Oriol Vinyals: DeepMind AlphaStar, StarCraft, Language, and Sequences

Oriol Vinyals: DeepMind AlphaStar, StarCraft, Language, and Sequences

Oriol Vinyals is a senior research scientist at Google DeepMind. Before that he was at Google Brain and Berkeley. His research has been cited over 39,000 times. He is one of the most brilliant and impactful minds in the field of deep learning. He is behind some of the biggest papers and ideas in AI, including sequence to sequence learning, audio generation, image captioning, neural machine translation, and reinforcement learning. He is a co-lead (with David Silver) of the AlphaStar project, creating an agent that defeated a top professional at the game of StarCraft. If you would like to get more information about this podcast go to https://lexfridman.com/ai or connect with @lexfridman on Twitter, LinkedIn, Facebook, Medium, or YouTube where you can watch the video versions of these conversations.

Avsnitt(481)

#240 – Neal Stephenson: Sci-Fi, Space, Aliens, AI, VR & the Future of Humanity

#240 – Neal Stephenson: Sci-Fi, Space, Aliens, AI, VR & the Future of Humanity

Neal Stephenson is a sci-fi writer (Snow Crash, Cryptonomicon, and new book Termination Shock), former Chief Futurist at Magic Leap and first employee of Blue Origin. Please support this podcast by checking out our sponsors: - Mizzen+Main: https://mizzenandmain.com and use code LEX to get $35 off - InsideTracker: https://insidetracker.com/lex and use code Lex25 to get 25% off - Athletic Greens: https://athleticgreens.com/lex and use code LEX to get 1 month of fish oil - Grammarly: https://grammarly.com/lex to get 20% off premium - ExpressVPN: https://expressvpn.com/lexpod and use code LexPod to get 3 months free EPISODE LINKS: Neal's Twitter: https://twitter.com/nealstephenson Neal's Website: https://www.nealstephenson.com/ Termination Shock (book): https://amzn.to/3HhmDKi Snow Crash (book): https://amzn.to/3H7yFFW Cryptonomicon (book): https://amzn.to/3C01HDF The Diamond Age (book): https://amzn.to/3wxUF83 Seveneves (book): https://amzn.to/3kkhveg The Baroque Cycle, Vol. 1 (book): https://amzn.to/3koMW7n Innovation Starvation (article): https://bit.ly/3mYLSJ2 PODCAST INFO: Podcast website: https://lexfridman.com/podcast Apple Podcasts: https://apple.co/2lwqZIr Spotify: https://spoti.fi/2nEwCF8 RSS: https://lexfridman.com/feed/podcast/ YouTube Full Episodes: https://youtube.com/lexfridman YouTube Clips: https://youtube.com/lexclips SUPPORT & CONNECT: - Check out the sponsors above, it's the best way to support this podcast - Support on Patreon: https://www.patreon.com/lexfridman - Twitter: https://twitter.com/lexfridman - Instagram: https://www.instagram.com/lexfridman - LinkedIn: https://www.linkedin.com/in/lexfridman - Facebook: https://www.facebook.com/lexfridman - Medium: https://medium.com/@lexfridman OUTLINE: Here's the timestamps for the episode. On some podcast players you should be able to click the timestamp to jump to that time. (00:00) - Introduction (08:34) - WWII and human nature (17:20) - Search engine morality (21:58) - Space exploration (38:59) - Aliens and UFOs (47:21) - SpaceX and Blue Origin (54:43) - Social media (59:11) - Climate change (1:11:00) - Consequences of big ideas (1:15:42) - Virtual reality (1:38:50) - Artificial intelligence (1:53:49) - Cryptocurrency (2:06:26) - Writing, storytelling, and books (2:29:05) - Martial arts (2:38:23) - Final thoughts

