Episodes
Feb. 14, 2020
Vladimir Vapnik: Predicates, Invariants, and the Essence of Intelligence
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&T, NEC Labs, Facebook AI Research, and now is a professor at Columbia University. His work has been cited over 200,000 times. This conversation is part of the Artificial Intelligence podcast. If you would like to get more infor...
Feb. 5, 2020
Jim Keller: Moore’s Law, Microprocessors, Abstractions, and First Principles
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...
Jan. 29, 2020
David Chalmers: The Hard Problem of Consciousness
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 fee...
Jan. 25, 2020
Cristos Goodrow: YouTube Algorithm
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 ...
Jan. 21, 2020
Paul Krugman: Economics of Innovation, Automation, Safety Nets & Universal Basic Income
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. -
Jan. 17, 2020
Ayanna Howard: Human-Robot Interaction and Ethics of Safety-Critical Systems
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 envi...
Jan. 14, 2020
Daniel Kahneman: Thinking Fast and Slow, Deep Learning, and AI
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,
Jan. 7, 2020
Grant Sanderson: 3Blue1Brown and the Beauty of Mathematics
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. -
Jan. 3, 2020
Stephen Kotkin: Stalin, Putin, and the Nature of Power
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 ...
Dec. 30, 2019
Donald Knuth: Algorithms, TeX, Life, and The Art of Computer Programming
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 Programming. He made several key contributions to the rigorous analysis of the computational complexity of algorithms. He popularized asymptotic notation, that we all affectionately know as the big-O notation. He also created the ...
Dec. 28, 2019
Melanie Mitchell: Concepts, Analogies, Common Sense & Future of AI
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 syste...
Dec. 25, 2019
Jim Gates: Supersymmetry, String Theory and Proving Einstein Right
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.
Dec. 21, 2019
Sebastian Thrun: Flying Cars, Autonomous Vehicles, and Education
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 self-driving car program which launched the self-driving revolution. He taught the popular Stanford course on Artificial Intelligence in 2011 which was one of the first MOOCs. That experience led him to co-found Udacity, an on...
Dec. 17, 2019
Michael Stevens: Vsauce
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 physics to psychology. As part of his channel he created 3 seasons of Mind Field, a series that explored human behavior. This conversation is part of the Artificial Intelligence podcast. If you would like to get more informat...
Dec. 14, 2019
Rohit Prasad: Amazon Alexa and Conversational AI
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://lexf...
Dec. 11, 2019
Judea Pearl: Causal Reasoning, Counterfactuals, Bayesian Networks, and the Path to AGI
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.
Dec. 5, 2019
Whitney Cummings: Comedy, Robotics, Neurology, and Love
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,
Dec. 2, 2019
Ray Dalio: Principles, the Economic Machine, Artificial Intelligence & the Arc of Life
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 cultu...
Nov. 29, 2019
Noam Chomsky: Language, Cognition, and Deep Learning
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...
Nov. 25, 2019
Gilbert Strang: Linear Algebra, Deep Learning, Teaching, and MIT OpenCourseWare
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. -
Nov. 22, 2019
Dava Newman: Space Exploration, Space Suits, and Life on Mars
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 varying gravity environments. She has developed a space activity suit, namely the BioSuit, which would provide pressure through compression directly on the skin via the suit’s textile weave, patterning, and materials rather t...
Nov. 19, 2019
Michael Kearns: Algorithmic Fairness, Bias, Privacy, and Ethics in Machine Learning
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 Michael is a world-class researcher in, some of which we touch on quickly including learning theory or theoretical foundations of machine learning, game theory, algorithmic trading, quantitative finance, computational social scienc...
Nov. 12, 2019
Elon Musk: Neuralink, AI, Autopilot, and the Pale Blue Dot
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) here . 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 connect with @lexfridman on Twitter , Linked...
Nov. 7, 2019
Bjarne Stroustrup: C++
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 ...