Oriol Vinyals: DeepMind AlphaStar, StarCraft, Language, and Sequences
Lex Fridman Podcast29 Huhti 2019

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.

Jaksot(481)

#328 – John Danaher: Submission Grappling, ADCC, Animal Combat, and Knives

#328 – John Danaher: Submission Grappling, ADCC, Animal Combat, and Knives

John Danaher is one of the greatest coaches and minds in martial arts history. Please support this podcast by checking out our sponsors: - Audible: https://audible.com/lex to get 30-day free trial - Calm: https://calm.com/lex to get 40% off premium - Indeed: https://indeed.com/lex to get $75 credit - MasterClass: https://masterclass.com/lex to get 15% off - Eight Sleep: https://www.eightsleep.com/lex to get special savings EPISODE LINKS: John's Instagram: https://instagram.com/danaherjohn Watch full matches at FloGrappling: https://flograppling.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 (07:51) - Road to ADCC (26:23) - Danaher Death Squad (35:07) - Mental preparation (59:52) - Gordon Ryan (1:56:50) - Giancarlo Bodoni (2:21:57) - Garry Tonon (2:35:54) - Nicholas Meregali (2:51:21) - Ruotolo brothers (3:01:00) - Takedowns (3:05:19) - GSP (3:13:48) - Renzo Gracie (3:18:24) - Boris (3:22:15) - Ali Abdelaziz (3:24:41) - Khabib Nurmagomedov (3:28:33) - Joe Rogan playing pool (3:31:47) - Advice for grapplers (3:41:43) - Day in the life (3:48:25) - Bear vs Gorilla vs Lion vs Anaconda (4:26:12) - Tom Hardy (4:37:46) - Emojis (4:40:15) - Love (4:45:38) - Fighting to the death (4:49:25) - Knives

10 Loka 20224h 55min

#327 – GothamChess: Hans Niemann, Magnus Carlsen, Cheating Scandal & Chess Bots

#327 – GothamChess: Hans Niemann, Magnus Carlsen, Cheating Scandal & Chess Bots

Levy Rozman, also known as GothamChess, is a professional chess player, streamer, and educator. Please support this podcast by checking out our sponsors: - Notion: https://notion.com - Athletic Greens: https://athleticgreens.com/lex to get 1 month of fish oil - ExpressVPN: https://expressvpn.com/lexpod to get 3 months free - InsideTracker: https://insidetracker.com/lex to get 20% off EPISODE LINKS: GothamChess's YouTube: https://youtube.com/gothamchess GothamChess's Twitch: https://twitch.tv/gothamchess GothamChess's Twitter: https://twitter.com/GothamChess GothamChess's Instagram: https://instagram.com/gothamchess GothamChess's Website: https://gotham-chess.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 (06:14) - Elo rating (07:18) - Chess.com vs lichess.org (18:09) - Teaching chess (22:37) - Magnus Carlsen (37:52) - Greatest chess player of all time (42:35) - Hans Niemann cheating scandal (44:04) - Pin of Shame (58:12) - Bullying (1:00:04) - Indonesia incident (1:11:39) - Retiring from chess (1:18:16) - Death (1:21:58) - Streamers (1:35:34) - Hans Niemann cheating scandal continued (2:13:16) - Magnus Carlsen's statement (2:24:37) - Podcasts (2:27:04) - Parasocial interaction (2:30:53) - How to cheat in chess (2:40:39) - Reddit questions (2:47:03) - Chess boxing (2:55:49) - Chess bots (3:01:31) - AlphaZero (3:07:18) - Did Hans Niemann cheat? (3:14:34) - Chess openings (3:19:14) - Magnus Carlsen's poker game (3:21:56) - Chess advice (3:28:17) - Depression

