machine learning
83 episodes mention this concept
FreakonomicsApr 15, 2026Are Human Drivers Finally Obsolete? The Journey of Autonomous Vehicles from Desert Races to Public Roads
TechnologyDriverless carsAutonomous vehiclesRobo-taxisArtificial intelligence (AI)
psychacksMar 13, 2026Optimization Fatigue: The Paradox of Striving for Perfection and Its Detrimental Effects on Growth and Well-being
PsychologyOptimization fatigueEudaimonic treadmillHedonic treadmillMachine learning optimal hit rate (85%)
EconomicsExplainedNov 10, 2025The 2025 Nobel Prize in Economics: Innovation, Creative Destruction, and the AI Revolution
EconomicsInnovation-driven economic growthTechnological innovationIndustrial RevolutionCompounding technological progress
NewEconomicThinkingAug 13, 2025The Economics of Data Privacy: Who Wins and Who Loses When AI Makes Decisions
EconomicsAlgorithm designMachine learning applicationsIncentives in algorithmsData privacy cost
hubermanlabMay 29, 2025The Philosophical and Practical Dimensions of AI: From Self-Supervised Learning to Human-Robot Relationships
TechnologyArtificial Intelligence (AI)Machine Learning (ML)Deep LearningNeural Networks- hubermanlabMar 18, 2024
How the Brain Encodes Vision, Curing Blindness with Neural Prostheses, and Navigating a Scientific Career Path with Dr. E.J. Chichilnisky
NeuroscienceVisual PerceptionNeural ProsthesisRetinaPhotoreceptor Cells 
lexfridmanSep 10, 2023Walter Isaacson on Elon Musk, Steve Jobs, Einstein, Da Vinci: Harnessing Demons, Visual Thinking, and Mission-Driven Innovation
Self-DevelopmentDifficult childhood as a catalystHarnessing demonsPsychological abuseAsperger's- lexfridmanJul 29, 2022
Brian Armstrong on Coinbase, Cryptocurrency Exchanges, and Navigating Regulation
FinanceCryptocurrency exchangeBitcoinEthereumCardano - lexfridmanJun 26, 2022
DeepMind's AI Milestones: From Board Games to General Problem Solving
TechnologyArtificial Intelligence (AI)DeepMindProblem SolvingGeneralization - psychacksMay 5, 2022
Updating Your Mental Browser: Re-evaluating Belief Systems for Personal Growth
PsychologyBelief systemOperating system (metaphor)Extrapolated generalizationsLimited data set - lexfridmanJan 26, 2022
Thomas Tull on Filmmaking, AI, Investment, and the Future of Storytelling
TechnologyInstitutional CapitalPrivate EquityTentpole FilmsFranchise Filmmaking - lexfridmanNov 23, 2021
Kevin Systrom on Instagram's Origin, Product Market Fit, and Data-Driven Design
TechnologyProduct-market fitCheck-in appsPhoto sharingIterative product development - lexfridmanNov 16, 2021
Boris Sofman on Anki's Cozmo, Human-Robot Interaction, and the Future of Autonomous Robotics
TechnologySocial RoboticsHuman-Robot Interaction (HRI)Autonomous Vehicles (AVs)Emotional Intelligence (in robots) - lexfridmanSep 9, 2021
Donald Knuth on Early Programming, Machine Learning, Literate Code, and the Future of AI Automation
TechnologyDecimal machine languageAssemblerDebuggingOff-by-one errors - hubermanlabJul 19, 2021
The Future of Human-Machine Interaction: AI, Learning, and the Dance with Robots with Dr. Lex Fridman
TechnologyArtificial Intelligence (AI)Machine Learning (ML)Deep LearningNeural Networks - NewEconomicThinkingJun 16, 2021
The Human Advantage: Framing, Mental Models, and AI in a Complex World
PhilosophyMental Models (Frames)Cognitive PsychologyBig DataMachine Learning - lexfridmanMay 24, 2021
Bryan Johnson on Kernel Flow: Measuring the Mind for Personal and Societal Transformation
NeuroscienceBrain-Computer Interfaces (BCI)Kernel Flow (device)Spectroscopy (functional imaging)Blood Oxygenation Level Dependent (BOLD) signal - NewEconomicThinkingMar 8, 2021
