factually true. But they are mistaken; just as mistaken as their communist bedfellows. Few creeds have created more hatred, cruelty, and senseless suffering than the belief in the righteousness of the nationality principle; and yet it is still widely believed that this principle will help to alleviate the misery of national oppression. My optimism is a little shaken, I admit, when I look at the near-unanimity with which this principle is still accepted, even today, without any hesitation, without any doubt—even by those whose political interests are clearly opposed to it.
C&R, Chapter 19
In spite of our great and serious troubles, and in spite of the fact that ours is surely not the best possible society, I assert that our own free world is by far the best society which has come into existence during the course of human history.
C&R, Chapter 19
But before examining these facts more closely, I wish to stress that I am very much alive to other facts also. Power still corrupts, even in our world. Civil servants still behave at times like uncivil masters. Pocket dictators still abound; and a normally intelligent man seeking medical advice must be prepared to be treated as a rather tiresome type of imbecile, if he betrays an intelligent interest—that is, a critical interest—in his physical condition.
C&R, Chapter 19
I have in mind the standards and values which have come down to us through Christianity from Greece and from the Holy Land; from Socrates, and from the Old and New Testaments.
C&R, Chapter 19
My third thesis is that since the time of the Boer War, none of the democratic governments of the free world has been in a position to wage a war of aggression. No democratic government would be united upon the issue, because they would not have the nation united behind them. Aggressive war has become almost a moral impossibility.
C&R, Chapter 19
I believe that it is most important to say what the free world has achieved. For we have become unduly sceptical about ourselves. We are suspicious of anything like self-righteousness, and we find self-praise unpalatable. One of the great things we have learned is not only to be tolerant of others, but to ask ourselves seriously whether the other fellow is not perhaps in the right, and altogether the better man. We have learned the fundamental moral truth that nobody should be judge in his own cause. This, no doubt, is a symptom of a certain moral maturity; yet one may learn a lesson too well. Having discovered the sin of self-righteousness, we have fallen into its stereotyped inversion: into a stereotyped pose of self-depreciation, of inverted smugness. Having learned that one should not be judge in one’s own cause, we are tempted to become advocates for our opponents. Thus we become blind to our own achievements. But this tendency must be resisted.
C&R, Chapter 19
Thus we learnt not only to tolerate beliefs that differ from ours, but to respect them and the men who sincerely held them. But this means that we slowly began to differentiate between sincerity and dogmatic stub- bornness or laziness, and to recognize the great truth that truth is not manifest, not plainly visible to all who ardently want to see it, but hard to come by. And we learnt that we must not draw authoritarian conclu- sions from this great truth but, on the contrary, suspect all those who claim that they are authorized to teach the truth.
C&R, Chapter 19
# Socials
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Form a nation and liberate yo' selves over at incrementspodcast@gmail.com. Support Increments

Aug 2, 2024 • 1h 13min
#71 (C&R, Chap 19: Part I) - The History of Our Time: An Optimist's View
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 people are fundamentally good, fundamentally bad, or fundamentally driven by signalling and incentives. And we finally answer the all-important question on everyone's mind: Does Adolf Eichmann support defunding the police? Banal Lives Matter.
We discuss
Thoughts on the recent Trump assasination attempt
How can Popper be an optimist with prophesying about the future?
The scarcity value of optimism
Russell's view that our intellectual development has outrun our moral development
Relationship of this view to the orthogonality thesis
Popper's competing view that our troubles arise because we are good but stupid
How much can incentives compel us to do bad things?
How easy it for humans to really be led by the nose
Ben's experience during the summer of 2020
References
Conjectures and Refutations
Orthogonality thesis
Eichmann in Jerusalem by Hannah Arendt
Adam Smith's thought experiment about losing a pinky
Radiolab episode, "The Bad Show"
Quotes
Now I come to the word ‘Optimist’. First let me make it quite clear that if I call myself an optimist, I do not wish to suggest that I know anything about the future. I do not wish to pose as a prophet, least of all as a historical prophet. On the contrary, I have for many years tried to defend the view that historical prophecy is a kind of quackery. I do not believe in historical laws, and I disbelieve especially in anything like a law of progress. In fact, I believe that it is much easier for us to regress than to progress.
Though I believe all this, I think that I may fairly describe myself as an optimist. For my optimism lies entirely in my interpretation of the present and the immediate past. It lies in my strongly appreciative view of our own time. And whatever you might think about this optimism you will have to admit that it has a scarcity value. In fact the wailings of the pessimists have become somewhat monotonous. No doubt there is much in our world about which we can rightly complain if only we give our mind to it; and no doubt it is sometimes most important to find out what is wrong with us. But I think that the other side of the story might also get a hearing.
And whatever you might think about this optimism you will have to admit that it has a scarcity value. In fact the wailings of the pessimists have become somewhat monotonous. No doubt there is much in our world about which we can rightly complain if only we give our mind to it; and no doubt it is sometimes most important to find out what is wrong with us. But I think that the other side of the story might also get a hearing.
We have become very clever, according to Russell, indeed too clever. We can make lots of wonderful gadgets, including television, high-speed rockets, and an atom bomb, or a thermonuclear bomb, if you prefer. But we have not been able to achieve that moral and political growth and maturity which alone could safely direct and control the uses to which we put our tremendous intellectual powers. This is why we now find ourselves in mortal danger. Our evil national pride has prevented us from achieving the world-state in time.To put this view in a nutshell: we are clever, perhaps too clever, but we are also wicked; and this mixture of cleverness and wickedness lies at the root of our troubles.
My first thesis is this. We are good, perhaps a little too good, but we are also a little stupid; and it is this mixture of goodness and stupidity which lies at the root of our troubles.
The main troubles of our time—and I do not deny that we live in troubled times—are not due to our moral wickedness, but, on the contrary, to our often misguided moral enthusiasm: to our anxiety to better the world we live in. Our wars are fundamentally religious wars; they are wars between competing theories of how to establish a better world. And our moral enthusiasm is often misguided, because we fail to realize that our moral principles, which are sure to be over-simple, are often difficult to apply to the complex human and political situations to which we feel bound to apply them.
(All Popper)
“The real problem of humanity is the following: We have Paleolithic emotions, medieval institutions and godlike technology. And it is terrifically dangerous, and it is now approaching a point of crisis overall.”
- EO Wilson
Socials
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What do Benny Chugg and Adolf Eichmann have in common? I mean, what don't they have in common? Tell us over at incrementspodcast@gmail.com. Support Increments

