PODCAST · Lex Fridman Podcast

2019 年 10 月节目

4 期 · 4 期带分节

  • 10-27Garry Kasparov: Chess, Deep Blue, AI, and Putin
    1. 00:00Introduction
    2. 01:33Love of winning and hatred of losing
    3. 04:54Psychological elements
    4. 09:03Favorite games
    5. 16:48Magnus Carlsen
    6. 23:06IBM Deep Blue
    7. 37:39Morality
    8. 38:59Autonomous vehicles
    9. 42:03Fall of the Soviet Union
    10. 45:50Putin
    11. 52:25Life
  • 10-22Michio Kaku: Future of Humans, Aliens, Space Travel & Physics
    1. 00:00Introduction
    2. 01:14Contact with Aliens in the 21st century
    3. 06:36Multiverse and Nirvana
    4. 09:46String Theory
    5. 11:07Einstein’s God
    6. 15:01Would aliens hurt us?
    7. 17:34What would aliens look like?
    8. 22:13Brain-machine interfaces
    9. 27:35Existential risk from AI
    10. 30:22Digital immortality
    11. 34:02Biological immortality
    12. 37:42Does mortality give meaning?
    13. 43:42String theory
    14. 47:16Universe as a computer and a simulation
    15. 53:16First human on Mars
  • 10-11David Ferrucci: IBM Watson, Jeopardy & Deep Conversations with AI
    1. 00:00Introduction
    2. 01:06Biological vs computer systems
    3. 08:03What is intelligence?
    4. 31:49Knowledge frameworks
    5. 52:02IBM Watson winning Jeopardy
    6. 1:24:21Watson vs human difference in approach
    7. 1:27:52Q&A vs dialogue
    8. 1:35:22Humor
    9. 1:41:33Good test of intelligence
    10. 1:46:36AlphaZero, AlphaStar accomplishments
    11. 1:51:29Explainability, induction, deduction in medical diagnosis
    12. 1:59:34Grand challenges
    13. 2:04:03Consciousness
    14. 2:08:26Timeline for AGI
    15. 2:13:55Embodied AI
    16. 2:17:07Love and companionship
    17. 2:18:06Concerns about AI
    18. 2:21:56Discussion with AGI
  • 10-03Gary Marcus: Toward a Hybrid of Deep Learning and Symbolic AI
    1. 00:00Introduction
    2. 01:37Singularity
    3. 05:48Physical and psychological knowledge
    4. 10:52Chess
    5. 14:32Language vs physical world
    6. 17:37What does AI look like 100 years from now
    7. 21:28Flaws of the human mind
    8. 25:27General intelligence
    9. 28:25Limits of deep learning
    10. 44:41Expert systems and symbol manipulation
    11. 48:37Knowledge representation
    12. 52:52Increasing compute power
    13. 56:27How human children learn
    14. 57:23Innate knowledge and learned knowledge
    15. 1:06:43Good test of intelligence
    16. 1:12:32Deep learning and symbol manipulation
    17. 1:23:35Guitar