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 [email protected].
#109 - Vaden on The Bayesian Conspiracy [FULL UNEDITED DEBATE]
Vaden manages to penetrate deep into the rationalist stronghold in San Francisco, the Mecca of Yudkowsky himself, and - exactly as we'd all expect - gets into an epistemological standoff. Can he shake a Bayesian's credence in Bayesianism, or does he find in himself a Jaynesian acolyte, ready to make sure that no Dutchman is going to be able to mess with his books?
We discuss
Critical rationalism vs. Bayesianism Toby Ord's doom estimates Asteroids vs. AI risk What probabilities measure Comparing made-up numbers Is probability a law? Cox's theorem and Dutch books COVID models and...#108 - The OpenAI/HuggingFace "incident": Responding to Sam Harris and Ryan Greenblatt
Vaden has been annoyed about the Hugging Face incident for weeks, and the only known cure is yelling
about it on the podcast. Ben, who as usual is more even-headed and objective about the incident (incidentally, he also writes the episode descriptions) plays devil's advocate. Was there ever really a sandbox? Did the agents cheat, or did they just do what they were told? Is terrifying the public good for an IPO? Multiple analogies enter the fray, zero minds are changed, and Saturday Night Live gets the last word.
#107 - Is Too Much Therapy Ruining a Generation?
At 3am, tossing and turning in your bed, have you ever wondered why this generation is full of a bunch of fragile sissies? Journalist Abigail Shrier has, and her answer is: Therapy. Too much God d*** therapy. Is she right? Ben and Vaden read her 2024 book on the subject, Bad Therapy, and discuss it, including the good, the bad, and the preposterous footnotes.
Buy the book here https://www.amazon.com/dp/0593542924 and check out the rest of Shrier's work here https://www.abigailshrier.com/.
We discuss Iatrogenesis and whether there are negative side effects of...#106 - The Successes, Failures, and Grifters of Neuroscience (w/ Tommy Blanchard)
After Jason Arday, the second biggest topic of conversation has of course been the rise of the neuro-grifting guru. And for good reason! Neuroscience has been causing confusion lately. What is the hippocampus up to in there? Is your pre-post-medial-cerebrum-corta-bellum even working properly? What does neuroscience say about whether you should start each day with a slap in the face?
Being incapable of answering these questions ourselves, we're bringing on bonafide neuroscientist and substacker Tommy Blanchard to help us navigate this terrain. Check out Tommy's website and substack, Cognitive Wonderland.
We discuss Models of decision-making in...#105 - The World of Bayesian Statistics (w/ Alex Andorra)
We've spent a long time bashing Bayesian epistemology on the podcast. Unfortunately, this is sometimes taken to mean that we bash all things Bayesian. But our God-fearing listeners will be pleased to learn that we do not bash all things that the Reverend Thomas Bayes stood for. Bayesian statistics, when appropriately separated from epistemology, has many things to teach us. And instead of taking our word for it, we're bringing on an expert in this field: Alex Andorra, a research scientist at Meta and host of the Learning Bayesian Statistics podcast. The Gods Smile.
Check out Alex's...
#104 (C&R Chap 10, Part V) - The Duhem-Quine Thesis
It's only taken us 104 episodes of talking incessantly about Karl Popper to get one of the most important and popular criticisms of falsification: The Duhem-Quine thesis. Should we wrap the podcast here? Is it game over?
We discuss Does AI need more economic thinking? The role of background knowledge in conversation The allure of verificationism The Duhem-Quine thesis The role of competing theories in combatting the thesis Are conspiracies the price we pay for independent thinking? References Michael I. Jordan on ML Street Talk: https://www.youtube.com/watch?v=AREWYbVtX64 Our conversation with Ben Recht: https://www...#103 - AI, Evolution, and The God Test (w/ Robert Wright)
Did you ever see the video of two regular people trying to fight Eddie Hall, the strongest man on earth? Ben and Vaden bring that same energy to this conversation, where they gang up on Robert Wright on the subject of his forthcoming book The God Test: Artificial Intelligence and Our Coming Cosmic Reckoning. Bob is a sport about it (well, there was no choice really: we have an advanced copy of his book that we're holding hostage) and there are only one or two black eyes by the end.
Subscribe to Robert Wright's podcasting empire NonZero...
