
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

Jul 2, 2020 • 1h 17min
#6 - Philosophy of Probability I: Introduction
Don't leave yet - we swear this will be more interesting than it sounds ... ... But a drink will definitely help. Ben and Vaden dive into the interpretations behind probability. What do people mean when they use the word, and why do we use this one tool to describe different concepts. The rowdiness truly kicks in when Vaden releases his pent-up critique of Bayesianism, thereby losing both his friends and PhD position. But at least he's ingratiated himself with Karl Popper. References:Vaden's Slides on a 1975 paper by Irving John Good titled Explicativity, Corroboration, and the Relative Odds of Hypotheses. The paper is I.J. Good’s response to Karl Popper, and in the presentation I compare the two philosophers’ views on probability, epistemology, induction, simplicity, and content.Diversity in Interpretations of Probability: Implications for Weather ForecastingAndrew Gelman, Philosophy and the practice of Bayesian statisticsPopper quote: "Those who identify confirmation with probability must believe that a high degree of probability is desirable. They implicitly accept the rule: ‘Always choose the most probable hypothesis!’ Now it can be easily shown that this rule is equivalent to the following rule: ‘Always choose the hypothesis which goes as little beyond the evidence as possible!’ And this, in turn, can be shown to be equivalent, not only to ‘Always accept the hypothesis with the lowest content (within the limits of your task, for example, your task of predicting)!’, but also to ‘Always choose the hypothesis which has the highest degree of ad hoc character (within the limits of your task)!’" (Conjectures and Refutations p.391) Get in touch at incrementspodcast@gmail.com.audio updated 13/12/2020Support Increments

Jun 18, 2020 • 1h 17min
#5 - Incrementalism Revisited: Defund the Police
In their first somber episode, Ben and Vaden discuss the protests and political tensions surrounding the murder of George Floyd. They talk about defunding the police, the importance of philosophy in politics, and honest conversation as the only peaceful means of error-correction. References: https://8cantwait.org/https://www.8toabolition.com/Study which found that body cameras did not have a statistically significant effect. Errata: Ta-Nehisi Coates quote is "essential below" not "eternal under". Full quote is: "It is truly horrible to understand yourself as the essential below of your country."Things That Make White People Uncomfortable was written by Michael Bennett, not Michael BarnetLove and complaints both welcome at incrementspodcast@gmail.com. Support Increments

Jun 8, 2020 • 1h 31min
#4 - The Hubris of Computer Scientists
Are computer scientists recklessly applying their methods to other fields without sufficient thoughtfulness? What are computer scientists good for anyway? Ben, in true masochistic fashion, worries that computer scientists are overstepping their bounds. Vaden analyzes his worries with a random forest and determines that they are only 10% accurate, but then proceeds to piss of his entire field by arguing that we're nowhere close to true artificial intelligence. References"Good" isn't good enough, Ben Green. "How close are we to creating artificial intelligence?", David Deutsch, Aeon"Artificial Intelligence - The Revolution Hasn't Happened Yet", Michael Jordan, Medium"Deep Learning: A Critical Appraisal", Gary MarcusErrata Vaden says "every logarithmic curve starts with exponential growth". This should be "every logistic curve stats with exponential growth". Vaden says "95 degree accuracy". This should be "95 percent accuracy." The three main rationalists were Descarte, Spinoza, and Leibniz, and the three main empiricists were Bacon, Locke, and Hume. (Not whatever Vaden said) Support Increments

May 25, 2020 • 1h 23min
#3 - Incrementalism vs Revolution: Prison Abolition
The hosts debate between incremental reforms and radical change in prison abolition, discussing the harms of incremental reforms. They explore critiques of the current prison system and restorative justice as an alternative. The conversation delves into the philosophical implications of incrementalism and revolution, using historical examples to analyze the benefits of each approach.

11 snips
May 22, 2020 • 1h 30min
#2 - Consequentialism II: Strange Beliefs
The podcast delves into topics like moral decision-making perspectives, differing beliefs, valuing future generations, and ethical implications of long-term consequentialism. Discussions also cover career decision-making, hidden motivations, radical proposals, and the debate between radical reform and incremental change within a liberal community.

31 snips
May 21, 2020 • 1h 7min
#1 - Consequentialism I: Epistemic Modesty
In this podcast, the hosts discuss epistemic modesty, moral decision-making systems, and the balance between personal convictions and expert opinions. They explore topics like the impact of raising the minimum wage, taxation policies, moral uncertainty, and the importance of diverse perspectives in ethical decision-making.

May 19, 2020 • 8min
#0 - Introduction
Ben and Vaden attempt to justify why the world needs another podcast, and fail. Support Increments