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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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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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