#102 - Criticizing Crit-rats (w/ Bruce Nielson and Peter Johansen)
Turning on our own! Vaden sits down with Bruce Nielson and Peter Johansen to discuss some of the bad memes that run rampant in the online "crit-rat" community, in an attempt of some intra-tribal error-correction. Ben, scared of the retribution, runs away with his tail uncomfortably close to his thighs.
Follow Bruce and Peter's work on the Theory of Anything Podcast.
Sign up for the Theory of Anything podcast Patreon here, and Check out Peter's Many World of David Deutsch facebook group here.
We discuss Bruce and Peter's origin stories Anarcho-capitalism and its (pseudo...#101 (C&R Chap 10, Part IV) - Was Popper Wrong about Verisimilitude?
Wasn't Popper a falsificationist? Then why did he try to develop ideas about corroboration and versimilitude - the extent to which a theory was closer to truth than another theory? Isn't this verging dangerously close to verificationist territory?
In our fourth ep on Chapter 10 in C&R, we wrestle with Popper's treatment of verisimilutude, both the formal and informal versions. Did the project fail? Was Popper out of his mind? Does this invalidate everything?
We discuss Murders with ball-peen hammers Walking the line between verification and falsification Is science only after truth? Verisimilutude and its formalization ...#100 - Celebrating the Centennial
100 episodes! To celebrate, Vaden tries to get personal with Ben, while Ben dodges his questions and wants to know how Vaden feels about incest. All in all, a pretty typical episode.
The questionsFrom Vaden to Ben:
How is your side hustle going? Who are some of your major influences outside of Popper? How has the Popperian worldview influenced your day-to-day? What is the life of a nomadic academic like? What would you say to people who are considering mathematics as a career? Which charities do you recommend?From Ben to Vaden:
How do...#99 - Debating Trump in Good Faith (w/ Don Robinson)
Ben is hesitant to talk too much about politics on the podcast. So, naturally, we're having a political debate. We have on a pseudonymous guest to talk Trump, MAGA, and what's wrong with the left and the right.
We discuss Trump's politics as trial and error The dynamics of MAGA ICE activity in Minnesota Illegal immigration Would Popper have supported Trump? What does "incrementalism" mean in politics? 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 Become a patreon...#98 (C&R Chap 10, Part III) - What is truth?
"What is Truth?", said jesting podcasters, who then stuck around for an answer. Back at it again with The Conjectures and Refutations Series (part three) on Chapter 10: Truth, Rationality, and the Growth of Scientific Knowledge. Can we say what truth is, even if we can never be certain we've found it? If not, can we say that science is approaching truth? How would we ever know? And why are so many theories of truth untrue?
We discuss Ben's early reflections on Abigail Shrier's book Bad Therapy Why did Popper feel the need to answer this particular "what is"...#97 - Did Effective Altruism Have Ulterior Motives From the Beginning?
Two years without discussing effective altruism -- did you miss it? Not as much as Vaden, surely. And probably a right bit more than Ben.
Well, we're back in the game with a spicy one. Was EA a front for AI safety from the beginning? Did the leaders care not a wit for global poverty? Is Ben going to throw himself out window if Vaden keeps this up?
We discuss Feedback on our introspection episode The motives of the EA founders The felicia forum Is this a conspiracy theory?EA's strategic ambiguity Bostromism, transhumanism, and...
#96 (Bonus) - On the Limits of Introspection
Happy Christmas and Merry Festivus y'all! Today we're releasing a patreon episode, as both of us are away on vacation with the family for the holidays. In this episode we have a meandering discussion about parenting, Robert Kegan's four stages of development, the limits of introspection, and relationship counseling.
We discuss Advice for new fathers Vaden comes out to the world (about snowboarding) Robert Kegan's four stages of development The limits of introspection Countertransference The show Couples Therapy with Dr. Orna Guralnik # Socials Follow us on Twitter at @IncrementsPod, @BennyChugg, @VadenMasrani Come join our discord server! DM us...#95 (C&R Chap 10, Part II) - A Problem-First View of Scientific Progress
After a long hiatus where we both saw grief counsellors over our fight about Popper's theory of content in the last C&R episode, we are back. And we're ready to play nice ... for about 30 seconds until Vaden admits that two sentences from Popper changed his mind about something Ben had arguing for literally years.
But eventually putting those disagreements aside, we return to the subject at hand: The Conjectures and Refutations Series: Chapter 10: Truth, Rationality, and the Growth of Scientific Knowledge (Part II). Here all goes smoothly. Just kidding, we start fighting about content again almost...