5 snips
Jul 9, 2024 • 1h 31min
#70 - ... and Bayes Bites Back (w/ Richard Meadows)
Richard Meadows, a finance journalist and author of "Optionality: How to Survive and Thrive in a Volatile World," dives into the nuances of Bayesian reasoning. He questions whether Bayesian rationality is the best way to navigate uncertainty and discusses its cultural influence in contrast to other approaches. The conversation touches on the differences between truth and certainty, the nature of evidence in science, and the importance of open-mindedness in belief formation. Meadows challenges listeners to rethink their views and engage with these complex ideas.

Jun 20, 2024 • 1h 45min
#69 - Contra Scott Alexander on Probability
This discussion takes a critical dive into Bayesian versus frequentist probabilities, questioning Scott Alexander's arguments and their implications for communication. The hosts explore the intricacies of probability modeling and the pitfalls of overconfidence in probabilistic reasoning, especially in high-stakes situations. They also tackle controversial therapies, reflecting on societal views toward individuals with pedophilic attractions. Additionally, the nuances of super forecasting and the challenges within AI discussions reveal the complexities surrounding probability interpretation.

May 30, 2024 • 1h 50min
#68 - Libertarianism IV: Political Issues (w/ Bruce Nielson)
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 branch of physics? And what do Milton and Ludwig have to say about all this? Warning: we get a little meta with this one...
We discuss
Is the government effective at doing anything?
What's the use of thinking counterfactually?
Is it just market failures all the way down?
Three kinds of anarcho-capitalists
The economic calculation problem
Is an economic theory necessarily political?
What to make of the claim that austrian economics is like physics
But wait, isn't it also metaphysics?
References
Scott's FAQ
Napolean science funding:
Canned food
More readings
Bruce's Theory of Anything Pod and on twitter at @bnielson01
Vaden's blog posts on Libertarianism:
First: Is Austrian Economics the Best Explanation of Economics?
Second: Can we predict human behaviour? A discussion with Brett Hall
Quotes
The Argument: Government can’t do anything right. Its forays into every field are tinged in failure. Whether it’s trying to create contradictory “state owned businesses”, funding pet projects that end up over budget and useless, or creating burdensome and ridiculous “consumer protection” rules, its heavy-handed actions are always detrimental and usually embarrassing.
...
The Counterargument: Government sometimes, though by no means always, does things right, and some of its institutions and programs are justifiably considered models of efficiency and human ingenuity. There are various reasons why people are less likely to notice these.
- Scott's FAQ
7.1.1: Okay, fine. But that’s a special case where, given an infinite budget, they were able to accomplish something that private industry had no incentive to try. And to their credit, they did pull it off, but do you have any examples of government succeeding at anything more practical?
Eradicating smallpox and polio globally, and cholera and malaria from their endemic areas in the US. Inventing the computer, mouse, digital camera, and email. Building the information superhighway and the regular superhighway. Delivering clean, practically-free water and cheap on-the-grid electricity across an entire continent. Forcing integration and leading the struggle for civil rights. Setting up the Global Positioning System. Ensuring accurate disaster forecasts for hurricanes, volcanoes, and tidal waves. Zero life-savings-destroying bank runs in eighty years. Inventing nuclear power and the game theory necessary to avoid destroying the world with it.
Socials
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May 9, 2024 • 1h 46min
#67 - Libertarianism III: Social Issues (w/ Bruce Nielson)
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 estimable Bruce Nielson (@bnielson) helps guide is through the thorny wicket of libertarian thought.
We discuss
Do the poor deserve to be poor? Waddabout the rich?
Is dogmatism ever a good thing?
Is social mobility determined in part by parental wealth?
Is this due to genetics, culture, upbringing or something else?
The chances of escaping the lower class
Does government regulation increase social mobility?
Why progressive taxation makes sense
References
David Friedman's response
Bruce's Theory Of Anything podcast
Popperian/Deutschian FB group: Many Worlds of David Deutsch
On dogmatism:
Bruce's episode: https://podcasters.spotify.com/pod/show/four-strands/episodes/Episode-51-Was-Karl-Popper-Dogmatic-e1obs0m/a-a2hb64g
