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Lex Fridman Podcast

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Conversations that explore technology, history, philosophy, physics, mathematics, biology, chemistry, engineering, AI, robotics, programming, music, film, art, sports, psychology, neuroscience, geopolitics, business, economics, religion, astronomy, and the human condition with people from all walks of life.

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#76 – John Hopfield: Physics View of the Mind and Neurobiology

01:13:16
John Hopfield is professor at Princeton, whose life’s work weaved beautifully through biology, chemistry, neuroscience, and physics. Most crucially, he saw the messy world of biology through the piercing eyes of a physicist. He is perhaps best known for his work on associate...

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#75 – Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI

01:40:23
Marcus Hutter is a senior research scientist at DeepMind and professor at Australian National University. Throughout his career of research, including with Jürgen Schmidhuber and Shane Legg, he has proposed a lot of interesting ideas in and around the field of artificial gen...

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#74 – Michael I. Jordan: Machine Learning, Recommender Systems, and the Future of AI

01:46:17
Michael I. Jordan is a professor at Berkeley, and one of the most influential people in the history of machine learning, statistics, and artificial intelligence. He has been cited over 170,000 times and has mentored many of the world-class researchers defining the field of A...

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#73 – Andrew Ng: Deep Learning, Education, and Real-World AI

01:29:29
Andrew Ng is one of the most impactful educators, researchers, innovators, and leaders in artificial intelligence and technology space in general. He co-founded Coursera and Google Brain, launched deeplearning.ai, Landing.ai, and the AI fund, and was the Chief Scientist at B...

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#72 – Scott Aaronson: Quantum Computing

01:34:09
Scott Aaronson is a professor at UT Austin, director of its Quantum Information Center, and previously a professor at MIT. His research interests center around the capabilities and limits of quantum computers and computational complexity theory more generally. This conversat...

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Vladimir Vapnik: Predicates, Invariants, and the Essence of Intelligence

01:45:23
Vladimir Vapnik is the co-inventor of support vector machines, support vector clustering, VC theory, and many foundational ideas in statistical learning. He was born in the Soviet Union, worked at the Institute of Control Sciences in Moscow, then in the US, worked at AT&...

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Jim Keller: Moore’s Law, Microprocessors, Abstractions, and First Principles

01:35:11
Jim Keller is a legendary microprocessor engineer, having worked at AMD, Apple, Tesla, and now Intel. He’s known for his work on the AMD K7, K8, K12 and Zen microarchitectures, Apple A4, A5 processors, and co-author of the specifications for the x86-64 instruction set and Hy...

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David Chalmers: The Hard Problem of Consciousness

01:39:06
David Chalmers is a philosopher and cognitive scientist specializing in philosophy of mind, philosophy of language, and consciousness. He is perhaps best known for formulating the hard problem of consciousness which could be stated as “why does the feeling which accompanies ...

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Cristos Goodrow: YouTube Algorithm

01:31:19
Cristos Goodrow is VP of Engineering at Google and head of Search and Discovery at YouTube (aka YouTube Algorithm). This conversation is part of the Artificial Intelligence podcast. If you would like to get more information about this podcast go to https://lexfridman.co...

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Paul Krugman: Economics of Innovation, Automation, Safety Nets & Universal Basic Income

01:03:39
Paul Krugman is a Nobel Prize winner in economics, professor at CUNY, and columnist at the New York Times. His academic work centers around international economics, economic geography, liquidity traps, and currency crises. This conversation is part of the Artificial Intellig...

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Ayanna Howard: Human-Robot Interaction and Ethics of Safety-Critical Systems

01:40:24
Ayanna Howard is a roboticist and professor at Georgia Tech, director of Human-Automation Systems lab, with research interests in human-robot interaction, assistive robots in the home, therapy gaming apps, and remote robotic exploration of extreme environments. This conversa...

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Daniel Kahneman: Thinking Fast and Slow, Deep Learning, and AI

01:19:09
Daniel Kahneman is winner of the Nobel Prize in economics for his integration of economic science with the psychology of human behavior, judgment and decision-making. He is the author of the popular book “Thinking, Fast and Slow” that summarizes in an accessible way his rese...

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Grant Sanderson: 3Blue1Brown and the Beauty of Mathematics

01:03:12
Grant Sanderson is a math educator and creator of 3Blue1Brown, a popular YouTube channel that uses programmatically-animated visualizations to explain concepts in linear algebra, calculus, and other fields of mathematics. This conversation is part of the Artificial Intellige...

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Stephen Kotkin: Stalin, Putin, and the Nature of Power

01:37:49
Stephen Kotkin is a professor of history at Princeton university and one of the great historians of our time, specializing in Russian and Soviet history. He has written many books on Stalin and the Soviet Union including the first 2 of a 3 volume work on Stalin, and he is cu...

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Donald Knuth: Algorithms, TeX, Life, and The Art of Computer Programming

01:46:13
Donald Knuth is one of the greatest and most impactful computer scientists and mathematicians ever. He is the recipient in 1974 of the Turing Award, considered the Nobel Prize of computing. He is the author of the multi-volume work, the magnum opus, The Art of Computer Progr...

