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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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Lex Fridman· 1 sept. 2018Podcast · 2 voixA 2040 Siri That Passes Every Turing Test Still Wouldn't Be ConsciousInvité : Christof Koch · Anime : Lex FridmanNeuroscientist Christof Koch tells Lex Fridman why intelligence is function, consciousness is being, and a perfect brain simulation has no more inner life than a laptop simulating a black hole.Consciousness & IntelligencePhilosophy of MindAI research+3
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Lex Fridman· 26 août 2018Podcast · 2 voixIf NASA finds nothing on Mars, Max Tegmark cheersInvité : Max Tegmark · Anime : Lex FridmanThe MIT physicist behind Life 3.0 tells Lex Fridman why we may be the only advanced life in the observable universe, and why that makes AGI alignment a cosmic responsibility rather than a science-fiction subplot.SécuritéSécurité et gouvernanceAGI Timelines+3
9 diapositives1:14:23EN
Jane Street· 24 août 2018Cristina Rosu: Building Dynamic OCaml Web Apps with Incr_domCristina Rosu · Jane StreetA practical introduction to the Elm architecture, virtual DOM and incremental computation, followed by a live counter-app demonstration.Programming LanguagesSoftware engineeringDeveloper productivity+1
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3Blue1Brown· 19 mai 2018Derivatives as Transformations and Fixed-Point StabilityGrant SandersonA local scaling view explains a continued fraction and its two fixed points.MathematicsEducation
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Jane Street· 10 mai 2018Andy Ray on Designing and Running OCaml on FPGAsAndy Ray · Jane StreetHardCaml turns OCaml into a hardware design language. Andy Ray explains FPGA fundamentals, simulation and verification, then demonstrates an OCaml software stack running on a soft CPU.SemiconductorsProgramming LanguagesSoftware engineering+1
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Lex Fridman· 21 avr. 2018Podcast · 2 voixGeoffrey Hinton’s 2016 Vision for Document UnderstandingInvité : Geoffrey Hinton · Anime : Lex FridmanA historical prediction about translation and meaning-based search.
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3Blue1Brown· 20 avr. 2018A Geometric Proof of the Wallis Product for πRoots of unity, distances on a circle and a careful limit explain an infinite product.MathematicsScience Communication
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Jane Street· 5 avr. 2018Adding an Effect System to OCamlLeo White · Jane StreetA prototype brings algebraic effects into OCaml’s type system and explores how to track exceptions, I/O and locally mutable state.Programming LanguagesSoftware engineeringWorkflows de développement et tests
5 diapositives1:08:43EN
Jane Street· 19 mars 2018Ron Minsky on Types and Why They Matter in SoftwareYaron Minsky · Jane StreetType systems can make programs faster, catch mistakes and guide large refactorings, but their value depends on the language and the work. Ron Minsky explains the trade-offs through practical examples.Programming LanguagesSoftware engineeringWorkflows de développement et tests
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Google DeepMind· 7 mars 2018Shane Legg on Measuring Machine IntelligenceShane Legg · Google DeepMindA 2010 proposal for defining general intelligence and approximating it through tests across many environments.AI researchÉvaluationsReinforcement Learning+2
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Jane Street· 28 févr. 2018Shriram Krishnamurthi on Designing Computing Curricula for Real ClassroomsShriram Krishnamurthi · Brown UniversityThe Bootstrap project treats curriculum design as an engineering problem: start with goals and constraints, then support teachers and measure learning.EducationProgramming LanguagesSoftware engineering
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GOTO Conferences· 21 févr. 2018Kotlin Multiplatform in 2017: Shared Logic Across TiersDmitry JemerovDmitry Jemerov explains the early expect/actual model, JavaScript integration and native plans.Software engineering
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Jane Street· 30 janv. 2018Bryan Cantrill on Finding the Butterfly Behind a Performance HurricaneBryan Cantrill · JoyentSmall defects can produce vast performance failures across layers of abstraction. Bryan Cantrill explains how to investigate them with questions, instrumentation and visualization.Observabilité et fiabilitéInfrastructure et déploiementSoftware engineering
8 diapositives56:12EN
Jane Street· 16 janv. 2018Echoes of Fourier: From Sound Waves to Fast ConvolutionChristopher HardinA practical introduction to Fourier transforms, convolution, and the mathematics of placing a recording in real or imagined acoustic spaces.MathematicsSoftware engineering
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Lex Fridman· 6 déc. 2017PodcastThe Race Car and the Rulebook: Chris Gerdes on Automated Vehicle SafetyAnime : Lex FridmanA Stanford engineer and former DOT innovation chief explains how autonomous racing, voluntary safety guidance, and data sharing could shape safer self-driving cars.SécuritéAutonomous DrivingSécurité et gouvernance+3
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Jane Street· 4 déc. 2017How Jane Street Reviews Code with IronIan Henry · Jane StreetJane Street's internal review tool tracks what each reviewer has actually read, keeps feedback in the code, and enforces review obligations before release.Code review & verificationSoftware engineeringWorkflows de développement et tests
6 diapositives1:13:25EN
Jane Street· 27 nov. 2017Nate Foster: Verifying Programmable Network Data PlanesNate Foster, Yaron Minsky · Cornell UniversityHow p4v applies program verification to packet-processing code, and why its conclusions depend on control-plane assumptions.Programming LanguagesSoftware engineeringCode review & verification
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GOTO Conferences· 7 nov. 2017Home Automation with Asynchronous MicroservicesFred GeorgeFred George walks through a 2017 experiment with devices, events and small services.Software engineeringInfrastructure et déploiement
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