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7 slides1:18:13EN
Jane Street· Feb 11, 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· Feb 7, 2019Podcast · 2 speakersKyle Vogt Built the Highway Kit, Then Scrapped It Before Selling a Single OneGuest Kyle Vogt · Host 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.Enterprise & strategyAutonomous DrivingRobotics+3
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Lex Fridman· Jan 19, 2019Podcast · 2 speakersEinstein Was the Worst of Five Ph.D. StudentsGuest Tomaso Poggio · Host Lex FridmanMIT neuroscientist Tomaso Poggio on why intelligence is science's deepest problem, and what brains still have to teach machines.Models & trainingML fundamentalsAI research+3
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Lex Fridman· Jan 17, 2019PodcastDeep Learning at the Edge of 2019: BERT, Autopilot, and the Ideas That Broke ThroughHost Lex FridmanA tour of the architectural, applied, and automation breakthroughs that defined deep learning in 2018 and set up 2019.Models & trainingDeep LearningAI research+3
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3Blue1Brown· Jan 13, 2019The Collision Puzzle That Reveals Digits of πAn idealized pair of sliding blocks produces a surprising counting pattern.MathematicsPhysics
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a16z· Jan 2, 2019Podcast · 2 speakersDavid Oyelowo on Queen of Katwe and Who Gets to Tell StoriesGuest David Oyelowo · Host Ben HorowitzA 2016 conversation about the film, representation and opportunities in Hollywood.Storytelling
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a16z· Jan 2, 2019Podcast · 4 speakersInnovation, AI and Google I/O: A 2016 DiscussionGuest Benedict Evans, Connie Chan, Steven Sinofsky · Host Kyle RussellA historical discussion of Google Assistant, Instant Apps and Daydream as products and platforms.Product StrategyAI History
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a16z· Jan 2, 2019Podcast · 4 speakersCoding Literacy and Opening Paths Into TechnologyGuest Susan Mernit, Laura Weidman Powers, Reshma Saujani · Host Chrissie BrodiganA 2014 discussion on coding education, confidence, mentorship and barriers to tech careers.EducationSoftware engineeringCareers
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a16z· Jan 2, 2019Podcast · 2 speakersInvesting in Underserved CommunitiesGuest Kesha Cash · Host Tawny HolguinKesha Cash and Tawny Holguin discuss impact, returns and the Mayvenn business model.InvestingVenture Capital
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Lex Fridman· Dec 28, 2018Podcast · 2 speakersLibratus Beat the World's Best Poker Players Without a Neural NetworkGuest Tuomas Sandholm · Host 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· Dec 23, 2018Podcast · 2 speakersSchmidhuber’s bet: true meta-learning rewrites the learner, not the last layerGuest Juergen Schmidhuber · Host 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.Models & trainingML fundamentalsAGI Timelines+3
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Lex Fridman· Dec 16, 2018Podcast · 2 speakersA one-legged robot learned a backflip from "this is better"Guest Pieter Abbeel · Host 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.Models & trainingReinforcement LearningRobotics+2
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Lex Fridman· Dec 9, 2018Podcast · 2 speakersThe Machine Should Never Treat Its Objective as GospelGuest Stuart Russell · Host 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.Security & safetySafety & governanceAutonomous Driving+3
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Jane Street· Dec 7, 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· Dec 4, 2018Podcast · 2 speakersThey Ran an Extension Cord Next Door and Invented GoogleGuest Eric Schmidt · Host 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.Enterprise & strategyCompany BuildingAI Strategy+3
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3Blue1Brown· Dec 2, 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· Nov 29, 2018Podcast · 2 speakersStack Overflow Was Never Designed for BeginnersGuest Jeff Atwood · Host 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 & communityCoding CultureCompany Building+3
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Google DeepMind· Nov 23, 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· Nov 22, 2018Podcast · 2 speakersHe raised Python like a child, then set it freeGuest Guido van Rossum · Host 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 & communityProgramming LanguagesOpen-source ecosystems+3
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Lex Fridman· Nov 16, 2018Podcast · 2 speakersThe Hardest Part of Learning Was Left Out of the TextbooksGuest Vladimir Vapnik · Host 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.Models & trainingML fundamentalsDeep Learning Critique+3
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Jane Street· Oct 24, 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 & deploymentProgramming Languages
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Lex Fridman· Oct 20, 2018Podcast · 2 speakersAn Adult Can Change Last Year's Mind. A Network Still Cannot.Guest Yoshua Bengio · Host 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.Models & trainingDeep LearningML fundamentals+3
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Lex Fridman· Oct 17, 2018Podcast · 2 speakersSteven Pinker: Intelligence Is Not a Will to PowerGuest Steven Pinker · Host Lex FridmanThe Harvard psychologist tells Lex Fridman why nuke analogies, paperclip stories, and AI-takeover fears mix up problem-solving with domination.Security & safetySafety & governanceExistential Risk+3
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Lex Fridman· Sep 1, 2018Podcast · 2 speakersA 2040 Siri That Passes Every Turing Test Still Wouldn't Be ConsciousGuest Christof Koch · Host 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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