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3:02:43EN
Lex Fridman· Jan 18, 2021Podcast · 2 speakersHumanity Cannot Survive on the Right Person Showing Up at the Right TimeGuest Max Tegmark · Host Lex FridmanMIT physicist Max Tegmark tells Lex Fridman why AI should be as well understood as rockets, why 2020 was a warning on weapons and news, and why luck is a terrible long-term plan.Security & safetySafety & governanceAI research+3
2:17:42EN
Lex Fridman· Jan 11, 2021Podcast · 2 speakersThe building block of life is a bead on a string, not the whole proteinGuest Dmitry Korkin · Host Lex FridmanDmitry Korkin tells Lex Fridman why protein domains, a triangular spike, and a conservative viral shell matter more than the AlphaFold headline, and why a Nobel laureate once answered a midnight forum post.Computational BiologyAI for scienceOrigin of Life+3
2:02:45EN
Lex Fridman· Dec 26, 2020PodcastSteal the Code: You Get Zero Points for Making the Algorithm RunHost Lex FridmanCharles Isbell and Michael Littman tell Lex Fridman why machine learning is not just statistics, why struggle has to stay hopeful, and what a $6,600 online master's actually sells.ML fundamentalsAI in EducationAI research+3
2:28:11EN
Lex Fridman· Nov 1, 2020Podcast · 2 speakersPeople Are Easy to Predict — and They Hate Being Told SoGuest Charles Isbell · Host Lex FridmanGeorgia Tech dean Charles Isbell talks with Lex Fridman about interactive AI, computing as a mindset, and race in America.Human-AI CollaborationML fundamentalsAI research+3
2:34:20EN
Lex Fridman· Aug 30, 2020Podcast · 2 speakersIntelligence Is How Efficiently You Acquire Skills You Were Not Prepared ForGuest François Chollet · Host 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
2:10:06EN
Lex Fridman· Aug 14, 2020Podcast · 2 speakersYou Might Have to Understand the World to Understand the Letter AGuest Dileep George · Host 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.Models & trainingNeuroscience & AIWorld models+3
1:41:37EN
Lex Fridman· Jul 21, 2020Podcast · 2 speakersThe Fallacy of the Successful First Step: Jitendra Malik on Why Seeing Still Isn't SolvedGuest Jitendra Malik · Host Lex FridmanBerkeley's Jitendra Malik tells Lex Fridman why computer vision keeps underestimating itself, why full self-driving still needs cognition, and why vision is the parent of language.Models & trainingVision & videoAutonomous Driving+3
2:00:32EN
Lex Fridman· Jul 3, 2020Podcast · 2 speakersSlow Synapses Grow Fast Learners — Warmth Is the Harder ProblemGuest Matt Botvinick · Host 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.Models & trainingNeuroscience & AIReinforcement Learning+3
45:31EN
Lex Fridman· Jul 1, 2020PodcastYou Are Your Own Existence Proof: Karl Friston on Free Energy, Life, and Self-AwarenessHost Lex FridmanKarl Friston explains how the free energy principle reframes existence, life, planning, and self-awareness as inference problems.PhilosophyNeuroscience & AIML fundamentals+3
4:08:58EN
Lex Fridman· Jun 22, 2020Podcast · 2 speakersThe Man Who Named AGI Wants Superintelligence Raised on CompassionGuest Ben Goertzel · Host Lex FridmanLex Fridman talks with Ben Goertzel for four hours about OpenCog, Sophia, SingularityNET, and why a bigger neural net is not a mind.AgentsAGIAI research+3
3:00:18EN
Lex Fridman· Jun 13, 2020Podcast · 2 speakersOnly a Simulation Can Be ConsciousGuest Joscha Bach · Host Lex FridmanJoscha Bach tells Lex Fridman why a neuron cannot feel anything, why existence is the default, and why this dying world is still the best level of the game.Models & trainingConsciousness & IntelligencePhilosophy of Mind+3
1:29:02EN
Lex Fridman· May 28, 2020Podcast · 2 speakersYou Are Your Own Existence ProofGuest Karl Friston · Host Lex FridmanKarl Friston walks Lex Fridman from brain imaging to the free energy principle, arguing that anything which keeps a boundary looks as if it is doing Bayesian inference.Neuroscience & AIBrain-Computer InterfacesPhilosophy of Mind+3
