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Lex Fridman· 1 nov. 2020Podcast · 2 voixPeople Are Easy to Predict — and They Hate Being Told SoInvité : Charles Isbell · Anime : 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 août 2020Podcast · 2 voixIntelligence Is How Efficiently You Acquire Skills You Were Not Prepared ForInvité : François Chollet · Anime : 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 juil. 2020Podcast · 2 voixThe Robot That Brought the Beer Was Being TeleoperatedInvité : Sergey Levine · Anime : 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 juil. 2020Podcast · 2 voixSlow Synapses Grow Fast Learners — Warmth Is the Harder ProblemInvité : Matt Botvinick · Anime : 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 juil. 2020PodcastYou Are Your Own Existence Proof: Karl Friston on Free Energy, Life, and Self-AwarenessAnime : 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 voixWe Are Still Massively Underestimating Deep LearningInvité : Ilya Sutskever · Anime : 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 voixMice Don't Get Alzheimer's: Daphne Koller on Disease in a DishInvité : Daphne Koller · Anime : 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 févr. 2020Podcast · 2 voixJohn Hopfield's Physics of Mind: Glitches Become FeaturesInvité : John Hopfield · Anime : 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 févr. 2020Podcast · 2 voixPrediction is not a decision: Michael I. Jordan on markets and the unfinished AI revolutionInvité : Michael I. Jordan · Anime : 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 févr. 2020Podcast · 2 voixIf You Need 60,000 Digits, You Have Not Found IntelligenceInvité : Vladimir Vapnik · Anime : 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 févr. 2020PodcastMoore’s Law Is Not Dead—It Is a Cascade of S-CurvesAnime : 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 janv. 2020Podcast · 2 voixThe SS Soldier Who Hugged a Jewish Boy, and the Systems That Still Fool UsInvité : Daniel Kahneman · Anime : 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 déc. 2019Podcast · 2 voixYou Cannot Ask a Question You Have No Words ForInvité : Judea Pearl · Anime : 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 voixYou never hear structure: Noam Chomsky on language, cognition, and deep learningInvité : Noam Chomsky · Anime : 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 voixGilbert Strang still teaches with thick chalk and four subspacesInvité : Gilbert Strang · Anime : 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 voixThree Fairness Rules That Cannot All Be TrueInvité : Michael Kearns · Anime : 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 voixYou Can't Have Both Kinds of Fairness, Says Peter NorvigInvité : Peter Norvig · Anime : 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 voixIntelligence is not the height of a building: François Chollet on Keras, deep learning, and why AGI will not explodeInvité : François Chollet · Anime : 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 août 2019Podcast · 2 voixHuman Intelligence Is a Ridiculously Narrow SliverInvité : Yann Lecun · Anime : 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 août 2019Podcast · 2 voixA Single GPU Is Enough: Jeremy Howard on Teaching Deep LearningInvité : Jeremy Howard · Anime : 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 juil. 2019Podcast · 2 voixThe Brain Does Not Classify Images. It Navigates Maps.Invité : Jeff Hawkins · Anime : 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 avr. 2019Podcast · 2 voixA Bar in Montreal, Then a Night of Code: Ian Goodfellow on Why GANs WorkInvité : Ian Goodfellow · Anime : 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 mars 2019Podcast · 2 voixLeslie Kaelbling: You Buy the Ticket Before You Can Plan the AirportInvité : Leslie Kaelbling · Anime : 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 janv. 2019Podcast · 2 voixEinstein Was the Worst of Five Ph.D. StudentsInvité : Tomaso Poggio · Anime : Lex FridmanMIT neuroscientist Tomaso Poggio on why intelligence is science's deepest problem, and what brains still have to teach machines.Charger plus24 sur 101 affichés