Digital Technology, Pandemic, and Accelerated Transformations: Economic, Social, and Governance Impacts
EconomicsDigital transformationPandemic accelerationTechnology adoptionTelehealth - NewEconomicThinkingFeb 10, 2021
Venture Capital in the 21st Century: Climate Change, State Intervention, and the Next Green Economy
EconomicsDigital revolutionMachine learning technologiesClimate change externalityCarbon pricing - lexfridmanJan 27, 2021
AI, Consciousness, and the Human Experience: An AMA with Lex Fridman
PhilosophyAI sufferingConsciousnessHuman conditionYin and Yang - lexfridmanJan 4, 2021
The Synergy of AI and Human Intelligence in Speech-to-Text Services with Dan Kokotov of Rev.ai
TechnologySpeech-to-text (STT)Automated Speech Recognition (ASR)Word Error Rate (WER)Natural Language Processing (NLP) - lexfridmanDec 26, 2020
Machine Learning, Education, and the Philosophy of Computer Science: A Dialogue with Charles Isbell and Michael Littman
TechnologyMachine LearningComputational StatisticsNeural NetworksHyperparameters - lexfridmanDec 20, 2020
Dmitri Dolgov on Waymo, the DARPA Urban Challenge, and the Evolution of Self-Driving AI
TechnologyAutonomous DrivingSelf-Driving CarsRoboticsArtificial Intelligence - lexfridmanDec 13, 2020
Michael Littman on Reinforcement Learning, AI's Future, and Dispelling Superintelligence Fears
TechnologyReinforcement LearningArtificial Intelligence (AI)Machine LearningArtificial General Intelligence (AGI) - lexfridmanDec 2, 2020
DeepMind's AlphaFold 2: Solving Protein Folding and Its Profound Impact on AI and Life Sciences
ScienceProtein FoldingAlphaFold 2Structural BiologyX-ray Crystallography - lexfridmanNov 23, 2020
Comma.ai Openpilot: Driving with George Hotz and Lex Fridman - A Deep Dive into End-to-End Autonomous Driving
TechnologyComma TwoOpenpilotEnd-to-end self-drivingLongitudinal control - NewEconomicThinkingNov 11, 2020
The Evolving Impact of AI, Automation, and Digital Technologies on Labor, Inequality, and Society
EconomicsSocial contractDynamic transitionModern digital technologiesLabor market - lexfridmanAug 24, 2020
Math Meme Review: Exploring Mathematical Concepts and Popularization with Grant Sanderson (3Blue1Brown)
ScienceProjective geometryDivision by zeroMachine learningGPT-3 (Generative Pre-trained Transformer 3) - NewEconomicThinkingAug 21, 2020
Digital Transformation: Geopolitics, Economics, and Governance in the Data-Driven Era
TechnologyDigital TransformationKnowledge-Based EconomyData-Driven EconomyIntellectual Property (IP) - NewEconomicThinkingJul 23, 2020
The AI Awakening: Economic Implications of Automation, Remote Work, and the Productivity Paradox
EconomicsArtificial General Intelligence (AGI)AutomationMachine LearningDeep Learning - lexfridmanJul 20, 2020
The Evolution and Future of JavaScript: From Ugly Duckling to Ubiquitous Language, and the Perils of Modern Library Dependencies
TechnologyJavaScriptProgramming languagesLibrariesFront-end development - lexfridmanMay 5, 2020
Daphne Koller on Machine Learning, Biomedicine, and the Future of Drug Discovery
ScienceMachine Learning in BiomedicineDrug DiscoveryHealthspanDisease Heterogeneity - lexfridmanApr 27, 2020
The Turing Test: Can Machines Think? A Philosophical and Engineering Deep Dive into AI
PhilosophyTuring TestImitation GameArtificial Intelligence (AI)Machine Learning - lexfridmanApr 24, 2020
Jack Dorsey on Square's Mission, Bitcoin as Internet's Native Currency, and the Philosophical Implications of AI
