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1:27:30ENFrom NAND Gates to Self-Driving Traffic: Deep Reinforcement Learning in One LectureModeration: Lex FridmanLex Fridman's second MIT 6.S094 lecture walks from the humble perceptron to deep Q-learning and the browser-based DeepTraffic competition.
18:02ENYour Career Is the Most Important Product You'll Ever ShipModeration: Lenny RachitskyA product-leadership framework for navigating dozens of jobs, building career stories, avoiding burnout, and turning reputation into opportunity.
12:01ENThe Big Nap: Why Eric Weinstein Thinks the Pandemic Ends 75 Quiet YearsGast: The Big Nap · Moderation: Lex FridmanIn an April 2020 conversation, Eric Weinstein and Lex Fridman discuss what a global crisis reveals about collective action, fragility, and the institutions we treat as museum pieces.
1:05:15ENTaming the Long Tail: How Waymo Builds a Self-Driving FactoryModeration: Lex FridmanWaymo principal scientist Drago Anguelov explains how machine learning infrastructure, hybrid design and smart simulated agents tackle the rare events of autonomous driving.
54:05ENServal's Jake Stout on Outbuilding ServiceNow: Mirror the System of Record, Bet on Code, and Ship Before the Incumbent Can Book a MeetingModeration: Jacob EffronHow an AI-native employee-support startup attacks a legacy ITSM incumbent with velocity, code-generated workflows and a permissions-first architecture.
1:27:15ENPolicy Gradients vs. Q-Learning: John Schulman's Field Guide to Deep Reinforcement LearningModeration: Lex FridmanOpenAI's John Schulman walks through the core methods of deep RL, from the score function estimator to TRPO and DQN, and says when each one is worth using.
1:25:34ENShipping in Days: How Claude Code's Head of Product Runs a Team at AI SpeedModeration: Lenny RachitskyCat Wu, Head of Product for Claude Code and Cowork at Anthropic, explains how the PM role, hiring, tooling and culture change when features go from idea to users in a week or less.
1:24:38ENPlant Seeds, Don't Pour Concrete: Alex Komoroske on Gardening Your Way Through the LLM EraGast: Alex Komoroske · Moderation: Lenny RachitskyA former Google and Stripe strategist explains why LLMs are "magical duct tape," how organizations lie to themselves, and why gardeners beat builders when the playbook is changing.
1:39:22ENRust-Proofing a Company: Eric Ries on Why Success Corrupts and Governance ProtectsModeration: Lenny RachitskyThe author of The Lean Startup explains why good companies go bad, and the charters, trusts and habits that keep a mission intact.
1:07:20ENRiding the Lightning: What Hypergrowth Companies Share, According to Atlassian's Former Marketing ChiefGast: Carilu Dietrich · Moderation: Lenny RachitskyCarilu Dietrich draws on her years at Atlassian and her advisory work with fast-growing B2B companies to explain how to build a career, a brand and a growth engine.
45:27ENThe Agent State: How AI Flattened the Adversary Pyramid and Why Defenders Need Their Own Frontier ModelsModeration: Sarah Guo, Elad GilCrowdStrike CEO George Kurtz explains how low-skill attackers now wield nation-state tradecraft through AI agents, and how CrowdStrike and Nvidia are training security-specific models to fight back.
1:22:50ENRadical Self-Inquiry: Jerry Colonna on Growing Up Without Feeling Like CrapGast: Jerry Colonna · Moderation: Lenny RachitskyExecutive coach Jerry Colonna explains why leadership and resilience come from honest inner work, not just practical skills, and how unexamined childhood patterns quietly shape our teams and companies.
1:25:49ENShip Weekly, Cut Scope, and Keep a Secret Roadmap: How Captions Builds in the AI EraModeration: Lenny RachitskyGaurav Misra explains how a modern AI startup turns constant model progress into weekly shipped products, technical debt as leverage, and talking-video tools for non-professionals.
1:55:04ENMining the Computational Universe: Stephen Wolfram on What AI Can and Can't Be Told to DoGast: Stephen Wolfram · Moderation: Lex FridmanIn a talk for MIT's AGI course, Stephen Wolfram connects Wolfram Alpha, simple programs, computational irreducibility and the problem of telling machines what humans want.
1:09:56ENWhen Anyone Can Build Anything, Taste Becomes the Product JobModeration: Lenny RachitskyCodex desktop lead Andrew Ambrosino on how AI has inverted product development, why roles are blurring but shouldn't vanish, and where Codex and ChatGPT are headed.
1:19:21ENVapnik's Case for Learning by Predicates, Not Just by More DataModeration: Lex FridmanIn an MIT lecture, Vladimir Vapnik argues that complete statistical learning needs two mechanisms, data and invariants, and that choosing smart predicates is where intelligence lives.
58:57ENWhen the Model Learns to Look Around: Apollo Research on Testing o1 for SchemingModeration: Nathan LabenzApollo Research founder Marius Hobbhahn explains how his team probed OpenAI's o1 for deception, what it found, and why the trajectory worries him more than the model itself.
1:36:17ENUnderstaff on Purpose, Never Be Chill: Matt MacInnis on Leading Rippling Through EntropyModeration: Lenny RachitskyRippling's chief product officer and longtime COO explains why extraordinary outcomes demand extraordinary effort, and the frameworks he uses to hire, set process and keep intensity high.
1:03:25ENTheano in an Hour: Symbolic Graphs, Automatic Gradients and a Compiler That Rewrites Your MathModeration: Lex FridmanPascal Lamblin of MILA walks through how Theano builds, differentiates, optimizes and runs computation graphs, then trains logistic regression, a convnet and an LSTM.
31:46ENWhy Rivian Threw Out Its First Self-Driving Stack and Built Its Own BrainModeration: Sarah Guo, Elad GilRivian founder RJ Scaringe explains the neural-net reset, in-house chips, software-defined architecture and the mass-market R2 bet.
10:24ENConcepts: How C++ Finally Got Compile-Time Constraints on TemplatesGast: Bjarne Stroustrup · Moderation: Lex FridmanBjarne Stroustrup explains what C++ concepts are, why they are real and shippable today, and why it took decades to get them right.
53:47ENLex Fridman Meets the Narrator: A Playthrough of The Stanley Parable as Existential CrisisModeration: Lex FridmanLex Fridman plays The Stanley Parable and riffs on free will, the simulation, reincarnation, mind control and mortality as the narrator rewrites his choices.
1:51:30ENNever Search Alone: Why a Job Search Council Beats Going It SoloGast: Phyl Terry · Moderation: Lenny RachitskyPhyl Terry explains how job seekers can borrow product-management methods and a small peer group to find work they actually want, even in a down market.
11:11ENFilling the Empty Quadrants: Jim Gates on Supersymmetry and the Beauty of Broken SymmetryGast: Jim Gates · Moderation: Lex FridmanTheoretical physicist Jim Gates explains supersymmetry with a four-slice pie, recalls how he chose it for his thesis in the 1970s, and connects it to the way physics moves from mathematics to experiment.
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