Increments

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.

Episodes

November 6, 2025 84 mins
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 (https://www.scottaaronson....
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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, ...
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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 (https://www.jonathanrauch.com/about.html), at Brookings (https://www.broo...
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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 statist...
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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" (https://www.youtube.com/watch?v=5KVDDfAkRgc) 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? L...
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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...
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July 10, 2025 72 mins
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? (https://doyouevenlit.podbean.com/) which you can find on any podca...
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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 (https://sites.google.com/site/hugomercier/) is a research director at the CNRS (Institut Jean Nicod...
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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/2f6twY40sjd0zwT0Eks3NX Further 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://...
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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? (https://www.youtube.com/watch?v=vNQlmVJxySc&t=3614s&ab_channel=CordialCuriosity), a discussion between Brett Hall and Peter Boghossian on the relationship between confidence and evidence. Are we...
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Some thoughts (arguments?) on Hugo Mercier's Not Born Yesterday (https://www.amazon.com/Not-Born-Yesterday-Science-Believe/dp/0691178704), 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. W...
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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 (https://www.patreon.com/c/Increments) (was there ever a better sell?). We discuss Whether the rise in self-harm rates was due to reporting changes Wheth...
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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 ...
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As whores for criticism, we wanted to have Kasra on to discuss his essay The Deutschian Deadend (https://www.bitsofwonder.co/p/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 (https://x.com/kasratweets) an...
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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 Imperativ...
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December 28, 2024 24 mins
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. Ev...
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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 b...
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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 (https://www.youtube.com/@DoomDebates) and podcast (https://podcasts.apple.com/us/podcast/d...
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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...
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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 h...
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