#94 - Is AI Just a Tool? (w/ Scott Aaronson)
The time has come for Vaden to defend his faith in the face of cold, hard scientific rationality. Will AI take over the world, automating away everything that makes humans distinct? Or can Vaden defend the church of just-ism, the radical belief that AI is simply "just a tool." Scott Aaronson, professor of computer science at UT Austin, goes to head to head against the zealotry.
Check out Scott's website and his blog, Shtetl Optimized.
We discuss Scott view's on education. Should we radically reform K-12? Is ChatGPT changing Scott's approach to teaching The religion of "...#93 (C&R Chap 10, Part I) - An Introduction to Popper's Theory of Content
Back to basics baby. We're doing a couple introductory episodes on Popper's philosophy of science, following Chapter 10 of Conjectures and Refutations. We start with Popper's theory of content: what makes a good scientific theory? Can we judge some theories as better than others before we even run any empirical tests? Should we be looking for theories with high probability?
Ben and Vaden also return to their roots in another way, and get into a nice little fight about how content relates to Bayesianism.
We discuss Vaden's skin care routine If you find your friend's lost watch...#92 - Confronting the Paradox of Tolerance: Christianity in the age of Trump (w/ Jonathan Rauch)
We're joined by Jonathan Rauch to discuss what it means to be a radical incrementalist, how to foment revolution on geological timescales, and whether Christianity can be a force for good in politics. Can Jon convince angry-Hitchens-atheist Vaden that Christianity has some benefits? Will both Vaden and Ben be at Sunday prayer?
Follow Jonathan on his website, at Brookings, at The Atlantic or on Bluesky.
We discuss The constitution of knowledge and whether it's holding Norms vs laws, and whether we should introduce more laws to codify norms Popper's paradox of tolerance How should liberals respond...#91 - The Uses and Abuses of Statistics (w/ Ben Recht)
Professor of electrical engineering and computer science Ben Recht joins us to defend Bayesianism, AI doom, and assure us that the statisticians have everything under control.
Just kidding. Recht might be even more suspicious of these things than we are. What has statistics ever done for us, really? When was the last time YOU ran a clinical trial after all, huh? HUH? After Ben Chugg defends his life decision to do a PhD in statistics, we talk AI, cults, philosophy, Paul Meehl, and discuss Ben Recht's forthcoming book, The Irrational Decision.
Check out Ben's blog...
#90 (Reaction) - Disbelieving AI 2027: Responding to "Why We're Not Ready For Superintelligence"
Always the uncool kids at the table, Ben and Vaden push back against the AGI hype domininating every second episode of every second podcast. We react to "We're not ready for superintelligence" by 80,000 Hours - a bleak portrayal of the pre and post AGI world. Can Ben keep Vaden's sass in check? Can the 80,000 hours team find enough cubes for AGI? Is Agent-5 listening to you RIGHT NOW?
Listener Note:We strongly recommend watching the video for this one, available both on youtube and spotify:
- https://www.youtube.com/@incrementspod
- https://open.spotify...
#89 (C&R, Chap 6) - Berkeley vs Newton: The Battle Over Gravity
Phlogiston? Elan Vital? Caloric? Mention of any of these at a party, and Neil DeGrasse Tyson will be sure to take you out back and kick you in your essences. So why do "essences" have no place in science? In this episode we explore that question (and dive into some of the history behind this debate) by reading Chapter 6 of Conjectures and Refutations: A Note On Berkeley As Precursor Of Mach And Einstein.
In one corner, we have the estimable Sir Isaac Newton and Roger Coates (and of course Andre the Giant, upon whose shoulders they are...
#88 (Bonus) - Homer's Odyssey
This week we take a break from our regularly scheduled programming to listen to Ben, Rich, and Cam loutishly pontificate on one of the oldest poems in history. That's right, three fiction noobs take on Homer. Ladies, have you ever wondered what your fella is doing when you're out for the evening? Look no further.
The podcast you're listening to is Do You Even Lit? which you can find on any podcast platform and on youtube. The hosts are Richard Meadows, Cam Peters, and some third guy.
Back to increments in a couple weeks! In...
#87 - Gullibility, Belief, and Conformity (with Hugo Mercier)
Ben and Vaden test their French skills and have Hugo Mercier on the podcast to discuss who we trust and what we believe. Are humans gullible? Do we fall for propaganda and advertising campaigns? Do we follow expert consensus or forge ahead as independent thinkers? Can Vaden go for one episode without bringing up Trump?
