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2:24:31EN
Lex Fridman· Oct 11, 2019Podcast · 2 speakersWatson Won Jeopardy Without Understanding. Ferrucci Wants AI That Can Explain ItselfGuest David Ferrucci · Host Lex FridmanLex Fridman talks with David Ferrucci about IBM Watson, why prediction is not understanding, and why high-stakes decisions need machines that can reason with us.RAG & knowledgeRetrieval-augmented generationAI research+3
22:20EN
3Blue1Brown· Oct 8, 2019Why a Polar Plot of Primes Forms Spirals and RaysA visualization connects approximations of π, residue classes and the distribution of prime numbers.Mathematics
1:25:01EN
Lex Fridman· Oct 3, 2019Podcast · 2 speakersGary Marcus: Deep Learning Imitates Intelligence. It Does Not Understand.Guest Gary Marcus · Host Lex FridmanOn Lex Fridman's podcast, the NYU emeritus and Rebooting AI co-author argues that perception and reasoning need different tools — and that trustworthy AI is impossible until machines can represent harm, bottles, and intent.Models & trainingDeep Learning CritiqueAGI Timelines+3
1:03:13EN
Lex Fridman· Sep 30, 2019Podcast · 2 speakersYou Can't Have Both Kinds of Fairness, Says Peter NorvigGuest Peter Norvig · Host Lex FridmanThe co-author of Artificial Intelligence: A Modern Approach walks Lex Fridman through recidivism scores, utility functions, Lisp, MOOCs, and why human-level intelligence should not be the goal.Models & trainingML fundamentalsSafety & governance+3
6:13EN
Lex Fridman· Sep 28, 2019Podcast · 2 speakersLeonard Susskind on Quantum Computers as SimulatorsGuest Leonard Susskind · Host Lex FridmanA 2019 conversation considers quantum simulation and computational limits.PhysicsQuantum Mechanics
3:00EN
Lex Fridman· Sep 27, 2019Podcast · 2 speakersLeonard Susskind on the First Black Hole ImageGuest Leonard Susskind · Host Lex FridmanA 2019 reflection on observation, relativity and precision instruments.
11 slides1:05:59EN
Jane Street· Sep 27, 2019Derek Dreyer: Proving the Safety of Rust with RustBelt and IrisDerek Dreyer · Max Planck Institute for Software SystemsRust combines safe interfaces with libraries that use unsafe code internally. Derek Dreyer explains how RustBelt verifies those libraries and why its proof needs an expressive logic for concurrency.Programming LanguagesSoftware engineeringSecurity & safety
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Lex Fridman· Sep 26, 2019Podcast · 2 speakers400 Spins in a Pocket, and a Universe Too Small to Store ThemGuest Leonard Susskind · Host Lex FridmanLeonard Susskind tells Lex Fridman why quantum computers are not faster laptops, why string theory is a tool rather than a citizenship, and why nobody should claim to have found the bottom of the well.Black HolesConsciousnessPhilosophy of Science+2
5:57EN
Lex Fridman· Sep 24, 2019Podcast · 2 speakersFrançois Chollet Questions the Intelligence-Explosion HypothesisGuest François Chollet · Host Lex FridmanA 2019 discussion of intelligence, environment and opportunity.
1:17:29EN
Lex Fridman· Sep 23, 2019Podcast · 2 speakersThe Algorithm Is Already Better. The Clinic Still Uses 1967.Guest Regina Barzilay · Host Lex FridmanMIT's Regina Barzilay on why deep learning already beats the breast-cancer 'density' score — and why data, liability, and incentives still will not move.AI in healthcareAI for scienceData quality & curation+3
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Lex Fridman· Sep 19, 2019Podcast · 2 speakersThe Best-Selling Vacuum in America Is a RobotGuest Colin Angle · Host Lex FridmaniRobot CEO Colin Angle on why most robotics companies die, why a Roomba is costed by weight, and why printing privacy promises on the box would hurt sales.Enterprise & strategyRoboticsProduct Strategy+3
1:59:49EN
Lex Fridman· Sep 14, 2019Podcast · 2 speakersIntelligence is not the height of a building: François Chollet on Keras, deep learning, and why AGI will not explodeGuest François Chollet · Host Lex FridmanThe Keras creator tells Lex Fridman that intelligence lives in a brain, a body, and a problem, that science already is a recursively self-improving superhuman system with linear output, and that the real near-term danger is the newsfeed.Models & trainingDeep LearningAI research+3
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Lex Fridman· Sep 10, 2019Podcast · 2 speakersJeremy Howard on Practical Deep-Learning ResearchGuest Jeremy Howard · Host Lex FridmanThe fast.ai co-founder discusses incentives, transfer learning and active learning.
