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8 diapositives1:08:44EN
Jane Street· 8 mars 2019Nathan Linger on Ontology: A Language-Oriented Permissions SystemNathan Linger · Jane StreetHow Jane Street represents permissions as typed declarations and presents them through an English-language interface.Programming LanguagesSoftware engineeringPrivacy & data governance
7 diapositives1:18:13EN
Jane Street· 11 févr. 2019Lindsey Kuper on Abstractions for Correct and Efficient Parallel ComputingLindsey Kuper · University of California, Santa CruzFrom lattice-based shared state to non-invasive parallel languages and neural-network verification, high-level abstractions can make systems both safer and faster.Programming LanguagesSoftware engineering
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Lex Fridman· 7 févr. 2019Podcast · 2 voixKyle Vogt Built the Highway Kit, Then Scrapped It Before Selling a Single OneInvité : Kyle Vogt · Anime : Lex FridmanThe Cruise president and CTO tells Lex Fridman why a BattleBots kid from Kansas walked away from a working product, partnered with GM, and is spending 2019 grinding from prototype to production.Entreprise et stratégieAutonomous DrivingRobotics+3
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Lex 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.Modèles et entraînementFondamentaux du MLAI research+3
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Lex Fridman· 17 janv. 2019PodcastDeep Learning at the Edge of 2019: BERT, Autopilot, and the Ideas That Broke ThroughAnime : Lex FridmanA tour of the architectural, applied, and automation breakthroughs that defined deep learning in 2018 and set up 2019.Modèles et entraînementDeep LearningAI research+3
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3Blue1Brown· 13 janv. 2019The Collision Puzzle That Reveals Digits of πAn idealized pair of sliding blocks produces a surprising counting pattern.MathematicsPhysics
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a16z· 2 janv. 2019Podcast · 2 voixDavid Oyelowo on Queen of Katwe and Who Gets to Tell StoriesInvité : David Oyelowo · Anime : Ben HorowitzA 2016 conversation about the film, representation and opportunities in Hollywood.Storytelling
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a16z· 2 janv. 2019Podcast · 4 voixInnovation, AI and Google I/O: A 2016 DiscussionInvité : Benedict Evans, Connie Chan, Steven Sinofsky · Anime : Kyle RussellA historical discussion of Google Assistant, Instant Apps and Daydream as products and platforms.Product StrategyAI History
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a16z· 2 janv. 2019Podcast · 4 voixCoding Literacy and Opening Paths Into TechnologyInvité : Susan Mernit, Laura Weidman Powers, Reshma Saujani · Anime : Chrissie BrodiganA 2014 discussion on coding education, confidence, mentorship and barriers to tech careers.EducationSoftware engineeringCareers
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a16z· 2 janv. 2019Podcast · 2 voixInvesting in Underserved CommunitiesInvité : Kesha Cash · Anime : Tawny HolguinKesha Cash and Tawny Holguin discuss impact, returns and the Mayvenn business model.InvestingVenture Capital
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Lex Fridman· 28 déc. 2018Podcast · 2 voixLibratus Beat the World's Best Poker Players Without a Neural NetworkInvité : Tuomas Sandholm · Anime : Lex FridmanTuomas Sandholm tells Lex Fridman how game theory, abstraction, and search — not deep learning — took heads-up no-limit Texas Hold'em, and why the harder work is deploying that toolkit outside the casino.AgentsMulti-agent systemsAI research+1
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Lex Fridman· 23 déc. 2018Podcast · 2 voixSchmidhuber’s bet: true meta-learning rewrites the learner, not the last layerInvité : Juergen Schmidhuber · Anime : Lex FridmanJürgen Schmidhuber tells Lex Fridman how Gödel machines, compression-as-science, Power Play, LSTMs, and world models all descend from a teenage plan to multiply one person’s curiosity into a better physicist than he could ever be.Modèles et entraînementFondamentaux du MLAGI Timelines+3
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Lex Fridman· 16 déc. 2018Podcast · 2 voixA one-legged robot learned a backflip from "this is better"Invité : Pieter Abbeel · Anime : Lex FridmanPieter Abbeel tells Lex Fridman why preference comparisons, self-play, ten-minute demos, and messy ensembles of simulators are the practical path through deep reinforcement learning.Modèles et entraînementReinforcement LearningRobotics+2