TechnologyEngineering at scaleOpen source communityCritical thinking skillsProblem-solving skills - lexfridmanApr 21, 2020
Stephen Wolfram on the Wolfram Language, Computable Knowledge, and the Future of AI
TechnologyWolfram LanguageMathematicaWolfram AlphaSymbolic language - lexfridmanApr 3, 2020
David Silver on AlphaGo, AlphaZero, and the Reinforcement Learning Path to Artificial Intelligence
TechnologyReinforcement Learning (RL)Deep Reinforcement LearningAlphaGoAlphaZero - lexfridmanFeb 24, 2020
Michael I. Jordan on Machine Learning as Engineering, the Limits of AI, and the Future of Decision-Making Systems
TechnologyMachine LearningArtificial Intelligence (AI)StatisticsComputer Science - lexfridmanFeb 21, 2020
Andrew Ng's Expert Advice on Getting Started and Building a Career in Deep Learning and AI
TechnologyDeep LearningMachine LearningNeural NetworksGradient Descent - lexfridmanJan 26, 2020
The Evolving YouTube Algorithm: Personalization, Quality, and the Human-AI Partnership
TechnologyYouTube algorithmRecommendation systemSearch systemCollaborative filtering - lexfridmanJan 25, 2020
The YouTube Algorithm: Engineering Recommendations, Societal Impact, and the Future of AI Curation with Christos Goodrow
TechnologyYouTube algorithmRecommendation systemsArtificial Intelligence (AI)Machine learning - lexfridmanDec 30, 2019
Donald Knuth: The Art of Computer Programming, Geek Thinking, and the Evolution of Algorithms
TechnologyComputational complexityAsymptotic notation (Big O notation)TeX typesetting systemIBM 650 computer - lexfridmanDec 23, 2019
Balancing Innovation and Safety in Autonomous Vehicles: Tesla, Waymo, and the Deep Learning Revolution
TechnologyPublic safetyInnovation driveLeadership stylesLevel 2 autonomy - lexfridmanDec 21, 2019
Sebastian Thrun: Pioneering Autonomous Vehicles, Flying Cars, AI, and Online Education
TechnologyAutonomous VehiclesElectric Vertical Takeoff and Landing (eVTOL) aircraftMassive Open Online Courses (MOOCs)Artificial Intelligence (AI) - NewEconomicThinkingDec 11, 2019
Will Robots Take Your Job? Automation, Work, and the Political Economy of Technology with Ha-Joon Chang
EconomicsAutomationTechnological unemploymentNumerical control (NC)Computerized Numerical Control (CNC) - lexfridmanNov 21, 2019
Michael Kearns on Differential Privacy: A Stronger Paradigm for Data Protection in the AI Era
TechnologyDifferential PrivacyAnonymizationProbabilistic AlgorithmAdding Noise (to computations) - lexfridmanNov 20, 2019
Game Theory, Machine Learning, and the Dynamics of Collective Behavior in Digital Systems
TechnologyGame TheoryAlgorithmic Game TheoryNash EquilibriumPrisoner's Dilemma - lexfridmanNov 19, 2019
Algorithmic Fairness, Privacy, and Ethics: Bridging Technical Solutions and Philosophical Dilemmas
Technologyalgorithmic fairnessdifferential privacymachine learninggame theory - lexfridmanNov 15, 2019
Elon Musk on Tesla Autopilot, Smart Summon, and AI as a Public Education Tool
TechnologySmart SummonAutoParkTesla AutopilotArtificial Intelligence (AI) - lexfridmanNov 14, 2019
Elon Musk's Brain Model: Limbic System, Cerebral Cortex, and a Tertiary Layer of Digital Super-Intelligence
NeuroscienceLimbic SystemCerebral CortexDigital Super-IntelligenceBiological Neural Net - lexfridmanNov 12, 2019
Elon Musk on Neuralink, AI, Autopilot, Consciousness, and Humanity's Existential Future
TechnologyConsciousnessScientific MethodArtificial Intelligence (AI)Digital Superintelligence - lexfridmanNov 9, 2019
Bjarne Stroustrup on Precision vs. Fuzziness in Programming: C++, Deep Learning, and Safety-Critical Systems