11 Nov 20212h 47min

#239 – Niall Ferguson: History of Money, Power, War, and Truth

#239 – Niall Ferguson: History of Money, Power, War, and Truth

Niall Ferguson is a historian at Hoover Institution, Stanford University. He is the author of 16 books on the history of money, war, power, and catastrophe. Please support this podcast by checking out our sponsors: - The Prisoner Wine Company: https://theprisonerwine.com/lex to get 20% off & free shipping - Stripe: https://stripe.com - Coinbase: https://coinbase.com/lex to get $5 in free Bitcoin - Four Sigmatic: https://foursigmatic.com/lex and use code LexPod to get up to 60% off - Indeed: https://indeed.com/lex to get $75 credit EPISODE LINKS: Niall's Twitter: https://twitter.com/nfergus Niall's Website: https://www.niallferguson.com University of Austin: https://uaustin.org/ Doom: The Politics of Catastrophe (book): https://amzn.to/3wt7AI8 Kissinger: The Idealist (book): https://amzn.to/3CVXvGc The Ascent of Money (book): https://amzn.to/3kCK0Ev The Square and the Tower (book): https://amzn.to/307YfK8 The Age of AI (book): https://amzn.to/3BUgTSH PODCAST INFO: Podcast website: https://lexfridman.com/podcast Apple Podcasts: https://apple.co/2lwqZIr Spotify: https://spoti.fi/2nEwCF8 RSS: https://lexfridman.com/feed/podcast/ YouTube Full Episodes: https://youtube.com/lexfridman YouTube Clips: https://youtube.com/lexclips SUPPORT & CONNECT: - Check out the sponsors above, it's the best way to support this podcast - Support on Patreon: https://www.patreon.com/lexfridman - Twitter: https://twitter.com/lexfridman - Instagram: https://www.instagram.com/lexfridman - LinkedIn: https://www.linkedin.com/in/lexfridman - Facebook: https://www.facebook.com/lexfridman - Medium: https://medium.com/@lexfridman OUTLINE: Here's the timestamps for the episode. On some podcast players you should be able to click the timestamp to jump to that time. (00:00) - Introduction (09:14) - University of Austin (UATX) (42:09) - Sam Harris (1:00:36) - Elon Musk (1:08:55) - Money (1:18:50) - Hyperinflation (1:24:15) - Bitcoin (1:40:57) - Ethereum and smart contracts (1:49:43) - Worst disasters in human history (2:11:41) - How history will remember the current pandemic (2:25:16) - Hope for the future (2:33:46) - Love (2:40:24) - Meaning of life

8 Nov 20212h 48min

#238 – Francis Collins: National Institutes of Health (NIH)

#238 – Francis Collins: National Institutes of Health (NIH)

Francis Collins is the director of the NIH and former head of the Human Genome Project. Please support this podcast by checking out our sponsors: - Ten Thousand: https://www.tenthousand.cc/ and use code LEX to get 15% off - Allform: https://allform.com/lex to get 20% off - SimpliSafe: https://simplisafe.com/lex and use code LEX to get a free security camera - NI: https://www.ni.com/perspectives - Magic Spoon: https://magicspoon.com/lex and use code LEX to get $5 off EPISODE LINKS: Francis's Twitter: https://twitter.com/NIHDirector NIH: https://www.nih.gov Human Genome Project: https://www.genome.gov/human-genome-project PODCAST INFO: Podcast website: https://lexfridman.com/podcast Apple Podcasts: https://apple.co/2lwqZIr Spotify: https://spoti.fi/2nEwCF8 RSS: https://lexfridman.com/feed/podcast/ YouTube Full Episodes: https://youtube.com/lexfridman YouTube Clips: https://youtube.com/lexclips SUPPORT & CONNECT: - Check out the sponsors above, it's the best way to support this podcast - Support on Patreon: https://www.patreon.com/lexfridman - Twitter: https://twitter.com/lexfridman - Instagram: https://www.instagram.com/lexfridman - LinkedIn: https://www.linkedin.com/in/lexfridman - Facebook: https://www.facebook.com/lexfridman - Medium: https://medium.com/@lexfridman OUTLINE: Here's the timestamps for the episode. On some podcast players you should be able to click the timestamp to jump to that time. (00:00) - Introduction (07:44) - Lab-leak theory (10:51) - Gain-of-function research of viruses (23:00) - Bioterrorism (27:30) - Tony Fauci (37:41) - COVID Vaccines (43:46) - Joe Rogan (50:49) - Variants (55:31) - Rapid at home testing (59:44) - Animal testing (1:05:09) - Stepping down as director of the NIH (1:09:03) - Barack Obama (1:11:06) - Accelerating Medicines Partnership (1:21:44) - Faith (1:27:12) - Fear of death (1:30:15) - Meaning of life

