150 | Simon DeDeo on How Explanations Work and Why They Sometimes Fail

150 | Simon DeDeo on How Explanations Work and Why They Sometimes Fail

You observe a phenomenon, and come up with an explanation for it. That's true for scientists, but also for literally every person. (Why won't my car start? I bet it's out of gas.) But there are literally an infinite number of possible explanations for every phenomenon we observe. How do we invent ones we think are promising, and then decide between them once invented? Simon DeDeo (in collaboration with Zachary Wojtowicz) has proposed a way to connect explanatory values ("simplicity," "fitting the data," etc) to specific mathematical expressions in Bayesian reasoning. We talk about what makes explanations good, and how they can get out of control, leading to conspiracy theories or general crackpottery, from QAnon to flat earthers.

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Simon DeDeo received his Ph.D. in astrophysics from Princeton University. He is currently an Assistant Professor in Social and Decision Sciences at Carnegie Mellon University, and External Professor at the Santa Fe Institute.


Episoder(424)

85 | L.A. Paul on Transformative Experiences and Your Future Selves

85 | L.A. Paul on Transformative Experiences and Your Future Selves

It's hard to make decisions that will change your life. It's even harder to make a decision if you know that the outcome could change who you are. Our preferences are determined by who we are, and the...

24 Feb 20201h 14min

84 | Suresh Naidu on Capitalism, Monopsony, and Inequality

84 | Suresh Naidu on Capitalism, Monopsony, and Inequality

Nations generally want their economies to be rich, robust, and growing. But it's also important to person to ensure that wealth doesn't flow only to a few people, but rather that as many people as pos...

17 Feb 20201h 26min

83 | Kwame Anthony Appiah on Identity, Stories, and Cosmopolitanism

83 | Kwame Anthony Appiah on Identity, Stories, and Cosmopolitanism

The Greek statesman Demosthenes is credited with saying "I am a citizen of the world," and the idea that we should take a cosmopolitan view of our common humanity is a compelling one. Not everyone agr...

10 Feb 20201h 38min

82 | Robin Carhart-Harris on Psychedelics and the Brain

82 | Robin Carhart-Harris on Psychedelics and the Brain

The Convention on Psychotropic Substances was a 1971 United Nations treaty that placed strong restrictions on the use of psychedelic drugs — not only on personal use, but medical and scientific resear...

3 Feb 20201h 17min

81 | Ezra Klein on Politics, Polarization, and Identity

81 | Ezra Klein on Politics, Polarization, and Identity

People have always disagreed about politics, passionately and sometimes even violently. But in certain historical moments these disagreements were distributed without strong correlations, so that any ...

27 Jan 20201h 21min

80 | Jenann Ismael on Connecting Physics to the World of Experience

80 | Jenann Ismael on Connecting Physics to the World of Experience

Physics is simple; people are complicated. But even people are ultimately physical systems, made of particles and forces that follow the rules of the Core Theory. How do we bridge the gap from one kin...

20 Jan 20201h 26min

79 | Sara Imari Walker on Information and the Origin of Life

79 | Sara Imari Walker on Information and the Origin of Life

We are all alive, but "life" is something we struggle to understand. How do we distinguish a "living organism" from an emergent dynamical system like a hurricane, or a resource-consuming chemical reac...

13 Jan 20201h 23min

78 | Daniel Dennett on Minds, Patterns, and the Scientific Image

78 | Daniel Dennett on Minds, Patterns, and the Scientific Image

Wilfrid Sellars described the task of philosophy as explaining how things, in the broadest sense of term, hang together, in the broadest sense of the term. (Substitute "exploring" for "explaining" and...

6 Jan 20202h 1min

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