Hugo Mercier is a research director at the CNRS (Institut Jean Nicod, Paris), where he work with the Evolution and Social Cognition team. Check out his two books: The Enigma of Reason and Not Born Yesterday .
We discuss Mercier's thoughts on...#86 (Reaction) - On Confidence and Evidence: Reacting to Brett Hall and Peter Boghossian (Part 2)
Go fund me page for Dr. Alaa Al-Najjar
Please donate here: https://www.gofundme.com/f/help-dr-alaa-alnajjar-and-her-family-in-gaza
Podcast w/ Dr. Ali Al Najjar
https://open.spotify.com/episode/2f6twY40sjd0zwT0Eks3NXFurther Reading
https://www.thesun.ie/news/15281868/sligo-doctor-ali-al-najjar-nieces-nephew-killed-gaza/
https://www.thejournal.ie/brother-woman-nine-kids-gaza-6717437-May2025/
https://amp.rte.ie/amp/1515399/
https://www.oceanfm.ie/northwest-today-show/fundraiser-launched-after-sligo-doctors-9-nieces-and-nephews-killed-in-gaza-attack-504443
https://www.oceanfm.ie/news/dail-hears-of-devastation-caused-to-sligo-doctors-family-in-gaza-503064
https://m.independent.ie/regionals/sligo/news/sligo-doctors-nine-nephews-and-nieces-killed-in-devastating-gaza-attack/a121298480.html
Back with part two of our reaction to...
#85 (Reaction) - On Confidence and Evidence: Reacting to Brett Hall and Peter Boghossian (Part 1)
We all knew that Vaden would release his inner Youtube debate bro at some point. Well he finally paid Ben enough to do it, and here we are: our first reaction video. Today we're commenting on the video What's the most rational way to know?, a discussion between Brett Hall and Peter Boghossian on the relationship between confidence and evidence. Are we overly confident in our ability to make reaction videos? Evidently.
Check out more from Brett Hall here and Peter Boghossian here.
We discuss What is the relationship between confidence and evidence? The "formal apparatus...#84 - A Primer on Not Born Yesterday by Hugo Mercier
Some thoughts (arguments?) on Hugo Mercier's Not Born Yesterday, which advances the thesis that humans are not as gullible as is commonly thought. This is our second episode on Mercier's work, and we're as intrigued as ever. But this time we have different interpretations of his thesis, so it's a good thing the man himself is coming on soon to sort us out.
We discuss If humans are less gullible than is commonly believed Evolution of Communication Theory Gazelles jumping in the air Are humans too stubborn? Is one of your hosts who shall go unnamed too stubborn? ...#83 - The Anxious Generation Round II: Alternative Explanations
Round two on the anxious generation. Well, honestly, round three. But we had a false start with round two, which is why this episode is a little late in coming. If you want to hear the gory, data-heavy details of our second attempt, you can access the episode by becoming a patron (was there ever a better sell?).
We discuss Whether the rise in self-harm rates was due to reporting changes Whether education and common core could be affecting mental healthWhether cultural pessimism is on the rise Cyberbullying Martin Gurri's thesis on the digital revolution How...
#82 - Are Screens Really That Bad? Critiquing Jon Haidt's "The Anxious Generation"
Anxiety, dispair, loneliness, depression -- all we need is a social media recession! A popular thesis is that All The Bad Things things are on the rise among adolescents because of social media, a view popularized in Jon Haidt's 2024 book The Anxious Generation. Haidt is calling for an end of the "phone-based childhood" and hoping that schools banish all screens for the benefit of its students.
But is it true than social media is causing this mental health crisis? Is it true that there even is a mental health crisis? We do a deep dive into Haidt's...
#81 - What Does Critical Rationalism Get Wrong? (w/ Kasra)
As whores for criticism, we wanted to have Kasra on to discuss his essay The Deutschian Deadend. Kasra claims that Popper and Deutsch are fundamentally wrong in some important ways, and that many of their ideas will forever remain in the "footnotes of the history of philosophy". Does he change our mind or do we change his?
Follow Kasra on twitter and subscribe to his blog, Bits of Wonder.
We discuss Has Popper had of a cultural impact? The differences between Popper, Deutsch, and Deutsch's bulldogs. Is observation really theory laden? The hierarchy of reliability: do...#80 (C&R Series, Chap. 7) - Dare to Know: Immanuel Kant and the Enlightenment
Immanuel Kant was popular at his death. The whole town emptied out to see him. His last words were "it is good". But was his philosophy any good? In order to find out, we dive into Chapter 7 of Conjectures and Refutations: Kant’s Critique and Cosmology, where Popper rescues Kant's reputation from the clutches of the dastardly German Idealists.