TechnologyMachine LearningDeep LearningC++ Programming LanguageFuzzy Programming - lexfridmanOct 27, 2019
Garry Kasparov on Chess, Deep Blue, AI, and Human-Machine Collaboration
TechnologyHuman-machine relationsClosed systems (in AI)Open-ended systems (in AI)Brute force AI (Shannon's Type A machine) - lexfridmanOct 26, 2019
AI Understanding the World Through Shared Knowledge Frameworks and Human Collaboration
TechnologyShared knowledgeInterpretive foundationKnowledge frameworksPattern matching - lexfridmanOct 12, 2019
The Dual Nature of Intelligence: Prediction, Explanation, and the Social Construct in AI
TechnologyPredictive intelligenceExplanatory intelligenceSocial construct of intelligenceAlien intelligence - lexfridmanOct 12, 2019
David Ferrucci on IBM Watson's Jeopardy Victory: AI Architecture, Challenges, and Project Management
TechnologyOpen-domain factoid question answeringNatural Language Understanding (NLU)Confidence estimation (AI)Machine learning (ML) - lexfridmanOct 11, 2019
David Ferrucci on IBM Watson, the Nature of Intelligence, and the Social Construct of Meaning in AI
TechnologyArtificial Intelligence (AI)Question-Answering SystemsBiological Information ProcessingComputer Information Processing - lexfridmanOct 7, 2019
Gary Marcus on the False Dichotomy of Nature vs. Nurture and Biomimicry for AI
ScienceNature vs. Nurture (false dichotomy)Innate knowledgeLearned knowledgeMachine learning (innate vs. learned) - lexfridmanSep 26, 2019
Leonard Susskind on Quantum Mechanics, String Theory, Black Holes, and the Intuitive Path to Understanding Nature
ScienceIntuition in physicsVisualization in scientific thoughtQuantum mechanicsClassical physics - lexfridmanAug 14, 2019
George Hotz on Tesla's Data-Driven Path to Level 5 Autonomy
TechnologyLevel 5 autonomyLevel 4 autonomyLane-keeping assist systemsFull autonomy - lexfridmanJul 29, 2019
Spotify's Evolution: From Piracy to Personalization with Gustav Soderstrom
TechnologyMachine learningPersonalizationMusic discoveryEscapism - lexfridmanJun 17, 2019
Rosalind Picard on Affective Computing, AI Ethics, Emotion, Privacy, and Human-Machine Connection
TechnologyAffective computingEmotion recognitionHuman-computer interaction (HCI)AI ethics - lexfridmanJun 3, 2019
TensorFlow's Evolution: From Google Brain's Inception to a Global Open-Source ML Ecosystem
TechnologyDeep LearningTensorFlowOpen SourceGoogle Brain - lexfridmanMay 13, 2019
Chris Lattner on Compilers, LLVM, Swift, and the Future of ML Accelerators
TechnologyCompilersLLVM (Low Level Virtual Machine)Clang compilerSwift programming language - lexfridmanApr 18, 2019
Ian Goodfellow on Generative Adversarial Networks, Deep Learning Limitations, and the Future of AI Cognition
TechnologyGenerative Adversarial Networks (GANs)Deep LearningRepresentation LearningMachine Learning - lexfridmanFeb 26, 2019
Deep Learning, Safety, and the Industrialization of Autonomous Mobility
TechnologyDeep learningAutonomous driving/vehicles (AVs)Machine learningPerception system - lexfridmanFeb 12, 2019
Taming the Long Tail: Waymo's Machine Learning Approach to Autonomous Driving Challenges
TechnologyAutonomous drivingMachine learningDeep learningPerception (AV) - lexfridmanFeb 1, 2019
Self-Driving Cars: State of the Art, Challenges, and the Human Experience (2019)
TechnologyAutonomous Vehicles (AVs)Semi-autonomous drivingFull autonomyMachine Learning - lexfridmanJan 11, 2019
Deep Learning Basics: Foundations, Progress, and Future Challenges
TechnologyDeep LearningNeural NetworksOptimizationMachine Learning - lexfridmanDec 4, 2018
Eric Schmidt on Google's Growth, AI's Future, and the Power of Scale and Vision
