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1:13:06EN
Lex Fridman· May 13, 2019Podcast · 2 speakersThe Compiler That Got Apple, Google, and Intel to Share a CodebaseGuest Chris Lattner · Host Lex FridmanChris Lattner walks through LLVM, Clang, Swift, TPU numeric formats, and why compiler work is mostly software engineering.Infrastructure & deploymentOpen-source ecosystemsSoftware engineering+1
5 slides57:57EN
Jane Street· May 8, 2019Sebastian Funk on a Fast, Safe and Maintainable Packet ProcessorSebastian Funk · Jane StreetA single-core market-data case study shows how latency targets, allocation control and generated code can coexist with high-level abstractions.Software engineeringBenchmarksInfrastructure & deployment
1:46:01EN
Lex Fridman· Apr 29, 2019Podcast · 2 speakersThe Night AlphaStar Beat TLO, the Team Went to a BarGuest Oriol Vinyals · Host Lex FridmanOriol Vinyals on how DeepMind turned StarCraft II into a sequence problem, built a league of agents, and still refuses to call the game solved.AgentsReinforcement LearningMulti-agent systems+3
1:08:37EN
Lex Fridman· Apr 18, 2019Podcast · 2 speakersA Bar in Montreal, Then a Night of Code: Ian Goodfellow on Why GANs WorkGuest Ian Goodfellow · Host Lex FridmanLex Fridman talks with Ian Goodfellow about the 2014 invention of generative adversarial networks, adversarial examples as a security problem, and what still has to be built before machines can hold a fact the way a person does.Models & trainingGenerative mediaML fundamentals+3
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Lex Fridman· Apr 12, 2019Podcast · 2 speakersElon Musk: Every Driver Input Is an Error Tesla Autopilot Must EliminateGuest Elon Musk · Host Lex FridmanAfter MIT published a study of functional vigilance on Autopilot, Lex Fridman sat down with Musk to argue about cameras on drivers, fleet data, and whether humans still belong in the loop.Security & safetyAutonomous DrivingHuman-in-the-loop validation+3
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Lex Fridman· Apr 3, 2019Podcast · 2 speakersThe Only Real Freedom Is How AGI Is BornGuest Greg Brockman · Host Lex FridmanGreg Brockman tells Lex Fridman why OpenAI’s job is to set the initial conditions of general intelligence, not to monopolize who builds it.Enterprise & strategyAGI TimelinesSafety & governance+3
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Lex Fridman· Mar 20, 2019Podcast · 2 speakersWe Keep Waiting for AGI. Eric Weinstein Says Artificial Life Is Already HereGuest Eric Weinstein · Host Lex FridmanOn the Lex Fridman Podcast, the mathematician and Thiel Capital managing director argues that selection without intelligence can already parasitize us, and that our bigger failure is wisdom that never caught up with the toys.Security & safetySafety & governanceExistential Risk+3
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Lex Fridman· Mar 12, 2019Podcast · 2 speakersLeslie Kaelbling: You Buy the Ticket Before You Can Plan the AirportGuest Leslie Kaelbling · Host Lex FridmanThe MIT roboticist tells Lex Fridman why abstractions, belief-space control, and built-in bias matter more than picking a tribe of symbols or neural nets.AgentsReinforcement LearningRobotics+3
8 slides1:08:44EN
Jane Street· Mar 8, 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 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
1:19:59EN
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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