5 Nov 20211h 33min

#237 – Steve Viscelli: Trucking and the Decline of the American Dream

#237 – Steve Viscelli: Trucking and the Decline of the American Dream

Steve Viscelli is a former truck driver and now an economic sociologist at University of Pennsylvania studying freight transportation, including autonomous trucks. Please support this podcast by checking out our sponsors: - Shopify: https://shopify.com/lex to get 14-day free trial - ROKA: https://roka.com/ and use code LEX to get 20% off your first order - Sunbasket: https://sunbasket.com/lex and use code LEX to get $35 off - Blinkist: https://blinkist.com/lex and use code LEX to get 25% off premium - BetterHelp: https://betterhelp.com/lex to get 10% off EPISODE LINKS: Steve's Website: https://www.steveviscelli.com/ Big Rig (book): https://amzn.to/3EbaofP Will Robotic Trucks Be "Sweatshops on Wheels?" (article): https://bit.ly/3vGGgpO Johnny Cash - All I Do Is Drive (song): https://www.youtube.com/watch?v=DEHoagHlqrE Steve's Penn Gazette Interview: https://bit.ly/3nkRPyV More Information on Automated Trucking: http://www.driverlessreport.org/ PODCAST INFO: Podcast website: https://lexfridman.com/podcast Apple Podcasts: https://apple.co/2lwqZIr Spotify: https://spoti.fi/2nEwCF8 RSS: https://lexfridman.com/feed/podcast/ YouTube Full Episodes: https://youtube.com/lexfridman YouTube Clips: https://youtube.com/lexclips SUPPORT & CONNECT: - Check out the sponsors above, it's the best way to support this podcast - Support on Patreon: https://www.patreon.com/lexfridman - Twitter: https://twitter.com/lexfridman - Instagram: https://www.instagram.com/lexfridman - LinkedIn: https://www.linkedin.com/in/lexfridman - Facebook: https://www.facebook.com/lexfridman - Medium: https://medium.com/@lexfridman OUTLINE: Here's the timestamps for the episode. On some podcast players you should be able to click the timestamp to jump to that time. (00:00) - Introduction (07:36) - Ethnography (19:49) - Challenges of driving a truck (38:28) - Trucking industry: State of affairs (1:11:33) - Future of autonomous trucks (1:37:49) - Solving the automated truck dilemma (2:09:44) - Role of society in automated trucking (2:36:53) - Tesla and revolutionizing the trucking industry (2:56:33) - Hope and final thoughts

3 Nov 20213h 19min

#236 – Jimmy Pedro: Judo and the Forging of Champions

#236 – Jimmy Pedro: Judo and the Forging of Champions

Jimmy Pedro is a judo competitor and coach, world champion, 3x world medalist, 2x Olympic medalist. Please support this podcast by checking out our sponsors: - ROKA: https://roka.com/ and use code LEX to get 20% off your first order - Athletic Greens: https://athleticgreens.com/lex and use code LEX to get 1 month of fish oil - Ladder: https://ladderlife.com/lex - Linode: https://linode.com/lex to get $100 free credit - MasterClass: https://masterclass.com/lex to get 15% off EPISODE LINKS: Jimmy's Instagram: https://www.instagram.com/jimmypedrousa Jimmy's Links: https://linktr.ee/jimmypedro Jimmy's Twitter: https://twitter.com/jimmypedrousa Jimmy's Website: https://www.jimmypedro.com/ American Judo System: https://usajudo.com/ PODCAST INFO: Podcast website: https://lexfridman.com/podcast Apple Podcasts: https://apple.co/2lwqZIr Spotify: https://spoti.fi/2nEwCF8 RSS: https://lexfridman.com/feed/podcast/ YouTube Full Episodes: https://youtube.com/lexfridman YouTube Clips: https://youtube.com/lexclips SUPPORT & CONNECT: - Check out the sponsors above, it's the best way to support this podcast - Support on Patreon: https://www.patreon.com/lexfridman - Twitter: https://twitter.com/lexfridman - Instagram: https://www.instagram.com/lexfridman - LinkedIn: https://www.linkedin.com/in/lexfridman - Facebook: https://www.facebook.com/lexfridman - Medium: https://medium.com/@lexfridman OUTLINE: Here's the timestamps for the episode. On some podcast players you should be able to click the timestamp to jump to that time. (00:00) - Introduction (07:56) - The most beautiful throw (32:25) - Russian approach to randori (45:57) - Judo gripping (57:25) - IOC (1:07:50) - Toughest match (1:12:57) - Jimmy Pedro Sr (1:32:12) - Travis Stevens (1:51:42) - Kayla Harrison (2:10:00) - Putin and judo (2:14:12) - Getting started in judo (2:18:58) - BJJ (2:22:24) - Advice for young people

