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1:27:33EN
Cognitive Revolution "How AI Changes Everything"· 3 déc. 2024PodcastA 70B Model Booked Dinner 20% of the Time. MultiOn Took It to 95% in a DayAnime : Nathan LabenzMultiOn CEO Div Garg returns to The Cognitive Revolution to recap 18 months of agent hype, the AgentQ stack, and why 2025 might still be the year of vertical agents.AgentsIngénierie d’agentsComputer use+3
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Cognitive Revolution "How AI Changes Everything"· 21 nov. 2024PodcastA Team of Fifteen Matched Meta’s Post-Training on Meta’s Own BaseAnime : Nathan LabenzNathan Lambert walks through Tulu 3: the three-stage recipe, the 1 percent versus 14 percent lesson, and why open post-training now lives or dies on data and evals.Modèles et entraînementPost-trainingData quality & curation+3
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Unsupervised Learning: With Jacob Effron· 29 oct. 2024PodcastDeepL Beat Google at Translation by Refusing to Be a General ModelAnime : Jacob EffronOnly 18 percent of the world speaks English—and a Cologne startup turned that fact into a $2 billion language-AI company.Entreprise et stratégieData quality & curationÉvaluations+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· 8 oct. 2024PodcastGPT-4 Gets Half Your Data Questions Wrong. Snowflake's Answer Is Systems DesignUsing an off-the-shelf model on enterprise data yields about 45% reliability—one wrong answer out of every two.Entreprise et stratégieIA en entrepriseAI Strategy+3
5 diapositives19:38EN
MBMatthew Berman· 9 sept. 2024Reflection 70B: Conflicting Results and Unanswered QuestionsMatthew Berman · Forward FutureMatthew Berman reviews his early coverage, independent evaluations and competing claims about the September 2024 release.BenchmarksOpen-weight modelsÉvaluations+2
2 diapositives35:30EN
MBMatthew Berman· 6 sept. 2024Reflection 70B: Its Creators Explain the Proposed Self-Correction MethodMatthew Berman, Matt Shumer, Sahil Chaudhary · Forward FutureA launch-day discussion with Matt Shumer and Sahil Chaudhary covers synthetic data, selective reflection and evaluation limits.Modèles et entraînementData quality & curationÉvaluations+2
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Sequoia Capital· 20 août 2024PodcastThe 40% data-center save started with an email that ended in a question markPhaidra founder Jim Gao tells Sequoia how an AlphaGo-inspired bet at Google became reinforcement learning that runs billion-dollar plants.Infrastructure et déploiementReinforcement LearningData quality & curation+3
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Cognitive Revolution "How AI Changes Everything"· 11 juil. 2024PodcastScooping Food Into Boxes Is 70 Percent of Plant LaborAnime : Nathan LabenzChef Robotics CEO Rajat Bhageria on 20 million plated meals, a foundation model for food, and why the kitchen may leave the house.RoboticsData quality & curationLocal inference+3
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Sequoia Capital· 9 juil. 2024PodcastScaling Laws Aren't Done. Don't Lock Yourself Into Yesterday's Architecture.Microsoft CTO Kevin Scott on why the exponential is still compounding, why inference will dwarf training, and why a language model is the world's crappiest database.Entreprise et stratégieScaling LawsInference+3
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20VC with Harry Stebbings· 12 juin 2024Podcast · 2 voixAlexandr Wang on AI Data, Model Development and Building ScaleInvité : Alexandr Wang · Anime : Harry StebbingsScale’s founder discusses his data-bottleneck thesis, enterprise adoption, AI security and the challenges of growing a team.Data quality & curationModèles et entraînementAI Strategy+2
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No Priors: AI, Machine Learning, Tech, & Startups· 22 mai 2024Podcast · 2 voixJPMorgan Has 150 Petabytes. GPT-4 Trained on Less Than One.Anime : Sarah Guo, Elad GilScale AI founder Alexandr Wang tells No Priors why easy internet data is exhausted, why expert-plus-model teams still win, and why the path to AGI looks more like curing cancer than inventing a vaccine.Infrastructure et déploiementData quality & curationPost-training+3
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Cognitive Revolution "How AI Changes Everything"· 13 avr. 2024PodcastGPT-5 Wants 100 Trillion Tokens. Does Earth Have Enough?Anime : Nathan LabenzTraining GPT-3 took about a trillion tokens; GPT-4 took about ten trillion. The next jump is a data question as much as a compute one.Modèles et entraînementScaling LawsSynthetic data+3