1:37:28EN
Lex Fridman· May 8, 2020Podcast · 2 speakersWe Are Still Massively Underestimating Deep LearningGuest Ilya Sutskever · Host 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.Models & trainingDeep LearningML fundamentals+3
1:48:01EN
Lex Fridman· Apr 3, 2020Podcast · 2 speakersDavid Silver: AlphaGo Won by Taking Human Knowledge OutGuest David Silver · Host Lex FridmanThe DeepMind researcher behind AlphaGo and AlphaZero tells Lex Fridman how an unclaimed million-dollar Go prize, a BBC Micro at age seven, and a honeymoon insight led to superhuman self-play.Models & trainingReinforcement LearningDeep Learning+3
12:42EN
Lex Fridman· Mar 28, 2020Podcast · 2 speakersThe Experience Machine: What Our Refusal to Plug In Says About What We ValueGuest Nick Bostrom · Host Lex FridmanNick Bostrom unpacks Robert Nozick's experience machine, the status quo effect behind our answers, and whether a simulation convincing enough to feel real would have to contain real minds.PhilosophyPhilosophy of MindConsciousness & Intelligence+2
1:56:38EN
Lex Fridman· Mar 25, 2020Podcast · 2 speakersBostrom Will Not Pick a Fork: The Simulation Argument Is a Disjunction, Not a BetGuest Nick Bostrom · Host Lex FridmanNick Bostrom walks Lex Fridman through the simulation argument, anthropic reasoning, and why superintelligence talk should be split into near-term and long-term conversations.Simulation HypothesisExistential RiskPhilosophy of Mind+3
1:12:48EN
Lex Fridman· Feb 29, 2020Podcast · 2 speakersJohn Hopfield's Physics of Mind: Glitches Become FeaturesGuest John Hopfield · Host 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.Models & trainingNeuroscience & AIML fundamentals+3
1:39:56EN
Lex Fridman· Feb 26, 2020Podcast · 2 speakersWhy Marcus Hutter Treats Compression as Intelligence ItselfGuest Marcus Hutter · Host Lex FridmanThe DeepMind researcher behind AIXI tells Lex Fridman why a Wikipedia compression contest, Solomonoff induction, and an incomputable formula belong in the same conversation.AgentsAGIAI research+3
1:45:49EN
Lex Fridman· Feb 24, 2020Podcast · 2 speakersPrediction is not a decision: Michael I. Jordan on markets and the unfinished AI revolutionGuest Michael I. Jordan · Host 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.Enterprise & strategyML fundamentalsRecommendation systems+3
1:44:55EN
Lex Fridman· Feb 14, 2020Podcast · 2 speakersIf You Need 60,000 Digits, You Have Not Found IntelligenceGuest Vladimir Vapnik · Host 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.Models & trainingML fundamentalsAI research+3
26:02EN
Lex Fridman· Feb 9, 2020PodcastMoore’s Law Is Not Dead—It Is a Cascade of S-CurvesHost Lex FridmanJim Keller explains why transistor scaling keeps outrunning its obituary, and how exponential hardware changes the mathematics AI can attempt.Infrastructure & deploymentSemiconductorsScaling Laws+3
1:13:51EN
Lex Fridman· Jan 19, 2020PodcastAnswering Questions Without Seeing the Data: Andrew Trask on the Privacy-Preserving AI StackHost Lex FridmanA tour of remote execution, differential privacy, secure multiparty computation, and the societal consequences of making private data usable.Security & safetyPrivacy & data governanceOpen-source ecosystems+3
1:18:41EN
Lex Fridman· Jan 14, 2020Podcast · 2 speakersThe SS Soldier Who Hugged a Jewish Boy, and the Systems That Still Fool UsGuest Daniel Kahneman · Host 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 fundamentalsDeep LearningHuman-AI Collaboration+3
1:52:40EN
Lex Fridman· Dec 28, 2019Podcast · 2 speakersWithout Analogies, There Can Be No ConceptsGuest Melanie Mitchell · Host 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
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