PODCAST · Lex Fridman Podcast

2019 年 9 月节目

6 期 · 2 期带分节

09-30Peter Norvig: Artificial Intelligence: A Modern Approach63 分钟
1. 00:00Introduction
2. 00:37Artificial Intelligence: A Modern Approach
3. 09:11Covering the entire field of AI
4. 15:42Expert systems and knowledge representation
5. 18:31Explainable AI
6. 23:15Trust
7. 25:47Education – Intro to AI – MOOC
8. 32:43Learning to program in 10 years
9. 37:12Changing nature of mastery
10. 40:01Code review
11. 41:17How have you changed as a programmer
12. 43:05LISP
13. 47:41Python
14. 48:32Early days of Google Search
15. 53:24What does it take to build human-level intelligence
16. 55:14Her
17. 57:00Test of intelligence
18. 58:41Future threats from AI
19. 1:00:58Exciting open problems in AI
09-26Leonard Susskind: Quantum Mechanics, String Theory, and Black Holes58 分钟
1. 00:00Introduction
2. 01:02Richard Feynman
3. 02:09Visualization and intuition
4. 06:45Ego in Science
5. 09:27Academia
6. 11:18Developing ideas
7. 12:12Quantum computers
8. 21:37Universe as an information processing system
9. 26:35Machine learning
10. 29:47Predicting the future
11. 30:48String theory
12. 37:03Free will
13. 39:26Arrow of time
14. 46:39Universe as a computer
15. 49:45Big bang
16. 50:50Infinity
17. 51:35First image of a black hole
18. 54:08Questions within the reach of science
19. 55:55Questions out of reach of science
09-23Regina Barzilay: Deep Learning for Cancer Diagnosis and Treatment78 分钟
09-19Colin Angle: iRobot38 分钟
09-14François Chollet: Keras, Deep Learning, and the Progress of AI57 分钟
09-08Vijay Kumar: Flying Robots57 分钟