The Gradient: Perspectives on AI
The Gradient: Perspectives on AI
Daniel Bashir
Yejin Choi: Teaching Machines Common Sense and Morality
1 hour 16 minutes Posted May 19, 2022 at 4:00 pm.
In episode 26 of The Gradient Podcast, Daniel Bashir speaks to Yejin Choi, professor of Computer Science at the University of Washington, and senior research manager at the Allen Institute for Artificial Intelligence.Subscribe to The Gradient Podcast:  Apple Podcasts  | Spotify | Pocket Casts | RSSFollow The Gradient on TwitterSections:
Intro
Getting Started in the Winter
Has NLP lost its way?
The Mosaic Project, Commonsense Intelligence
A Priori Intuitions and Common Sense in Machines
Abductive Reasoning
Benchmarking Common Sense
DeLorean and COMET - Algorithms for Commonsense Reasoning
Positive and Negative uses of Commonsense Models
Moral Reasoning
Descriptive Morality, Meta-Ethical Concerns
Potential Misuse
Future Work
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Show notes
In episode 26 of The Gradient Podcast, Daniel Bashir speaks to Yejin Choi, professor of Computer Science at the University of Washington, and senior research manager at the Allen Institute for Artificial Intelligence.Subscribe to The Gradient Podcast:  Apple Podcasts  | Spotify | Pocket Casts | RSSFollow The Gradient on TwitterSections:(00:00) Intro(01:42) Getting Started in the Winter(09:17) Has NLP lost its way?(12:57) The Mosaic Project, Commonsense Intelligence(18:20) A Priori Intuitions and Common Sense in Machines(21:35) Abductive Reasoning(24:49) Benchmarking Common Sense(33:00) DeLorean and COMET - Algorithms for Commonsense Reasoning(43:30) Positive and Negative uses of Commonsense Models(49:40) Moral Reasoning(57:00) Descriptive Morality, Meta-Ethical Concerns(1:04:30) Potential Misuse(1:12:15) Future Work(1:16:23) OutroEpisode Links:* Yejin’s Homepage* The Curious Case of Commonsense Intelligence in Daedalus* Common Sense Comes Close to Computers in Quanta* Can Computers Learn Common Sense? in The New Yorker Get full access to The Gradient at thegradientpub.substack.com/subscribe