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Douglas Lenat: Cyc and the Quest to Solve Common Sense Reasoning in AI | Lex Fridman Podcast #221

Douglas Lenat is the founder of Cyc, a 37 year project aiming to solve common-sense knowledge and reasoning in AI. Please support this podcast by checking out our sponsors: - Squarespace: https://lexfridman.com/squarespace and use code LEX to get 10% off - BiOptimizers: http://www.magbreakthrough.com/lex to get 10% off - Stamps.com: https://stamps.com and use code LEX to get free postage & scale - LMNT: https://drinkLMNT.com/lex to get free sample pack - ExpressVPN: https://expressvpn.com/lexpod and use code LexPod to get 3 months free EPISODE LINKS: Douglas's Twitter: https://twitter.com/cycorpai Cyc's Website: https://cyc.com 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: https://www.youtube.com/playlist?list=PLrAXtmErZgOdP_8GztsuKi9nrraNbKKp4 Clips playlist: https://www.youtube.com/playlist?list=PLrAXtmErZgOeciFP3CBCIEElOJeitOr41 OUTLINE: 0:00 - Introduction 1:11 - What is Cyc? 9:17 - How to form a knowledge base of the universe 19:43 - How to train an AI knowledge base 24:04 - Global consistency versus local consistency 48:25 - Automated reasoning 54:05 - Direct uses of AI and machine learning 1:06:43 - The semantic web 1:17:16 - Tools to help Cyc interpret data 1:26:26 - The most beautiful idea about Cyc 1:32:25 - Love and consciousness in AI 1:39:24 - The greatness of Marvin Minsky 1:44:18 - Is Cyc just a beautiful dream? 1:49:03 - What is OpenCyc and how was it born? 1:54:53 - The open source community and OpenCyc 2:05:20 - The inference problem 2:07:03 - Cyc's programming language 2:14:37 - Ontological engineering 2:22:02 - Do machines think? 2:30:47 - Death and consciousness 2:40:48 - What would you say to AI? 2:45:24 - Advice to young people 2:47:20 - Mortality SOCIAL: - Twitter: https://twitter.com/lexfridman - LinkedIn: https://www.linkedin.com/in/lexfridman - Facebook: https://www.facebook.com/lexfridman - Instagram: https://www.instagram.com/lexfridman - Medium: https://medium.com/@lexfridman - Reddit: https://reddit.com/r/lexfridman - Support on Patreon: https://www.patreon.com/lexfridman

Lex FridmanhostDouglas Lenatguest
Sep 15, 20212h 52mWatch on YouTube ↗

CHAPTERS

  1. 0:00 – 1:11

    Introduction

  2. 1:11 – 9:17

    What is Cyc?

  3. 9:17 – 19:43

    How to form a knowledge base of the universe

  4. 19:43 – 24:04

    How to train an AI knowledge base

  5. 24:04 – 48:25

    Global consistency versus local consistency

  6. 48:25 – 54:05

    Automated reasoning

  7. 54:05 – 1:06:43

    Direct uses of AI and machine learning

  8. 1:06:43 – 1:17:16

    The semantic web

  9. 1:17:16 – 1:26:26

    Tools to help Cyc interpret data

  10. 1:26:26 – 1:32:25

    The most beautiful idea about Cyc

  11. 1:32:25 – 1:39:24

    Love and consciousness in AI

  12. 1:39:24 – 1:44:18

    The greatness of Marvin Minsky

  13. 1:44:18 – 1:49:03

    Is Cyc just a beautiful dream?

  14. 1:49:03 – 1:54:53

    What is OpenCyc and how was it born?

  15. 1:54:53 – 2:05:20

    The open source community and OpenCyc

  16. 2:05:20 – 2:07:03

    The inference problem

  17. 2:07:03 – 2:14:37

    Cyc's programming language

  18. 2:14:37 – 2:22:02

    Ontological engineering

  19. 2:22:02 – 2:30:47

    Do machines think?

  20. 2:30:47 – 2:40:48

    Death and consciousness

  21. 2:40:48 – 2:45:24

    What would you say to AI?

  22. 2:45:24 – 2:47:20

    Advice to young people

  23. 2:47:20 – 2:52:55

    Mortality

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