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No Priors: AI, Machine Learning, Tech, & Startups· 31 janv. 2024Podcast · 2 voixShopify Built a Copilot, Not an Autopilot, for Every MerchantAnime : Sarah Guo, Elad GilShopify VP of Core Product Glen Coates on collapsing duplicate engines, shipping AI that proposes but never commits, and teaching storefront search to understand a sweater.Produit et UXAI Product ManagementProduct Strategy+3
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No Priors: AI, Machine Learning, Tech, & Startups· 25 janv. 2024Podcast · 2 voix99% of Factory Robots Are Dumb. Covariant Wants the Smart Ones Working in Warehouses FirstAnime : Sarah Guo, Elad GilFormer OpenAI researcher Peter Chen explains why robot foundation models have to be trained on production floors, not in labs.Modèles et entraînementRoboticsFoundation Models+3
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No Priors: AI, Machine Learning, Tech, & Startups· 7 déc. 2023Podcast · 2 voixSeven People Did the Work of 700. Salesforce's AI Chief Says Enterprise AI Is Still in the Second InningAnime : Sarah Guo, Elad GilClara Shih tells Sarah Guo and Elad Gil why Salesforce built a shared LLM platform, why data cleanup beats model shopping, and why AI is becoming the enterprise UI.Entreprise et stratégieIA en entrepriseAI Strategy+3
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Cognitive Revolution "How AI Changes Everything"· 14 nov. 2023PodcastA 16K Context Window Holds About 350 Rows. That's Why Tables Need an Agent.Anime : Nathan LabenzGretel AI founder Alex Watson tells Nathan Labenz why most company data is still a spreadsheet, why GPT-4 is the wrong tool for generating it, and how differential privacy lets a model learn a disease without learning a patient.Modèles et entraînementSynthetic dataData quality & curation+3
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Cognitive Revolution "How AI Changes Everything"· 31 oct. 2023PodcastThe Historian Who Taught GPT-3.5 to Beat GPT-4Anime : Nathan LabenzMark Humphries on a kilometer of unread paper, fur-trade jargon that embeddings cannot see, and why cheap processing will force history to be rewritten.RAG et connaissancesGénération augmentée par récupérationFine-tuning+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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20VC with Harry Stebbings· 22 sept. 2023Podcast · 2 voixChristian Kleinerman on AI Models, Enterprise Data and Product DecisionsInvité : Christian Kleinerman · Anime : Harry StebbingsSnowflake’s product leader discusses model choice, enterprise adoption and the trade-offs between speed, reliability and simplicity.AI Product ManagementData quality & curationProduct Leadership+1
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Cognitive Revolution "How AI Changes Everything"· 22 sept. 2023PodcastTwenty Gibberish Tokens Jailbroke ChatGPT and BardAnime : Nathan LabenzCarnegie Mellon’s Zico Kolter, Andy Zou, and Asher Trockman walk through a universal jailbreak that transfers from open models to commercial APIs, and a training-free way to steal some of pretraining’s benefit.SécuritéAI securitySécurité et gouvernance+3
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20VC with Harry Stebbings· 30 juin 2023Podcast · 2 voixDouwe Kiela on Data, Retrieval and Enterprise AIInvité : Douwe Kiela · Anime : Harry StebbingsThe Contextual AI CEO discusses language model trade-offs, evaluation, open models and the hurdles to enterprise use.IA en entrepriseGénération augmentée par récupérationData quality & curation+2
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No Priors: AI, Machine Learning, Tech, & Startups· 29 juin 2023Podcast · 2 voixThree IPOs Later, Frank Slootman Still Thinks the Job Is UrgencyAnime : Sarah Guo, Elad GilSnowflake's CEO tells No Priors how he picked the right elevator, turned a 15-person backup startup into an EMC acquisition, and why a data lake is a landfill you should not train on.Entreprise et stratégieCompany BuildingLeadership+3
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Lex Fridman· 18 juin 2023Podcast · 2 voixWikipedia Worked Once Writing Stopped Feeling Like Grad SchoolInvité : Jimmy Wales · Anime : Lex FridmanJimmy Wales tells Lex Fridman how Nupedia's seven-stage review died, why Wikipedia still refuses ads and governments, and what large language models should actually do with an encyclopedia.Open source et communautéOpen-source ecosystemsFree Speech+3
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