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Lex Fridman· 1. Nov. 2020Podcast · 2 StimmenPeople Are Easy to Predict — and They Hate Being Told SoGast: Charles Isbell · Moderation: Lex FridmanGeorgia Tech dean Charles Isbell talks with Lex Fridman about interactive AI, computing as a mindset, and race in America.
2:34:20ENLex Fridman· 30. Aug. 2020Podcast · 2 StimmenIntelligence Is How Efficiently You Acquire Skills You Were Not Prepared ForGast: François Chollet · Moderation: Lex FridmanFrançois Chollet tells Lex Fridman why skill is not intelligence, why GPT-3 is still pattern matching, and why a grid puzzle called ARC still separates children from machines.
1:37:31ENLex Fridman· 14. Juli 2020Podcast · 2 StimmenThe Robot That Brought the Beer Was Being TeleoperatedGast: Sergey Levine · Moderation: Lex FridmanSergey Levine tells Lex Fridman why hardware is almost closed, why common sense has to be lived, and why offline reinforcement learning is the missing on-ramp from logs to robots that keep getting better.
2:00:32ENLex Fridman· 3. Juli 2020Podcast · 2 StimmenSlow Synapses Grow Fast Learners — Warmth Is the Harder ProblemGast: Matt Botvinick · Moderation: Lex FridmanDeepMind neuroscience director Matt Botvinick tells Lex Fridman how prefrontal cortex, meta-reinforcement learning, and dopamine research meet the human question of what a better life with AI would actually look like.
45:31ENLex Fridman· 1. Juli 2020PodcastYou Are Your Own Existence Proof: Karl Friston on Free Energy, Life, and Self-AwarenessModeration: Lex FridmanKarl Friston explains how the free energy principle reframes existence, life, planning, and self-awareness as inference problems.
1:37:28ENLex Fridman· 8. Mai 2020Podcast · 2 StimmenWe Are Still Massively Underestimating Deep LearningGast: Ilya Sutskever · Moderation: Lex FridmanIlya Sutskever tells Lex Fridman why 2012 was about conviction, why bigger models can get worse before they get better, and what he would do with an AGI.
1:12:03ENLex Fridman· 5. Mai 2020Podcast · 2 StimmenMice Don't Get Alzheimer's: Daphne Koller on Disease in a DishGast: Daphne Koller · Moderation: Lex FridmanThe Coursera co-founder and insitro CEO on why most diseases are not one disease, how to turn cells into data, and why overconfident neural nets can kill.
1:12:48ENLex Fridman· 29. Feb. 2020Podcast · 2 StimmenJohn Hopfield's Physics of Mind: Glitches Become FeaturesGast: John Hopfield · Moderation: Lex FridmanThe Princeton physicist walks Lex Fridman from a wobbly London bridge to Hopfield networks, consciousness-as-story, and why his famous model still does not explain learning.
1:45:49ENLex Fridman· 24. Feb. 2020Podcast · 2 StimmenPrediction is not a decision: Michael I. Jordan on markets and the unfinished AI revolutionGast: Michael I. Jordan · Moderation: Lex FridmanThe Berkeley statistician tells Lex Fridman that today's systems are a proto-engineering field, and that the hard work is connecting producers and consumers — not imitating minds.
1:44:55ENLex Fridman· 14. Feb. 2020Podcast · 2 StimmenIf You Need 60,000 Digits, You Have Not Found IntelligenceGast: Vladimir Vapnik · Moderation: Lex FridmanVladimir Vapnik tells Lex Fridman that intelligence is the art of shrinking a sea of functions with a few good predicates — and that MNIST, solved with sixty examples per class, is the test.
26:02ENLex Fridman· 9. Feb. 2020PodcastMoore’s Law Is Not Dead—It Is a Cascade of S-CurvesModeration: Lex FridmanJim Keller explains why transistor scaling keeps outrunning its obituary, and how exponential hardware changes the mathematics AI can attempt.
