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40:33EN
No Priors: AI, Machine Learning, Tech, & Startups· 27 févr. 2025Podcast · 2 voixModerna was only company 18. The real product is the company factoryAnime : Sarah Guo, Elad GilNoubar Afeyan tells No Priors how Flagship Pioneering turned starting companies into a profession, underwrites scientific uncertainty, and wants AI to run discovery the way Waymo drives.Entreprise et stratégieCompany BuildingAI for science+3
57:41EN
No Priors: AI, Machine Learning, Tech, & Startups· 25 févr. 2025Podcast · 2 voixA Hundred Million Cells, Four People, Three Days: Biology's ImageNet MomentAnime : Sarah Guo, Elad GilVevo Therapeutics and the Arc Institute open-sourced Tahoe-100M and a 230-million-cell atlas in the same week — and argued that virtual cells, not just protein folders, are the next language model of biology.Modèles et entraînementAI for scienceData quality & curation+3
1:40:22EN
Cognitive Revolution "How AI Changes Everything"· 22 janv. 2025PodcastTwenty-atom crystals taught an AI the physics of a heartbeatAnime : Nathan LabenzOrbital Materials' Jonathan Godwin and Tim Duignan tell Nathan Labenz how a neural network trained on tiny crystals simulated a potassium ion channel on a single 2017 GPU.Modèles et entraînementAI for scienceFondamentaux du ML+3
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Cognitive Revolution "How AI Changes Everything"· 18 déc. 2024PodcastHumans Wrote 1.3 Percent of the Tokens. The AI Lab Still Designed Working Nanobodies.Anime : Nathan LabenzStanford's James Zou describes a GPT-4o research group that invented a protein-design pipeline for under $100 — and a sparse autoencoder that pulled an undocumented motif out of ESM-2.AgentsAgent orchestrationMulti-agent systems+3
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Cognitive Revolution "How AI Changes Everything"· 5 déc. 2024PodcastAI Beats Humans at Reading Papers. It Still Cannot Count Atoms.Anime : Nathan LabenzAndrew White, Head of Science at Future House, maps what language models can already do in chemistry and biology—and the bottlenecks they do not dissolve.AgentsAI for scienceGénération augmentée par récupération+3
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No Priors: AI, Machine Learning, Tech, & Startups· 14 nov. 2024Podcast · 2 voixA Fields Medalist Stuck for Two Hours. AlphaProof Climbed for Three Days.Anime : Sarah Guo, Elad GilThe DeepMind team behind AlphaProof tells Sarah Guo and Elad Gil how an AlphaZero-style agent, a Lean verifier, and test-time reinforcement learning reached IMO silver — and why the missing skill is still theory building.AgentsReinforcement LearningReasoning & test-time compute+1
1:23:37EN
Cognitive Revolution "How AI Changes Everything"· 23 oct. 2024PodcastNine of the top ten research ideas were Claude'sAnime : Nathan LabenzStanford PhD student Chenglei Si ran a blind study pitting Claude 3.5 Sonnet against more than a hundred NLP researchers on novel research ideas.Évaluations et observabilitéÉvaluationsBenchmarks+3
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Sequoia Capital· 22 oct. 2024PodcastNeural Networks Are Still Waiting for Their ThermodynamicsOpenAI researcher Dan Roberts on why physicists keep migrating into AI, and why the field still lacks the equivalent of the ideal gas law.Modèles et entraînementAI researchScaling Laws+3
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Cognitive Revolution "How AI Changes Everything"· 12 oct. 2024PodcastAn AI Found a GABA-Cancer Link. The Next Step Is Talking to the Cells.Anime : Nathan LabenzMichael Levin and Leo Pio Lopez on a multilayer embedding that predicted melanoma, a cancer with no mutations, and why biology's real interface is cognitive.AI for scienceComputational BiologyAI research+3
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Sequoia Capital· 24 sept. 2024PodcastHarmonic’s Bet: Teach AI Math Directly, and the Riemann Hypothesis Falls by 2029Robinhood’s Vlad Tenev and Harmonic co-founder Tudor Achim tell Sequoia why math is reasoning, why Lean is the verifier, and why they refuse to wait for mathematical skill to emerge from scale.Modèles et entraînementSynthetic dataReinforcement Learning+3
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Cognitive Revolution "How AI Changes Everything"· 20 sept. 2024PodcastA DNA Model That Can Tell Which Genes You Cannot TouchAnime : Nathan LabenzStanford's Brian Hie walks through hybrid architectures, a genome-scale language model trained only on DNA, and an antibody that binds 25 times tighter than nature.Modèles et entraînementAI for scienceComputational Biology+3
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Cognitive Revolution "How AI Changes Everything"· 26 juin 2024PodcastA Tiny Network Grew a Salt Crystal the Training Data Never ShowedAnime : Nathan LabenzTim Duignan trained tens of thousands of parameters on salt water. The model invented a crystal — and a continuum solvent theory he had spent a PhD failing to write by hand.Modèles et entraînementAI for scienceFondamentaux du ML+3
