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Jay McClelland is a cognitive scientist at Stanford. Please support this podcast by checking out our sponsors: Paperspace: https://gradient.run/lex to get $15 credit Skiff: https://skiff.org/lex to get early access Uprising Food: https://uprisingfood.com/lex to get $10 off 1st starter bundle Four Sigmatic: https://foursigmatic.com/lex and use code LexPod to get up to 60% off Onnit: https://lexfridman.com/onnit to get up to 10% off EPISODE LINKS: Jay's Website: https://stanford.edu/~jlmcc/ PODCAST INFO: Podcast website: https://lexfridman.com/podcast Apple Podcasts: https://apple.co/2lwqZIr Spotify: https://spoti.fi/2nEwCF8 RSS: https://lexfridman.com/feed/podcast/ Full episodes playlist: • Lex Fridman Podcast Clips playlist: • Lex Fridman Podcast Clips OUTLINE: 0:00 - Introduction 0:43 - Beauty in neural networks 5:02 - Darwin and evolution 10:47 - The origin of intelligence 17:29 - Explorations in cognition 23:33 - Learning representations by back-propagating errors 29:58 - Dave Rumelhart and cognitive modeling 43:01 - Connectionism 1:05:54 - Geoffrey Hinton 1:07:49 - Learning in a neural network 1:24:42 - Mathematics & reality 1:31:50 - Modeling intelligence 1:42:28 - Noam Chomsky and linguistic cognition 1:56:49 - Advice for young people 2:07:56 - Psychiatry and exploring the mind 2:20:35 - Legacy 2:26:24 - Meaning of life SOCIAL: Twitter: / lexfridman LinkedIn: / lexfridman Facebook: / lexfridman Instagram: / lexfridman Medium: / lexfridman Reddit: / lexfridman Support on Patreon: / lexfridman