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Lex Fridman· 9 déc. 2018Podcast · 2 voixThe Machine Should Never Treat Its Objective as GospelInvité : Stuart Russell · Anime : Lex FridmanStuart Russell talks with Lex Fridman about metareasoning, self-driving reliability, and why uncertainty about human goals is the core of the control problem.SécuritéSécurité et gouvernanceAutonomous Driving+3
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Jane Street· 7 déc. 2018Jane Street and the OCaml CompilerYaron Minsky · Jane StreetRon Minsky traces an accidental language adoption into a long-term commitment to compiler engineering and a shared open-source ecosystem.Programming LanguagesSoftware engineeringDeveloper productivity+1
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Lex Fridman· 4 déc. 2018Podcast · 2 voixThey Ran an Extension Cord Next Door and Invented GoogleInvité : Eric Schmidt · Anime : Lex FridmanEric Schmidt tells Lex Fridman that Larry and Sergey never held the entrepreneurship meeting: they had a better algorithm, too little power in the dorm, and a $100,000 check.Entreprise et stratégieCompany BuildingAI Strategy+3
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3Blue1Brown· 2 déc. 2018Why a Sphere’s Surface Area Is Four Times Its ShadowGrant Sanderson · 3Blue1BrownTwo geometric routes from a sphere to circles, and a generalization to convex shapes.Mathematics
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Lex Fridman· 29 nov. 2018Podcast · 2 voixStack Overflow Was Never Designed for BeginnersInvité : Jeff Atwood · Anime : Lex FridmanOn Stack Overflow’s tenth birthday, Jeff Atwood talks with Lex Fridman about puzzles, leadership, Discourse, and why a software team’s health is how fast it can change one word.Open source et communautéCoding CultureCompany Building+3
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Google DeepMind· 23 nov. 2018Volodymyr Mnih: A Tour of Deep Reinforcement Learning AgentsVolodymyr Mnih · DeepMindFrom DQN and replay to A3C and IMPALA, a 2018 lecture traces the design choices behind deep RL agents.Reinforcement LearningDeep LearningAI research
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Lex Fridman· 22 nov. 2018Podcast · 2 voixHe raised Python like a child, then set it freeInvité : Guido van Rossum · Anime : Lex FridmanIn a 2018 conversation with Lex Fridman, Guido van Rossum traces Python from electronics kits and Conway's Game of Life to the Thursday morning he resigned as benevolent dictator for life.Open source et communautéProgramming LanguagesOpen-source ecosystems+3
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Lex Fridman· 16 nov. 2018Podcast · 2 voixThe Hardest Part of Learning Was Left Out of the TextbooksInvité : Vladimir Vapnik · Anime : Lex FridmanVladimir Vapnik tells Lex Fridman why intelligence is the work of inventing predicates that shrink the admissible set of functions, not of fitting a rule to a mountain of data.Modèles et entraînementFondamentaux du MLDeep Learning Critique+3
6 diapositives1:06:51EN
Jane Street· 24 oct. 2018Marius Eriksen: Reflow for Incremental Cloud Data ProcessingMarius Eriksen · GRAILA functional language and runtime turn data workflows into typed programs, reuse prior results and provision cloud resources on demand.Software engineeringInfrastructure et déploiementProgramming Languages
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Lex Fridman· 20 oct. 2018Podcast · 2 voixAn Adult Can Change Last Year's Mind. A Network Still Cannot.Invité : Yoshua Bengio · Anime : Lex FridmanYoshua Bengio tells Lex Fridman that the missing pieces of deep learning sit in credit assignment, training objectives, and a kind of compositionality borrowed from classical AI — not in ten thousand layers.Modèles et entraînementDeep LearningFondamentaux du ML+3
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Lex Fridman· 17 oct. 2018Podcast · 2 voixSteven Pinker: Intelligence Is Not a Will to PowerInvité : Steven Pinker · Anime : Lex FridmanThe Harvard psychologist tells Lex Fridman why nuke analogies, paperclip stories, and AI-takeover fears mix up problem-solving with domination.SécuritéSécurité et gouvernanceExistential Risk+3
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