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Cognitive Revolution "How AI Changes Everything"· 25 mai 2024PodcastA Protein Backbone in a Minute: The Real Progress, Bottlenecks, and Risks of AI BiologyAnime : Nathan LabenzThe White House set a thousand-fold lower reporting bar for biological models than for language models—and this conversation shows why that gap already looks prescient.Modèles et entraînementAI for scienceComputational Biology+3
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Cognitive Revolution "How AI Changes Everything"· 30 mars 2024PodcastSeeing Like a Mamba: Vision, Rotting States, and a Cell Model in 90 DaysAnime : Nathan LabenzNathan Labenz and Jason Meaux survey the vision papers, long-context experiments, and biology work that followed the original Mamba release.Modèles et entraînementAI researchTransformers & attention+3
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Cognitive Revolution "How AI Changes Everything"· 9 févr. 2024PodcastTwo-Headed Worms, Regenerated Legs, and a Sort That Learned to WaitAnime : Nathan LabenzTufts biologist Michael Levin tells Cognitive Revolution why anatomy is rewritable software, and why he stopped a paper that might have made AI more alive.AgentsNeuroscience & AIPhilosophy of Mind+3
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Cognitive Revolution "How AI Changes Everything"· 12 janv. 2024PodcastTwenty-Eight Days After GPT-4, an AI Designed and Ran a Chemistry ExperimentAnime : Nathan LabenzGabe Gomes and his Carnegie Mellon students built Coscientist, a language-model agent that plans, codes, and executes real experiments on a remote cloud lab.AgentsAI for scienceIngénierie d’agents+3
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Lex Fridman· 9 déc. 2023Podcast · 2 voixComplexity without copies is just randomness: Lee Cronin on assembly theoryInvité : Lee Cronin · Anime : Lex FridmanThe Glasgow chemist walks Lex Fridman through his controversial Nature paper, a proposed life meter for other worlds, and the claim that the universe is too big to contain its own future.Philosophy of ScienceAstrobiologyOrigin of Life+3
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No Priors: AI, Machine Learning, Tech, & Startups· 28 sept. 2023Podcast · 2 voixDNA Is Code, but You Compile It with a PipetteAnime : Sarah Guo, Elad GilGinkgo Bioworks CEO Jason Kelly tells No Priors why cells are worth the magic, why biology has no AWS, and why a pandemic should look like cybersecurity.Modèles et entraînementAI for scienceBiosecurity+3
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Lex Fridman· 1 sept. 2023Podcast · 2 voixGrow Everything: Neri Oxman on Giving Nature a VoteInvité : Neri Oxman · Anime : Lex FridmanThe designer-scientist who left MIT to build OXMAN talks silkworm pavilions, bees in space, and why the end of human agency might be the start of nature's.RoboticsCreativityScience Communication+3
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No Priors: AI, Machine Learning, Tech, & Startups· 24 août 2023Podcast · 2 voixThe Author of Attention Is All You Need Now Compiles mRNA Like BytecodeAnime : Sarah Guo, Elad GilJakob Uszkoreit on why Transformers won, why models spend compute on the wrong things, and why drug discovery has to become generation rather than screening.Modèles et entraînementAI for scienceTransformers & attention+2
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Lex Fridman· 28 mai 2023Podcast · 2 voixThe Ribosome Already Solved Digital ManufacturingInvité : Neil Gershenfeld · Anime : Lex FridmanNeil Gershenfeld tells Lex Fridman why Turing separated the head from the tape, how fab labs are the personal-computer moment for making things, and what it would take to grow a civilization from about twenty parts.Open source et communautéRoboticsAI research+3
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No Priors: AI, Machine Learning, Tech, & Startups· 2 mars 2023Podcast · 2 voix95% of Drug Programs Fail. Daphne Koller Is Betting Machine Learning on the First DecisionAnime : 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.Entreprise et stratégieAI in healthcareAI for science+3
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Lex Fridman· 19 déc. 2022Podcast · 2 voixNathalie Cabrol Wants the Nature of Life, Not Just a Signal from MarsInvité : Nathalie Cabrol · Anime : Lex FridmanThe SETI Institute astrobiologist tells Lex Fridman why crater lakes, panspermia, and a Mandelbrot view of language all point to the same question: what life actually is.AstrobiologyPhilosophy of ScienceConsciousness+2
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Lex Fridman· 7 sept. 2022Podcast · 2 voixPut Hydrogen and CO2 in a Tube. Thermodynamics Wants Cells. Nothing Happens.Invité : Nick Lane · Anime : Lex FridmanBiochemist Nick Lane talks Lex Fridman through hydrothermal vents, mitochondria, sex, consciousness, and why bacteria should be common while civilizations are not.Origin of LifeAstrobiologyConsciousness+3
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