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1:12:00ENWhy Deep Learning Works at All: Yoshua Bengio on Composition, Saddle Points and the Case for Unsupervised LearningAnime : Lex FridmanIn a 2016 Deep Learning School talk, Yoshua Bengio explains the assumptions that let neural nets beat the curse of dimensionality and lays out the open challenges ahead.
1:02:15ENSuno’s CEO Says the Future of Music Is a Conversation, Not a PromptAnime : Jacob EffronSuno CEO Mikey Shulman explains how AI music is moving from text prompts to co-creation, why music evals are subjective, and what he would build next.
1:10:21ENReteaming Is Inevitable: Heidi Helfand on Five Ways Teams Change and How to Do It WellInvité : Heidi Helfand · Anime : Lenny RachitskyThe author of Dynamic Reteaming explains why stable teams are a myth, how to run reorgs transparently, and when an isolated team is the right tool.
1:09:51ENFrom Campus Job Board to AI Data Powerhouse: How Handshake Hit $50M ARR in Four MonthsInvité : Garrett Lord · Anime : Lenny RachitskyHandshake CEO Garrett Lord explains what expert data labeling actually involves and how a decade-old student network became a supplier to seven frontier AI labs.
35:43ENTwo Four-Hour Sprints and a Mantra: Inside Lex Fridman's Daily RoutineAnime : Lex FridmanAn hour-by-hour walkthrough of how Lex Fridman structures a day around deep work, strict limits on distractions, exercise, a one-meal keto diet and reading.
26:51ENA Walking Skeleton in a Beautiful Face: Ben Goertzel on What Sophia Really IsAnime : Lex FridmanThe former Hanson Robotics chief scientist explains how Sophia works, why she is not AGI, and why he thinks the illusion can still be put to good use.
1:25:08ENRahul Vohra on Superhuman: Product-Market Fit Engines, Game Design and a CEO's TimeInvité : Rahul Vohra · Anime : Lenny RachitskyThe Superhuman founder explains how he measures and optimizes product-market fit, why he treats products like games, and how he redesigned his own job to speed up the company.
45:12ENInside a Robot Data Factory: How Mecka Sensorizes Humans to Train RobotsMecka AI founder Josh Gao explains how a company collects, quality-checks and licenses egocentric human data, and why robotics will arrive as a steady unlock of tasks rather than a single breakthrough.
1:02:24ENFrom Looping Forklifts to Self-Driving Cities: Sertac Karaman on Motion PlanningAnime : Lex FridmanAn MIT professor traces motion planning from the DARPA Urban Challenge to the future of transportation and the cities built around cars.
1:23:20ENBack From the Brink: How Intercom's Founder Rebuilt a Stalled SaaS Company Around the Fin AI AgentInvité : Eoghan McCabe · Anime : Lenny RachitskyIntercom CEO Eoghan McCabe describes the strategy, pricing, culture and personal changes behind turning a plateauing SaaS business into an AI-agent company.
30:20ENDraw the Circle: Julie Zhuo’s Five-Step Playbook for Influencing Hard Product DecisionsAnime : Lenny RachitskyA practical process for turning prioritization fights into shared learning, evidence gathering, and clear decision ownership.
1:42:30ENThe Genie Has Three Wishes: How a Non-Coder Became Lovable's Professional Vibe CoderAnime : Lenny RachitskyLazar Jovanovic explains the planning files, parallel prototypes and debugging routine he uses to ship production software with AI, and why judgment and taste now matter more than code.
1:27:41ENDeep Learning in 2020: Lex Fridman's Tour of Transformers, Self-Play, Self-Driving and What Comes NextAnime : Lex FridmanAn MIT lecture surveys the biggest advances of 2017 to 2019 across language, reinforcement learning, deep learning theory and autonomous vehicles, and lists Fridman's hopes for the year ahead.
1:13:52ENPunching Above Your Weight: Airtable's Early Marketing Playbook, From Billboards to ChampionsInvité : Zoelle Egner · Anime : Lenny RachitskyAirtable's employee number 11, Zoelle Egner, explains how a 15-person company earned enterprise trust, built word of mouth and chose where to spend scarce marketing effort.
1:06:47ENStop Pushing Customers Through a Funnel: Georgiana Laudi's Customer-Led Growth PlaybookAnime : Lenny RachitskyHow to replace pirate metrics with customer research, jobs-to-be-done, measurable value milestones, and messaging that actually converts.
1:01:49ENFocus Wisely: How Calendly Grew from a Free Viral Tool into a Product-Led Business with a Sales TeamInvité : Annie Pearl · Anime : Lenny RachitskyCalendly's chief product officer Annie Pearl explains how the company picks its customers, plans its roadmap, and layers sales on top of product-led growth.
24:50ENThe Rituals Behind Great Decisions: Eigenquestions, Dory/Pulse, and the Forum That Replaces Standing MeetingsAnime : Lenny RachitskyHow Coda and other companies design decision rituals—from eigenquestions and two-way write-ups to multi-threaded forums and proactive stakeholder tags.
1:10:02ENLocal CEOs and Wow Products: Inside Revolut's Forge for Product LeadersAnime : Lenny RachitskyRevolut's global head of product, Dmitry Zlokazov, explains how ownership, depth, polish and raw intellect shape the product owners who ship across 50 countries.
1:14:15ENChange Your State First: Jonny Miller's Breath-Based Playbook for Calm, Energy and Burnout PreventionInvité : Jonny Miller · Anime : Lenny RachitskyNervous system coach Jonny Miller explains why bottom-up tools like breathwork beat reframing your thoughts, and how to spot burnout while it is still a feather.
1:17:24ENThe Audience Is the Hero: Nancy Duarte's Playbook for Stories That Move PeopleAnime : Lenny RachitskyA practical guide to empathy-led presentations, contrast structures, visual alignment, and calming presentation nerves.
1:04:39ENFrom Udacity's Self-Driving Car Course to a Startup for Retirement Communities: Oliver Cameron on Building VoyageAnime : Lex FridmanVoyage CEO Oliver Cameron tells the unconventional story of how a self-driving curriculum became a car, then a company that deploys in retirement communities, and what he learned along the way.
29:09ENPlan in 90-Day Windows: How OpenAI's Product Leaders Ship Fast Without Losing the PlotAnime : Lenny RachitskyOpenAI's Tara Seshan and Nan Yu tell Claire Vo how they ship imperfect features, design agents people can follow, work with research, and think about 2027.
1:30:53ENObviously Awesome in Practice: April Dunford's Playbook for B2B Product PositioningInvité : April Dunford · Anime : Lenny RachitskyThe author of Obviously Awesome explains how to tell whether positioning is broken, how to rebuild it step by step, and why one persona matters more than the rest.
11:34ENNeither Discovered Nor Invented: Grant Sanderson on the Cycle Between Math and the WorldAnime : Lex Fridman3Blue1Brown's Grant Sanderson tells Lex Fridman that mathematics feeds on a loop of discovery and invention, and wonders why the universe's laws are so compressible.
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