We discuss Deontology vs consquentialism vs virtue ethics Kant's Categorical Imperative Kant's contributions to cosmology and politics Kant as a defender of the enlightenment Romanticism vs (German) idealism vs critical rationalism Kant's cosmology and cosmogony Kant's antimony and his pr...#79 (Bonus) - The Mitford Sisters
Hope everyone is having a great holiday! Today we're releasing a short lil' bonus episode from the patreon archives before we get back into the serious and professional business of podcasting in the new year. A few months ago, Vaden appeared on the forthcoming Treacherous Jezebels podcast, to discuss the life of Unity Valkyrie Freeman-Mitford, the most treacherous of jezebels. Her biography is... shall we say... quite something. Even Hitler had to get his rocks off every once and a while.
(Links to Treacherous Jezebels podcast will be added when their website is up!)
We discuss ...#78 - What could Karl Popper have learned from Vladimir Nabokov? (w/ Brian Boyd)
Where do you arrive if you follow Vaden's obsessions to their terminus? You arrive at Brian Boyd, the world expert on the two titanic thinkers of the 20th century: Karl Popper and Vladimir Nabokov.
Boyd wrote his PhD thesis on Nabokov's 1969 novel Ada, impressing Nabokov's wife Vera so much that he was invited to catalogue Nabokov's unpublished archives. This led to Boyd's two-volume biography of Nabokov, which Vera kept on her beside table. Boyd also developed an interest in Popper, and began research for his biography in 1996, which was then promptly delayed as he worked on his...
#77 (Bonus) - AI Doom Debate (w/ Liron Shapira)
Back on Liron's Doom Debates podcast! Will we actually get around to the subject of superintelligent AI this time? Is it time to worry about the end of the world? Will Ben and Vaden emotionally recover from the devastating youtube comments from the last episode?
Follow Liron on twitter (@liron) and check out the Doom Debates youtube channel and podcast.
We discuss Definitions of "new knowledge" The reliance of deep learning on induction Can AIs be creative? The limits of statistical prediction Predictions of what deep learning cannot accomplish Can ChatGPT write funny jokes? Trends versus...#76 (Bonus) - Is P(doom) meaningful? Debating epistemology (w/ Liron Shapira)
Liron Shapira, host of [Doom Debates], invited us on to discuss Popperian versus Bayesian epistemology and whether we're worried about AI doom. As one might expect knowing us, we only got about halfway through the first subject, so get yourselves ready (presumably with many drinks) for part II in a few weeks! The era of Ben and Vaden's rowdy youtube debates has begun. Vaden is jubilant, Ben is uncomfortable, and the world has never been more annoyed by Popperians.
Follow Liron on twitter (@liron) and check out the Doom Debates youtube channel and podcast.
We discuss ...#75 - The Problem of Induction, Relitigated (w/ Tamler Sommers)
When Very Bad Wizards meets Very Culty Popperians. We finally decided to have a real life professional philosopher on the pod to call us out on our nonsense, and are honored to have on Tamler Sommers, from the esteemed Very Bad Wizards podcast, to argue with us about the Problem of Induction. Did Popper solve it, or does his proposed solution, like all the other attempts, "fail decisively"?
(Warning: One of the two hosts maaay have revealed their Popperian dogmatism a bit throughout this episode. Whichever host that is - they shall remain unnamed - apologizes quietly...
#74 - Disagreeing about Belief, Probability, and Truth (w/ David Deutsch)
What do you do when one of your intellectual idols comes on the podcast? Bombard them with disagreements of course. We were thrilled to have David Deutsch on the podcast to discuss whether the concept of belief is a useful lens on human cognition, when probability and statistics should be deployed, and whether he disagrees with Karl Popper on abstractions, the truth, and nothing but the truth.
Follow David on Twitter (@DavidDeutschOxf) or find his website here.
We discuss Whether belief is a fruitful lens through which to analyze ideas Whether a non-quantitative form of belief...#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...
#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...
#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...#70 - ... and Bayes Bites Back (w/ Richard Meadows)
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 with an uncertain world? Is this why the Bayesian rationalists have so much cultural influence (and money, and fame, and media attention, and ...), and we, ahem, uhhh, don't?
Check out Rich's website, his book Optionality: How to Survive and Thrive in...