TechnologySpace programProgrammingOpen-source contributionsTechnology scaling - lexfridmanMar 2, 2018
Stephen Wolfram on the Computational Universe, Wolfram Alpha, and the Path to Artificial General Intelligence
TechnologyArtificial General Intelligence (AGI)Computational UniverseCellular AutomataWolfram Alpha - lexfridmanFeb 16, 2018
Waymo's Decade-Long Journey: Engineering Self-Driving Perception with Deep Learning
TechnologySelf-driving carsDeep learningMachine learningPerception (autonomous driving) - lexfridmanSep 27, 2016
Demystifying Deep Learning: A Practical and Conceptual Dive into Torch and Automatic Differentiation
TechnologyMachine LearningDeep Learning LibrariesTorch (programming framework)Lua (programming language) - lexfridmanSep 27, 2016
TensorFlow Core APIs: Building Machine Learning Models from Linear Regression to Digit Recognition
TechnologyTensorFlowMachine Learning LibraryOpen SourceData Flow Infrastructure - lexfridman
Richard Craib on WallStreetBets, Numerai, and the Future of Distributed Finance and AI Trading
FinanceCrowdsourced hedge fundDistributed systemDecentralized coordinationShort squeeze - lexfridman
Programming Meme Review with George Hotz: Automation, AI, and the Culture of Code
TechnologyProgramming memesAutomation paradoxSelf-driving carsKnowledge outsourcing - lexfridman
Rohit Prasad on Amazon Alexa, Conversational AI, and the Quest for True Intelligence
TechnologyConversational AINatural Language Processing (NLP)Human-Machine InteractionArtificial General Intelligence (AGI) - lexfridman
Andrew Ng on Deep Learning, Education, Automation, and the Future of AI Development
TechnologyMachine LearningDeep LearningArtificial Intelligence (AI)Automation - lexfridman
Human-Centered AI: Integrating Human Intelligence for Robust, Ethical, and Explainable AI Systems
TechnologyHuman-Centered Artificial Intelligence (AI)Learning-based approachesDeep learningMachine learning - lexfridman
The Business and Philosophy of Machine Learning: Promise, Limitations, and the Quest for General Intelligence
TechnologyMachine LearningArtificial Intelligence (AI)Deep LearningSupervised Learning - lexfridman
Jim Keller on the Enduring Relevance of Moore's Law and the Future of Computation
TechnologyMoore's Law (Gordon Moore's original definition)Operational Moore's Law (performance increase)Transistor countShrink factor - lexfridman
Peter Norvig on the Evolution of AI, Ethical Challenges, and the Future of Learning
TechnologyArtificial Intelligence (AI)Machine LearningDeep LearningUtility Function - lexfridman
Ray Dalio on AI, Principles, and the Future of Algorithmic Decision-Making
TechnologyArtificial Intelligence (AI)AlgorithmsMachine LearningHuman-encoded algorithms - lexfridman
Oliver Cameron (Voyage CEO) on Founding a Self-Driving Car Startup and Niche Market Disruption
TechnologySelf-driving carsDeep learningMassively Open Online Courses (MOOCs)Artificial intelligence for robotics
Knowledge Graph
Related concepts — line thickness indicates connection strength. Click any node to explore.
Related concepts
Concepts that appear alongside machine learning across episodes.
- artificial intelligence (ai)
- deep learning
- neural networks
- reinforcement learning
- computer vision
- natural language processing (nlp)
- artificial general intelligence (agi)
- data science
- consciousness
- backpropagation
- game theory
- explainable ai (xai)
- supervised learning
- robotics
- turing test
- gradient descent
- adversarial examples
- first principles thinking
- generative adversarial networks (gans)
- expert systems