7 Loka 20223h 38min

#326 – Annaka Harris: Free Will, Consciousness, and the Nature of Reality

#326 – Annaka Harris: Free Will, Consciousness, and the Nature of Reality

Annaka Harris is the author of Conscious: A Brief Guide to the Fundamental Mystery of the Mind. Please support this podcast by checking out our sponsors: - Wealthfront: https://wealthfront.com/lex to get $50 sign-up bonus - BetterHelp: https://betterhelp.com/lex to get 10% off - Blinkist: https://blinkist.com/lex to get 25% off premium - Onnit: https://lexfridman.com/onnit to get up to 10% off - Indeed: https://indeed.com/lex to get $75 credit EPISODE LINKS: Annaka's Twitter: http://twitter.com/annakaharris Annaka's Website: http://annakaharris.com Annaka's Facebook: http://facebook.com/annakaharrisprojects Annaka's Books: 1. Conscious: https://amzn.to/3SFLLPE 2. I Wonder: https://amzn.to/3UPQTTm Annaka's Articles: 1. What Is Time?: http://nautil.us/what-is-time-238478 2. A Solution to the Combination Problem: http://annakaharris.com/the-future-of-panpsychism 3. Consciousness Isn’t Self-Centered: http://nautil.us/consciousness-isnt-self_centered-237720 Books: 1. The Case Against Reality: https://amzn.to/3MhW4Wt 2. Being You: https://amzn.to/3RsxdBQ 3. Livewired: https://amzn.to/3Cn9BKS 4. Spooky Action at a Distance: https://amzn.to/3y27N7a 5. The Order of Time: https://amzn.to/3Stqn0u 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 (07:20) - Free will (1:00:37) - Consciousness (1:31:09) - Depression (1:44:26) - Psychedelics (1:52:25) - Meditation (1:56:49) - Ideas (2:20:35) - AI sentience (2:37:56) - Suffering (2:40:53) - Meaning of life

5 Loka 20222h 46min

#325 – Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots

#325 – Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots

Michael Levin is a biologist at Tufts University working on novel ways to understand and control complex pattern formation in biological systems. Please support this podcast by checking out our sponsors: - Henson Shaving: https://hensonshaving.com/lex and use code LEX to get 100 free blades with your razor - Eight Sleep: https://www.eightsleep.com/lex to get special savings - LMNT: https://drinkLMNT.com/lex to get free sample pack - InsideTracker: https://insidetracker.com/lex to get 20% off EPISODE LINKS: Michael's Twitter: https://twitter.com/drmichaellevin Michael's Website: https://drmichaellevin.org Michael's Papers: Biological Robots: https://arxiv.org/abs/2207.00880 Synthetic Organisms: https://tandfonline.com/doi/full/10.1080/19420889.2021.2005863 Limb Regeneration: https://science.org/doi/10.1126/sciadv.abj2164 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 (06:40) - Embryogenesis (14:08) - Xenobots: biological robots (27:55) - Sense of self (37:27) - Multi-scale competency architecture (48:58) - Free will (58:27) - Bioelectricity (1:11:44) - Planaria (1:23:33) - Building xenobots (1:47:08) - Unconventional cognition (2:11:39) - Origin of evolution (2:18:42) - Synthetic organisms (2:25:27) - Regenerative medicine (2:29:14) - Cancer suppression (2:33:15) - Viruses (2:38:28) - Cognitive light cones (2:43:03) - Advice for young people (2:47:47) - Death (2:57:17) - Meaning of life

1 Loka 20223h 5min

#324 – Daniel Negreanu: Poker

#324 – Daniel Negreanu: Poker

Daniel Negreanu is one of the greatest poker players of all time. Please support this podcast by checking out our sponsors: - Backbone: https://playbackbone.com/lex to get perks with order - Audible: https://audible.com/lex to get 30-day free trial - Shopify: https://shopify.com/lex to get 14-day free trial - InsideTracker: https://insidetracker.com/lex to get 20% off - Fundrise: https://fundrise.com/lex EPISODE LINKS: Daniel's Twitter: https://twitter.com/RealKidPoker Daniel's Instagram: https://instagram.com/dnegspoker Daniel's YouTube: https://www.youtube.com/dnegreanu Daniel's MasterClass: https://masterclass.com/lex (MasterClass is a sponsor, use link to support podcast) Daniel's books: Power Hold'em Strategy: https://amzn.to/3ByYtJg Hold'em Wisdom for All Players: https://amzn.to/3LpgXQG Book mentioned: Modern Poker Theory: https://amzn.to/3dkJIBK 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 (06:43) - Poker hands (14:39) - Poker ranges (20:10) - Game theory optimal (36:25) - Winning (42:57) - Losing (48:58) - Mental game (53:17) - Day in the life (1:02:20) - History of poker (1:06:10) - Poker solvers (1:12:46) - Online poker (1:20:49) - Greatest poker player of all time (1:40:43) - Main Event of the WSOP (1:49:14) - Advice for beginners (1:54:44) - Cheating (2:04:43) - Movies (2:10:10) - Advice for young people (2:19:29) - Love (2:24:43) - The Gambler