31 Okt 20212h 30min

#235 – Michael Mina: Rapid COVID Testing

#235 – Michael Mina: Rapid COVID Testing

Michael Mina is an immunologist, epidemiologist, and physician at Harvard. Please support this podcast by checking out our sponsors: - Notion: https://notion.com/startups to get up to $1000 off team plan - Quip: https://getquip.com/lex to get first refill free - Theragun: https://therabody.com/lex to get 30 day trial - Athletic Greens: https://athleticgreens.com/lex and use code LEX to get 1 month of fish oil - Four Sigmatic: https://foursigmatic.com/lex and use code LexPod to get up to 60% off EPISODE LINKS: Michael's Twitter: https://twitter.com/michaelmina_lab PODCAST INFO: Podcast website: https://lexfridman.com/podcast Apple Podcasts: https://apple.co/2lwqZIr Spotify: https://spoti.fi/2nEwCF8 RSS: https://lexfridman.com/feed/podcast/ YouTube Full Episodes: https://youtube.com/lexfridman YouTube Clips: https://youtube.com/lexclips SUPPORT & CONNECT: - Check out the sponsors above, it's the best way to support this podcast - Support on Patreon: https://www.patreon.com/lexfridman - Twitter: https://twitter.com/lexfridman - Instagram: https://www.instagram.com/lexfridman - LinkedIn: https://www.linkedin.com/in/lexfridman - Facebook: https://www.facebook.com/lexfridman - Medium: https://medium.com/@lexfridman OUTLINE: Here's the timestamps for the episode. On some podcast players you should be able to click the timestamp to jump to that time. (00:00) - Introduction (08:14) - At-home COVID-19 tests (18:17) - Medical devices and FDA classification (24:37) - Rapid test availability (40:59) - Who is in charge of public health? (57:38) - Testing privacy (1:04:54) - Biden's COVID-19 Action Plan (1:16:08) - Uncertainty, fear, and COVID (1:23:02) - Vaccines and herd immunity (1:31:42) - Meditation and consciousness (1:41:44) - Minimalism and Capitalism (1:45:20) - The future of humanity