Ben's blog post: https://benchugg.com/writing/dogmatism/
Vaden's blog posts on Libertarianism:
First: Is Austrian Economics the Best Explanation of Economics?
Second: Can we predict human behaviour? A discussion with Brett Hall
Quotes
The Argument:
Those who work hardest (and smartest) should get the most money. Not only should we not begrudge them that money, but we should thank them for the good they must have done for the world in order to satisfy so many consumers.
People who do not work hard should not get as much money. If they want more money, they should work harder. Getting more money without working harder or smarter is unfair, and indicative of a false sense of entitlement.
Unfortunately, modern liberal society has internalized the opposite principle: that those who work hardest are greedy people who must have stolen from those who work less hard, and that we should distrust them at until they give most of their ill-gotten gains away to others. The “progressive” taxation system as it currently exists serves this purpose.
This way of thinking is not only morally wrong-headed, but economically catastrophic. Leaving wealth in the hands of the rich would “make the pie bigger”, allowing the extra wealth to “trickle down” to the poor naturally.
The Counterargument:
Hard work and intelligence are contributory factors to success, but depending on the way you phrase the question, you find you need other factors to explain between one-half and nine-tenths of the difference in success within the United States; within the world at large the numbers are much higher.
If a poor person can’t keep a job solely because she was lead-poisoned from birth until age 16, is it still fair to blame her for her failure? And is it still so unthinkable to take a little bit of money from everyone who was lucky enough to grow up in an area without lead poisoning, and use it to help her and detoxify her neighborhood?
Socials
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Do your part to increase social mobility by sending your hard-earned money to: incrementspodcast@gmail.com Special Guest: Bruce Nielson.Support Increments

Apr 18, 2024 • 1h 7min
#66 - Sex Research, Addiction, and Financial Domination (w/ Aella)
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 hypothesis against her huge, thick, dataset.
We discuss
How to describe what Aella does
Aella's bangin' birthday party
The state of sex research
Conservative and neo-trad pushback and whether Aella is immune from cancellation
Are men calibrated when it comes to predicting women's sexual preferences?
The wild world of findom (financial domination)
Is findom addiction worse than other addictions?
Differences between camming and OnlyFans
Can a fetish ever be considered self-harm?
Plus some live hypothesis testing! Does Vaden's hypothesis survive...?
Aella's forthcoming journal based on Rationalist principles
References from the ep
Aella's good at sex series
Aella's website
Aella's blogpost on Fetish Tabooness vs Popularity
"I spent $3,400 in a single day on financial domination": financial-domination addict James
Clip starts at 12:25
Findom Addicts Anonymous
Fetlife bans Findom
Domme won't let me quit (unethical), addicted to findom, please help | Reddit
I don't feel bad for subs that are addicted to findom.
Findom References
(additional sources used for episode prep that weren't mention in the episode)
Random Men Pay My Bills | BBC Podcast
Interview with a Recovering Paypig - A Financial Domination Addict
FINDOM is not FEMDOM
Confessions of a 'Pay Pig': Why I Give Away Money to Dominant Women I Meet Online
Special Episode on Findoms... | The Kink Perspective Podcast
She Gets Paid Just to Humiliate Her Fans | New York Times
Socials
Follow us on Twitter at @IncrementsPod, @BennyChugg, @VadenMasrani
Come join our discord server! DM us on twitter or send us an email to get a supersecret link
Help us put heads in toilets and get exclusive bonus content by becoming a patreon subscriber here. Or give us one-time cash donations to help cover our lack of cash donations here.
Click dem like buttons on youtube
Send us $500 and call us your Queen, you steaming pile of s***: incrementspodcast@gmail.com Special Guest: Aella.Support Increments

Mar 28, 2024 • 1h 33min
#65 - Libertarianism II: Economic Issues (w/ Bruce Nielson)
Bruce Nielson, an economic expert, discusses libertarian economic issues in this podcast. Topics include coercion, non-aggression principle, externalities, boycotts, irrational choices, and lack of information. The conversation delves into the distinctions between conservatives and libertarians, exploring the nuances of economic critiques within the libertarian view.
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