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43:45EN
No Priors: AI, Machine Learning, Tech, & Startups· 3. Aug. 2023Podcast · 2 StimmenEight Years of No Growth, Then OpenAI and NVIDIA Became His CustomersModeration: Sarah Guo, Elad GilWeights & Biases CEO Lukas Biewald tells No Priors how a labeling company with no chasm to cross funded the ML developer tools that trained most of the large language models.Evals & ObservabilityObservability & ZuverlässigkeitEntwicklungs-Workflows & Tests+3
46:57EN
No Priors: AI, Machine Learning, Tech, & Startups· 2. März 2023Podcast · 2 Stimmen95% of Drug Programs Fail. Daphne Koller Is Betting Machine Learning on the First DecisionModeration: Sarah Guo, Elad GilA new medicine still takes more than a decade and well over a billion dollars — and Insitro's founder argues the expensive failures start with the wrong target, indication, or patient.Unternehmen & StrategieAI in healthcareAI for science+3
2:31:57EN
Lex Fridman· 20. Sept. 2021Podcast · 2 StimmenJay McClelland on How Thought Emerges From Neural NetworksGast: Jay McClelland · Moderation: Lex FridmanThe Stanford cognitive scientist talks with Lex Fridman about connectionism, backpropagation, David Rumelhart, and why intuition discovers what logic later proves.Modelle & TrainingML-GrundlagenDeep Learning+3
2:51:33EN
Lex Fridman· 29. Aug. 2021Podcast · 2 StimmenThe Self Is a GPT Prompt: Wojciech Zaremba on Consciousness, Codex, and Fermi's SilenceGast: Wojciech Zaremba · Moderation: Lex FridmanOpenAI co-founder Wojciech Zaremba tells Lex Fridman he thinks we might be alone in the universe — and that GPT-3, Codex, and a one-handed robot already hint at how intelligence is built.Modelle & TrainingCoding-AgentenML-Grundlagen+3
2:18:29EN
Lex Fridman· 8. Aug. 2021Podcast · 2 StimmenYour Cortex Is 150,000 Brains Voting on a Coffee CupGast: Jeff Hawkins · Moderation: Lex FridmanJeff Hawkins tells Lex Fridman that intelligence is learning a model of the world, the neocortex is tens of thousands of independent maps that vote, and the fastest path to machine intelligence is reverse-engineering that sheet.Modelle & TrainingNeuroscience & AIML-Grundlagen+3
2:30:30EN
Lex Fridman· 31. Juli 2021Podcast · 2 StimmenThe Fallacy of the Successful First StepGast: Ishan Misra · Moderation: Lex FridmanBerkeley's Jitendra Malik explains why computer vision still looks easy, why fully autonomous driving is not near, and what children know that today's networks do not.Modelle & TrainingComputer VisionMultimodal AI+3
1:56:17EN
Lex Fridman· 19. Apr. 2021Podcast · 2 StimmenIf You Reran Earth a Million Times, Would Anything Like Us Appear?Gast: Risto Miikkulainen · Moderation: Lex FridmanRisto Miikkulainen on neuroevolution, hyena raids, basil that never sleeps, and why variation-plus-selection still finds solutions backpropagation cannot see.Modelle & TrainingML-GrundlagenAI research+3
1:49:56EN
Lex Fridman· 7. Feb. 2021Podcast · 2 StimmenA 21-Year-Old at a Party Called GameStop. He Was Right.Gast: Richard Craib · Moderation: Lex FridmanNumerai founder Richard Craib talks with Lex Fridman about WallStreetBets, crowdsourced machine learning, and why finance is a machine for pulling the future into the present.Unternehmen & StrategieKI im FinanzwesenOpen-source ecosystems+3
2:01:07EN
Lex Fridman· 12. Dez. 2020Podcast · 2 StimmenMichael Littman isn’t waiting for a runaway god. He’s watching us.Gast: Michael Littman · Moderation: Lex FridmanThe Brown reinforcement-learning researcher tells Lex Fridman why accidental superintelligence feels like a 747 assembling itself — and why social media, rote language, and theory of mind worry him more.Modelle & TrainingReinforcement LearningAGI+3
2:28:11EN
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.Human-AI CollaborationML-GrundlagenAI research+3
2:34:20EN
Lex 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.Evals & ObservabilityBenchmarksAI research+3
1:37:31EN
Lex 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.Modelle & TrainingRoboticsReinforcement Learning+3
2:00:32EN
Lex 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.Modelle & TrainingNeuroscience & AIReinforcement Learning+3
1:37:28EN
Lex 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.Modelle & TrainingDeep LearningML-Grundlagen+3
1:12:03EN
Lex 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.AI in healthcareComputational BiologyAI for science+3
1:12:48EN
Lex 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.Modelle & TrainingNeuroscience & AIML-Grundlagen+3
1:45:49EN
Lex 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.Unternehmen & StrategieML-GrundlagenRecommendation systems+3
1:44:55EN
Lex 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.Modelle & TrainingML-GrundlagenAI research+3
1:18:41EN
Lex 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.ML-GrundlagenDeep LearningHuman-AI Collaboration+3
1:23:01EN
Lex 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.AgentenAGIAI research+3
35:46EN
Lex 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.PhilosophyDeep Learning CritiquePhilosophy of Mind+3
49:53EN
Lex 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.Modelle & TrainingML-GrundlagenDeep Learning+3
1:48:55EN
Lex 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.SicherheitPrivacy & data governanceSicherheit & Governance+3
1:03:13EN
Lex 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.Modelle & TrainingML-GrundlagenSicherheit & Governance+3
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