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Melanie Mitchell: Concepts, Analogies, Common Sense & Future of AI

01:53:07
Melanie Mitchell is a professor of computer science at Portland State University and an external professor at Santa Fe Institute. She has worked on and written about artificial intelligence from fascinating perspectives including adaptive complex systems, genetic algorithms,...

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Jim Gates: Supersymmetry, String Theory and Proving Einstein Right

01:35:28
Jim Gates (S James Gates Jr.) is a theoretical physicist and professor at Brown University working on supersymmetry, supergravity, and superstring theory. He served on former President Obama’s Council of Advisors on Science and Technology. He is the co-author of a new book t...

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Sebastian Thrun: Flying Cars, Autonomous Vehicles, and Education

01:19:01
Sebastian Thrun is one of the greatest roboticists, computer scientists, and educators of our time. He led development of the autonomous vehicles at Stanford that won the 2005 DARPA Grand Challenge and placed second in the 2007 DARPA Urban Challenge. He then led the Google s...

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Michael Stevens: Vsauce

58:55
Michael Stevens is the creator of Vsauce, one of the most popular educational YouTube channel in the world, with over 15 million subscribers and over 1.7 billion views. His videos often ask and answer questions that are both profound and entertaining, spanning topics from ph...

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Rohit Prasad: Amazon Alexa and Conversational AI

01:46:15
Rohit Prasad is the vice president and head scientist of Amazon Alexa and one of its original creators. This conversation is part of the Artificial Intelligence podcast. If you would like to get more information about this podcast go to https://lexfridman.com/ai or conn...

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Judea Pearl: Causal Reasoning, Counterfactuals, Bayesian Networks, and the Path to AGI

01:23:21
Judea Pearl is a professor at UCLA and a winner of the Turing Award, that’s generally recognized as the Nobel Prize of computing. He is one of the seminal figures in the field of artificial intelligence, computer science, and statistics. He has developed and championed proba...

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Whitney Cummings: Comedy, Robotics, Neurology, and Love

01:17:18
Whitney Cummings is a stand-up comedian, actor, producer, writer, director, and the host of a new podcast called Good for You. Her most recent Netflix special called “Can I Touch It?” features in part a robot, she affectionately named Bearclaw, that is designed to be visuall...

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Ray Dalio: Principles, the Economic Machine, Artificial Intelligence & the Arc of Life

01:30:39
Ray Dalio is the founder, Co-Chairman and Co-Chief Investment Officer of Bridgewater Associates, one of the world’s largest and most successful investment firms that is famous for the principles of radical truth and transparency that underlie its culture. Ray is one of the w...

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Noam Chomsky: Language, Cognition, and Deep Learning

36:10
Noam Chomsky is one of the greatest minds of our time and is one of the most cited scholars in history. He is a linguist, philosopher, cognitive scientist, historian, social critic, and political activist. He has spent over 60 years at MIT and recently also joined the Univer...

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Gilbert Strang: Linear Algebra, Deep Learning, Teaching, and MIT OpenCourseWare

50:16
Gilbert Strang is a professor of mathematics at MIT and perhaps one of the most famous and impactful teachers of math in the world. His MIT OpenCourseWare lectures on linear algebra have been viewed millions of times. This conversation is part of the Artificial Intelligence ...

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Dava Newman: Space Exploration, Space Suits, and Life on Mars

39:45
Dava Newman is the Apollo Program professor of AeroAstro at MIT and the former Deputy Administrator of NASA and has been a principal investigator on four spaceflight missions. Her research interests are in aerospace biomedical engineering, investigating human performance in ...

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Michael Kearns: Algorithmic Fairness, Bias, Privacy, and Ethics in Machine Learning

01:49:01
Michael Kearns is a professor at University of Pennsylvania and a co-author of the new book Ethical Algorithm that is the focus of much of our conversation, including algorithmic fairness, bias, privacy, and ethics in general. But, that is just one of many fields that Michae...

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Elon Musk: Neuralink, AI, Autopilot, and the Pale Blue Dot

36:22
Elon Musk is the CEO of Tesla, SpaceX, Neuralink, and a co-founder of several other companies. This is the second time Elon has been on the podcast. You can watch the first time on YouTube or listen to the first time on its episode page. You can read the transcript (PDF) her...

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Bjarne Stroustrup: C++

01:47:19
Bjarne Stroustrup is the creator of C++, a programming language that after 40 years is still one of the most popular and powerful languages in the world. Its focus on fast, stable, robust code underlies many of the biggest systems in the world that we have come to rely on as...

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Sean Carroll: Quantum Mechanics and the Many-Worlds Interpretation

01:30:06
Sean Carroll is a theoretical physicist at Caltech and Santa Fe Institute specializing in quantum mechanics, arrow of time, cosmology, and gravitation. He is the author of Something Deeply Hidden and several popular books and he is the host of a great podcast called Mindscap...