Brain Inspired

BI 145 James Woodward: Causation with a Human Face


Listen Later

Check out my free video series about what's missing in AI and Neuroscience

Support the show to get full episodes, full archive, and join the Discord community.

James Woodward is a recently retired Professor from the Department of History and Philosophy of Science at the University of Pittsburgh. Jim has tremendously influenced the field of causal explanation in the philosophy of science. His account of causation centers around intervention - intervening on a cause should alter its effect. From this minimal notion, Jim has described many facets and varieties of causal structures. In this episode, we discuss topics from his recent book, Causation with a Human Face: Normative Theory and Descriptive Psychology. In the book, Jim advocates that how we should think about causality - the normative - needs to be studied together with how we actually do think about causal relations in the world - the descriptive. We discuss many topics around this central notion, epistemology versus metaphysics, the the nature and varieties of causal structures.

  • Jim's website.
  • Making Things Happen: A Theory of Causal Explanation.
  • Causation with a Human Face: Normative Theory and Descriptive Psychology.

0:00 - Intro

4:14 - Causation with a Human Face & Functionalist approach
6:16 - Interventionist causality; Epistemology and metaphysics
9:35 - Normative and descriptive
14:02 - Rationalist approach
20:24 - Normative vs. descriptive
28:00 - Varying notions of causation
33:18 - Invariance
41:05 - Causality in complex systems
47:09 - Downward causation
51:14 - Natural laws
56:38 - Proportionality
1:01:12 - Intuitions
1:10:59 - Normative and descriptive relation
1:17:33 - Causality across disciplines
1:21:26 - What would help our understanding of causation

...more
View all episodesView all episodes
Download on the App Store

Brain InspiredBy Paul Middlebrooks

  • 4.8
  • 4.8
  • 4.8
  • 4.8
  • 4.8

4.8

134 ratings


More shows like Brain Inspired

View all
Very Bad Wizards by Tamler Sommers & David Pizarro

Very Bad Wizards

2,675 Listeners

Making Sense with Sam Harris by Sam Harris

Making Sense with Sam Harris

26,323 Listeners

Conversations with Tyler by Mercatus Center at George Mason University

Conversations with Tyler

2,459 Listeners

The Quanta Podcast by Quanta Magazine

The Quanta Podcast

536 Listeners

Closer To Truth by Closer To Truth

Closer To Truth

247 Listeners

The Michael Shermer Show by Michael Shermer

The Michael Shermer Show

942 Listeners

Sean Carroll's Mindscape: Science, Society, Philosophy, Culture, Arts, and Ideas by Sean Carroll | Wondery

Sean Carroll's Mindscape: Science, Society, Philosophy, Culture, Arts, and Ideas

4,194 Listeners

The Origins Podcast with Lawrence Krauss by Lawrence M. Krauss

The Origins Podcast with Lawrence Krauss

507 Listeners

Google DeepMind: The Podcast by Hannah Fry

Google DeepMind: The Podcast

203 Listeners

Last Week in AI by Skynet Today

Last Week in AI

311 Listeners

Machine Learning Street Talk (MLST) by Machine Learning Street Talk (MLST)

Machine Learning Street Talk (MLST)

100 Listeners

Dwarkesh Podcast by Dwarkesh Patel

Dwarkesh Podcast

531 Listeners

Theories of Everything with Curt Jaimungal by Theories of Everything

Theories of Everything with Curt Jaimungal

23 Listeners

Clearer Thinking with Spencer Greenberg by Spencer Greenberg

Clearer Thinking with Spencer Greenberg

142 Listeners

Robinson's Podcast by Robinson Erhardt

Robinson's Podcast

265 Listeners