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GOTO Conferences· Sep 10, 2019Helping Children Explore Coding Through ProjectsSeth ThomsonSeth Thomson shares family experiences, mentorship and robotics lessons from 2019.EducationSoftware engineering
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Lex Fridman· Sep 9, 2019Podcast · 2 speakersSean Carroll on Intelligent Life and the Limits of Our SearchGuest Sean Carroll · Host Lex FridmanA conversation about the Fermi question, unfamiliar forms of intelligence and possible ways civilizations might be detected.AstrobiologyPhysics
56:47EN
Lex Fridman· Sep 8, 2019Podcast · 2 speakersWhy Vijay Kumar Refuses to Call Them DronesGuest Vijay Kumar · Host Lex FridmanThe Penn roboticist on swarm design, true autonomy, and why batteries — not algorithms — still limit the sky.RoboticsAutonomous SystemsMulti-agent systems+3
1:15:58EN
Lex Fridman· Aug 31, 2019Podcast · 2 speakersHuman Intelligence Is a Ridiculously Narrow SliverGuest Yann Lecun · Host Lex FridmanYann LeCun tells Lex Fridman why giant nets plus gradient descent broke the textbooks, why "AGI" is the wrong word, and why the next leap is a world model learned like a baby.Models & trainingML fundamentalsAI research+3
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Lex Fridman· Aug 28, 2019Podcast · 2 speakersJeremy Howard on Getting Started with Deep LearningGuest Jeremy Howard · Host Lex FridmanA 2019 conversation emphasizes training models, inspecting data and solving real problems.Deep LearningEducation
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Lex Fridman· Aug 27, 2019Podcast · 2 speakersA Single GPU Is Enough: Jeremy Howard on Teaching Deep LearningGuest Jeremy Howard · Host Lex FridmanThe fast.ai founder tells Lex Fridman why domain experts, not more papers or more TPUs, will decide whether deep learning actually helps people.Models & trainingDeep LearningML fundamentals+3
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Lex Fridman· Aug 23, 2019Podcast · 2 speakersPamela McCorduck: AI Began With the Ancient Wish to Forge the GodsGuest Pamela McCorduck · Host Lex FridmanThe novelist who wrote the first popular history of artificial intelligence talks with Lex Fridman about Dartmouth, AI winters, and why existential panic looks like the male gaze.AI HistoryPhilosophyAI research+3
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Lex Fridman· Aug 19, 2019Podcast · 2 speakersLockheed Martin's CTO on Autonomy, the Moon, and the Culture of Not Getting It WrongGuest Keoki Jackson · Host Lex FridmanKeoki Jackson tells Lex Fridman why going back to the Moon is the easy part—and why proving a learning system will still do the right thing is not.Security & safetySafety & governanceHuman-in-the-loop validation+3
57:42EN
Lex Fridman· Aug 12, 2019Podcast · 2 speakersA Brain Organoid Is Not a BrainGuest Paola Arlotta · Host Lex FridmanHarvard developmental biologist Paola Arlotta on how the cerebral cortex is built, why timing and mechanical force are part of the code, and why a dish of stem cells is only a window onto that process.Neuroscience & AIAI for scienceComputational Biology+2
1:59:37EN
Lex Fridman· Aug 5, 2019Podcast · 2 speakersLane Centering Is the Only Self-Driving Feature That Already HelpsGuest George Hotz · Host Lex Fridmancomma.ai founder George Hotz tells Lex Fridman why staying in the lane beats Level 5 promises, and why a robotaxi stack still has no network effect.Enterprise & strategyAutonomous DrivingRobotics+3
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Lex Fridman· Aug 1, 2019Podcast · 2 speakersKevin Scott: Treat AI Like a Hash Table, and Measure Platforms by What Others EarnGuest Kevin Scott · Host Lex FridmanMicrosoft's CTO talks radical markets, data dignity, Dunbar's number, and why a platform fails if only a handful of companies decide what AI is for.Enterprise & strategyAI StrategyProduct Strategy+3
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