29 Okt 20211h 53min

#234 – Stephen Wolfram: Complexity and the Fabric of Reality

#234 – Stephen Wolfram: Complexity and the Fabric of Reality

Stephen Wolfram is a computer scientist, mathematician, and theoretical physicist. Please support this podcast by checking out our sponsors: - ROKA: https://roka.com/ and use code LEX to get 20% off your first order - FightCamp: https://joinfightcamp.com/lex to get free shipping - Onnit: https://lexfridman.com/onnit to get up to 10% off - Indeed: https://indeed.com/lex to get $75 credit - Fundrise: https://fundrise.com/lex EPISODE LINKS: Stephen's Twitter: https://twitter.com/stephen_wolfram Stephen's Blog: https://writings.stephenwolfram.com Wolfram Physics Project: https://www.wolframphysics.org A New Kind of Science (book): https://amzn.to/30XoEun Fundamental Theory of Physics (book): https://amzn.to/30XbAoT PODCAST INFO: Podcast website: https://lexfridman.com/podcast Apple Podcasts: https://apple.co/2lwqZIr Spotify: https://spoti.fi/2nEwCF8 RSS: https://lexfridman.com/feed/podcast/ YouTube Full Episodes: https://youtube.com/lexfridman YouTube Clips: https://youtube.com/lexclips SUPPORT & CONNECT: - Check out the sponsors above, it's the best way to support this podcast - Support on Patreon: https://www.patreon.com/lexfridman - Twitter: https://twitter.com/lexfridman - Instagram: https://www.instagram.com/lexfridman - LinkedIn: https://www.linkedin.com/in/lexfridman - Facebook: https://www.facebook.com/lexfridman - Medium: https://medium.com/@lexfridman OUTLINE: Here's the timestamps for the episode. On some podcast players you should be able to click the timestamp to jump to that time. (00:00) - Introduction (07:50) - What is complexity (20:51) - Randomness in the universe (25:12) - The Wolfram Physics Project (37:14) - Space and time are discrete (49:19) - Quantum mechanics and hypergraphs (58:33) - What is intelligence (1:09:16) - Computational equivalence (1:17:36) - What it is like to be a cellular automata (1:32:00) - Making prediction vs explanations (1:45:20) - Why does the universe exist (1:51:01) - The universe and rulial space (1:59:44) - Does an atom have consciousness (2:10:10) - Why does our universe exist (2:18:41) - What is outside the ruliad (2:29:15) - Automated proof systems (2:45:10) - Multicomputation for biology (3:03:41) - Cardano NFT collaboration with Wolfram Alpha (3:10:41) - Global theory of economics

27 Okt 20213h 45min

#233 – Carl Hart: Heroin, Cocaine, MDMA, Alcohol & the Role of Drugs in Society

#233 – Carl Hart: Heroin, Cocaine, MDMA, Alcohol & the Role of Drugs in Society

Carl Hart is a psychologist at Columbia University. Please support this podcast by checking out our sponsors: - InsideTracker: https://insidetracker.com/lex and use code Lex25 to get 25% off - Ten Thousand: https://www.tenthousand.cc/ and use code LEX to get 15% off - Four Sigmatic: https://foursigmatic.com/lex and use code LexPod to get up to 60% off - ExpressVPN: https://expressvpn.com/lexpod and use code LexPod to get 3 months free EPISODE LINKS: Carl's Twitter: https://twitter.com/drcarlhart Carl's Website: https://drcarlhart.com Drug Use for Grown-Ups (book): https://amzn.to/3lVpq2Y PODCAST INFO: Podcast website: https://lexfridman.com/podcast Apple Podcasts: https://apple.co/2lwqZIr Spotify: https://spoti.fi/2nEwCF8 RSS: https://lexfridman.com/feed/podcast/ YouTube Full Episodes: https://youtube.com/lexfridman YouTube Clips: https://youtube.com/lexclips SUPPORT & CONNECT: - Check out the sponsors above, it's the best way to support this podcast - Support on Patreon: https://www.patreon.com/lexfridman - Twitter: https://twitter.com/lexfridman - Instagram: https://www.instagram.com/lexfridman - LinkedIn: https://www.linkedin.com/in/lexfridman - Facebook: https://www.facebook.com/lexfridman - Medium: https://medium.com/@lexfridman OUTLINE: Here's the timestamps for the episode. On some podcast players you should be able to click the timestamp to jump to that time. (00:00) - Introduction (07:33) - The experience of drugs (18:38) - Drug use for grownups (24:21) - Studies on drugs (25:31) - Negative effects of drugs (30:59) - Should all drugs be legalized (36:27) - War on drugs: positive or negative (42:19) - Proper, positive, and misuse of drugs (46:40) - Recovery (53:34) - Drug depiction in movies (57:05) - How the study of drugs changed Carl (59:28) - Formative memories (1:03:57) - Greatest hip hop artist of all time (1:07:19) - What mind altering drugs teach us (1:11:26) - Advice for young people (1:13:31) - The meaning of life

23 Okt 20211h 16min

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