1:18:41ENLex Fridman· 14. Jan. 2020Podcast · 2 StimmenThe SS Soldier Who Hugged a Jewish Boy, and the Systems That Still Fool UsGast: Daniel Kahneman · Moderation: Lex FridmanDaniel Kahneman on System 1, deep learning that does not know what it is saying, and why a machine that must call a human is almost as hard as a machine that never needs one.
1:23:01ENLex Fridman· 11. Dez. 2019Podcast · 2 StimmenYou Cannot Ask a Question You Have No Words ForGast: Judea Pearl · Moderation: Lex FridmanA teenager spent three days in bed with a fever after learning that geometry could be done in algebra — then spent a career giving cause and effect a mathematics.
35:46ENLex Fridman· 29. Nov. 2019Podcast · 2 StimmenYou never hear structure: Noam Chomsky on language, cognition, and deep learningGast: Noam Chomsky · Moderation: 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.
49:53ENLex Fridman· 25. Nov. 2019Podcast · 2 StimmenGilbert Strang still teaches with thick chalk and four subspacesGast: Gilbert Strang · Moderation: Lex FridmanThe MIT linear-algebra legend talks with Lex Fridman about OpenCourseWare, singular values, neural nets as a million folds, and why calculus hogged the undergraduate timetable.
1:48:55ENLex Fridman· 19. Nov. 2019Podcast · 2 StimmenThree Fairness Rules That Cannot All Be TrueGast: Michael Kearns · Moderation: Lex FridmanMichael Kearns tells Lex Fridman why algorithmic fairness is messier than privacy, and why a Pareto curve belongs in front of the people who actually have to choose.
1:03:13ENLex Fridman· 30. Sept. 2019Podcast · 2 StimmenYou Can't Have Both Kinds of Fairness, Says Peter NorvigGast: Peter Norvig · Moderation: 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.
1:59:49ENLex Fridman· 14. Sept. 2019Podcast · 2 StimmenIntelligence is not the height of a building: François Chollet on Keras, deep learning, and why AGI will not explodeGast: François Chollet · Moderation: Lex FridmanThe Keras creator tells Lex Fridman that intelligence lives in a brain, a body, and a problem, that science already is a recursively self-improving superhuman system with linear output, and that the real near-term danger is the newsfeed.
1:15:58ENLex Fridman· 31. Aug. 2019Podcast · 2 StimmenHuman Intelligence Is a Ridiculously Narrow SliverGast: Yann Lecun · Moderation: 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.
1:44:11ENLex Fridman· 27. Aug. 2019Podcast · 2 StimmenA Single GPU Is Enough: Jeremy Howard on Teaching Deep LearningGast: Jeremy Howard · Moderation: Lex FridmanThe fast.ai founder tells Lex Fridman why domain experts, not more papers or more TPUs, will decide whether deep learning actually helps people.
2:09:42ENLex Fridman· 1. Juli 2019Podcast · 2 StimmenThe Brain Does Not Classify Images. It Navigates Maps.Gast: Jeff Hawkins · Moderation: 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.
1:08:37ENLex Fridman· 18. Apr. 2019Podcast · 2 StimmenA Bar in Montreal, Then a Night of Code: Ian Goodfellow on Why GANs WorkGast: Ian Goodfellow · Moderation: Lex FridmanLex Fridman talks with Ian Goodfellow about the 2014 invention of generative adversarial networks, adversarial examples as a security problem, and what still has to be built before machines can hold a fact the way a person does.
1:01:24ENLex Fridman· 12. März 2019Podcast · 2 StimmenLeslie Kaelbling: You Buy the Ticket Before You Can Plan the AirportGast: Leslie Kaelbling · Moderation: Lex FridmanThe MIT roboticist tells Lex Fridman why abstractions, belief-space control, and built-in bias matter more than picking a tribe of symbols or neural nets.
1:20:21ENLex Fridman· 19. Jan. 2019Podcast · 2 StimmenEinstein Was the Worst of Five Ph.D. StudentsGast: Tomaso Poggio · Moderation: Lex FridmanMIT neuroscientist Tomaso Poggio on why intelligence is science's deepest problem, and what brains still have to teach machines.Mehr laden24 von 101 angezeigt