27 Syys 20220s

#323 – Will Sasso: Comedy, MADtv, AI, Friendship, Madness, and Pro Wrestling

#323 – Will Sasso: Comedy, MADtv, AI, Friendship, Madness, and Pro Wrestling

Will Sasso is a comedian, actor, and co-host of the Dudesy podcast. Please support this podcast by checking out our sponsors: - Eight Sleep: https://www.eightsleep.com/lex to get special savings - Athletic Greens: https://athleticgreens.com/lex to get 1 month of fish oil - BetterHelp: https://betterhelp.com/lex to get 10% off - Onnit: https://lexfridman.com/onnit to get up to 10% off - Indeed: https://indeed.com/lex to get $75 credit EPISODE LINKS: Will's Instagram: https://instagram.com/willsasso Will's Twitter: https://twitter.com/WillSasso Dudsey's YouTube: https://youtube.com/Dudesy Dudsey's Website: https://dudesypod.com Dudsey's Patreon: https://patreon.com/dudesy 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 (07:16) - Video games (13:22) - Bobby Lee (15:32) - Stand-up comedy (23:03) - Robin Williams (24:25) - Loneliness and depression (32:46) - John Candy (39:35) - Friendship (45:23) - Ten Minute Podcast (50:22) - Dudesy podcast (58:41) - Acting (1:10:00) - Impressions (1:15:28) - Artificial intelligence (1:46:55) - Anxiety (1:56:49) - Kindness (2:00:45) - Bad days (2:04:39) - Pro wrestling (2:08:15) - Advice for young people (2:22:20) - Meaning of life

24 Syys 20222h 28min

#322 – Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars

#322 – Rana el Kaliouby: Emotion AI, Social Robots, and Self-Driving Cars

Rana el Kaliouby is a pioneer in the field of emotion recognition and human-centric AI. She is the founder of Affectiva, deputy CEO of Smart Eye, and author of Girl Decoded. Please support this podcast by checking out our sponsors: - Mizzen+Main: https://mizzenandmain.com and use code LEX to get $35 off - Weights & Biases: https://lexfridman.com/wnb - Notion: https://notion.com - InsideTracker: https://insidetracker.com/lex to get 20% off - ExpressVPN: https://expressvpn.com/lexpod to get 3 months free EPISODE LINKS: Rana's Twitter: https://twitter.com/kaliouby Rana's Instagram: https://instagram.com/ranaelkaliouby Rana's Facebook: https://facebook.com/RanaelKaliouby Affectiva (website): https://affectiva.com Smart Eye: (website): https://smarteye.se Girl Decoded (book): https://amzn.to/3DnRAN4 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 (06:58) - Childhood (16:35) - Hijab (19:18) - Faith (21:26) - War (25:35) - Women in the Middle East (29:53) - Rana's journey (42:28) - Rosalind Picard (44:36) - Advice for women (55:07) - Dating (1:02:43) - Human nature (1:07:23) - AI and emotions (1:38:01) - Smart Eye (1:47:22) - Tesla and Waymo (1:56:09) - Drunk driving (2:05:40) - Robotics (2:19:27) - Advice for startups (2:24:15) - Investing (2:31:39) - Advice for young people (2:39:59) - Love

21 Syys 20222h 42min

#321 – Ray Kurzweil: Singularity, Superintelligence, and Immortality

#321 – Ray Kurzweil: Singularity, Superintelligence, and Immortality

Ray Kurzweil is an author, inventor, and futurist. Please support this podcast by checking out our sponsors: - Shopify: https://shopify.com/lex to get 14-day free trial - NetSuite: http://netsuite.com/lex to get free product tour - Linode: https://linode.com/lex to get $100 free credit - MasterClass: https://masterclass.com/lex to get 15% off - Indeed: https://indeed.com/lex to get $75 credit EPISODE LINKS: Ray's Website: https://kurzweilai.net Ray's Books: The Singularity Is Nearer (pre-order): https://amzn.to/3BNXmGR How To Create A Mind: https://amzn.to/3qqlkBw The Singularity Is Near: https://amzn.to/3DfXP5z The Age of Spiritual Machines: https://amzn.to/3RSjtAX Danielle: https://amzn.to/3Bww2N7 Transcend: https://amzn.to/3RAEYGV 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 (07:06) - Turing test (20:52) - Brain–computer interfaces (32:32) - Singularity (38:51) - Virtual reality (41:31) - Evolution of information processing (47:57) - Automation (57:58) - Nanotechnology (59:52) - Nuclear war (1:01:57) - Uploading minds (1:09:39) - How to think (1:16:09) - Digital afterlife (1:25:29) - Intelligent alien life (1:28:19) - Simulation hypothesis (1:32:31) - Mortality (1:40:11) - Meaning of life

17 Syys 20221h 42min

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