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2:10:06EN
Lex Fridman· 2020年8月14日播客 · 2 人对谈You Might Have to Understand the World to Understand the Letter A嘉宾 Dileep George · 主持 Lex FridmanDileep George on recursive cortical networks, why a five-year-old can read any new CAPTCHA, and what the Wright brothers actually learned from birds.模型与训练Neuroscience & AIWorld models+3
1:52:40EN
Lex Fridman· 2019年12月28日播客 · 2 人对谈Without Analogies, There Can Be No Concepts嘉宾 Melanie Mitchell · 主持 Lex FridmanMelanie Mitchell talks with Lex Fridman about why analogy sits at the core of thought, why scaled-up learning still fails at common sense, and why she thinks human-level AI is more than a century away.Deep Learning CritiqueAGI TimelinesAI History+3
35:46EN
Lex Fridman· 2019年11月29日播客 · 2 人对谈You never hear structure: Noam Chomsky on language, cognition, and deep learning嘉宾 Noam Chomsky · 主持 Lex FridmanLex Fridman asks the linguist whether we could talk to aliens, how far language goes in the brain, and whether neural networks tell us anything about the mind.PhilosophyDeep Learning CritiquePhilosophy of Mind+3
1:25:01EN
Lex Fridman· 2019年10月3日播客 · 2 人对谈Gary Marcus: Deep Learning Imitates Intelligence. It Does Not Understand.嘉宾 Gary Marcus · 主持 Lex FridmanOn Lex Fridman's podcast, the NYU emeritus and Rebooting AI co-author argues that perception and reasoning need different tools — and that trustworthy AI is impossible until machines can represent harm, bottles, and intent.模型与训练Deep Learning CritiqueAGI Timelines+3
1:03:13EN
Lex Fridman· 2019年9月30日播客 · 2 人对谈You Can't Have Both Kinds of Fairness, Says Peter Norvig嘉宾 Peter Norvig · 主持 Lex FridmanThe co-author of Artificial Intelligence: A Modern Approach walks Lex Fridman through recidivism scores, utility functions, Lisp, MOOCs, and why human-level intelligence should not be the goal.模型与训练机器学习基础安全与治理+3
1:15:58EN
Lex Fridman· 2019年8月31日播客 · 2 人对谈Human Intelligence Is a Ridiculously Narrow Sliver嘉宾 Yann Lecun · 主持 Lex FridmanYann LeCun tells Lex Fridman why giant nets plus gradient descent broke the textbooks, why "AGI" is the wrong word, and why the next leap is a world model learned like a baby.模型与训练机器学习基础AI research+3
2:09:42EN
Lex Fridman· 2019年7月1日播客 · 2 人对谈The Brain Does Not Classify Images. It Navigates Maps.嘉宾 Jeff Hawkins · 主持 Lex FridmanJeff Hawkins tells Lex Fridman why the neocortex stores the world as thousands of voting reference frames, and why scaling today's networks will not get us there.模型与训练Neuroscience & AI机器学习基础+3
1:20:21EN
Lex Fridman· 2019年1月19日播客 · 2 人对谈Einstein Was the Worst of Five Ph.D. Students嘉宾 Tomaso Poggio · 主持 Lex FridmanMIT neuroscientist Tomaso Poggio on why intelligence is science's deepest problem, and what brains still have to teach machines.模型与训练机器学习基础AI research+3
54:03EN
Lex Fridman· 2018年11月16日播客 · 2 人对谈The Hardest Part of Learning Was Left Out of the Textbooks嘉宾 Vladimir Vapnik · 主持 Lex FridmanVladimir Vapnik tells Lex Fridman why intelligence is the work of inventing predicates that shrink the admissible set of functions, not of fitting a rule to a mountain of data.模型与训练机器学习基础Deep Learning Critique+3