#113 – Manolis Kellis: Human Genome and Evolutionary Dynamics
Lex Fridman Podcast31 Heinä 2020

#113 – Manolis Kellis: Human Genome and Evolutionary Dynamics

Manolis Kellis is a professor at MIT and head of the MIT Computational Biology Group. He is interested in understanding the human genome from a computational, evolutionary, biological, and other cross-disciplinary perspectives. Support this podcast by supporting our sponsors: - Blinkist: https://blinkist.com/lex - Eight Sleep: https://eightsleep.com/lex - MasterClass: https://masterclass.com/lex 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. If you enjoy the podcast, please rate it 5 stars on Apple Podcasts, follow on Spotify, or support it on Patreon. Here's the outline of the episode. On some podcast players you should be able to click the timestamp to jump to that time. OUTLINE: 00:00 - Introduction 03:54 - Human genome 17:47 - Sources of knowledge 29:15 - Free will 33:26 - Simulation 35:17 - Biological and computing 50:10 - Genome-wide evolutionary signatures 56:54 - Evolution of COVID-19 1:02:59 - Are viruses intelligent? 1:12:08 - Humans vs viruses 1:19:39 - Engineered pandemics 1:23:23 - Immune system 1:33:22 - Placebo effect 1:35:39 - Human genome source code 1:44:40 - Mutation 1:51:46 - Deep learning 1:58:08 - Neuralink 2:07:07 - Language 2:15:19 - Meaning of life

Jaksot(485)

#149 – Diana Walsh Pasulka: Aliens, Technology, Religion, and the Nature of Belief

#149 – Diana Walsh Pasulka: Aliens, Technology, Religion, and the Nature of Belief

Diana Walsh Pasulka is a professor of philosophy and religion at UNCW and author of American Cosmic: UFOs, Religion, and Technology. Please support this podcast by checking out our sponsors: - LMNT: https://drinkLMNT.com/lex to get free shipping - Grammarly: https://grammarly.com/lex to get 20% off premium - Business Wars: https://wondery.com/business-wars/ - Cash App: https://cash.app/ and use code LexPodcast to get $10 EPISODE LINKS: Diana's Website: https://uncw.edu/par/faculty/faculty-pasulka.html American Cosmic (book): https://amzn.to/3aK2kaj 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/LexFridmanPage - 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 (08:28) - What is real? (13:56) - Can beliefs become reality? (18:59) - Donald Hoffman (22:57) - Immanuel Kant's Critique of Pure Reason (26:27) - Ayn Rand (33:25) - How do religions start? (48:38) - Religion is an evolutionary advantage (53:59) - Religion used in propaganda (58:32) - What did Nietzsche mean by "God is Dead"? (1:03:59) - American Cosmic (1:07:45) - What do aliens look like? (1:16:28) - History of space programs (1:19:30) - Jacques Vallee (1:28:55) - Artificial intelligence (1:34:25) - Ufology community (1:45:38) - Psychedelics (1:49:35) - Tic Tac UFO (1:58:09) - Roswell UFO incident (2:09:14) - Bob Lazar (2:12:50) - Monoliths in the desert (2:23:39) - Humans will co-evolve with AI (2:26:58) - Neuralink (2:31:48) - Singularity (2:41:39) - Books: Nietzsche (2:46:44) - Books: Hannah Arendt (2:51:43) - Fear of death (2:56:11) - Meaning of life

28 Joulu 20203h 1min

#148 – Charles Isbell and Michael Littman: Machine Learning and Education

#148 – Charles Isbell and Michael Littman: Machine Learning and Education

Charles Isbell is the Dean of the College of Computing at Georgia Tech. Michael Littman is a computer scientist at Brown University. Please support this podcast by checking out our sponsors: - Athletic Greens: https://athleticgreens.com/lex and use code LEX to get 1 month of fish oil - Eight Sleep: https://www.eightsleep.com/lex and use code LEX to get special savings - MasterClass: https://masterclass.com/lex to get 2 for price of 1 - Cash App: https://cash.app/ and use code LexPodcast to get $10 EPISODE LINKS: Charles's Twitter: https://twitter.com/isbellHFh Charles's Website: https://www.cc.gatech.edu/~isbell/ Michael's Twitter: https://twitter.com/mlittmancs Michael's Website: https://www.littmania.com/ Michael's YouTube: https://www.youtube.com/user/mlittman 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/LexFridmanPage - 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) - Is machine learning just statistics? (12:14) - NeurIPS vs ICML (14:30) - Data is more important than algorithm (20:14) - The role of hardship in education (28:57) - How Charles and Michael met (33:30) - Key to success: never be satisfied (36:47) - Bell Labs (48:15) - Teaching machine learning (58:25) - Westworld and Ex Machina (1:06:24) - Simulation (1:13:14) - The college experience in the times of COVID (1:41:52) - Advice for young people (1:48:44) - How to learn to program (2:00:07) - Friendship

26 Joulu 20202h 3min

#147 – Dmitri Dolgov: Waymo and the Future of Self-Driving Cars

#147 – Dmitri Dolgov: Waymo and the Future of Self-Driving Cars

Dmitri Dolgov is the CTO of Waymo, an autonomous vehicle company. Please support this podcast by checking out our sponsors: - Tryolabs: https://tryolabs.com/lex - Blinkist: https://blinkist.com/lex and use code LEX to get 25% off premium - BetterHelp: https://betterhelp.com/lex to get 10% off - Cash App: https://cash.app/ and use code LexPodcast to get $10 EPISODE LINKS: Waymo's Twitter: https://twitter.com/waymo Waymo's Website: https://waymo.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/LexFridmanPage - 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 (07:46) - Computer games (12:52) - Childhood (15:24) - Robotics (16:14) - Moscow Institute of Physics and Technology (18:26) - DARPA Urban Challenge (28:46) - Waymo origin story (44:27) - Waymo self-driving hardware (53:00) - Connected cars (58:53) - Waymo fully driverless service in Phoenix (1:03:14) - Getting feedback from riders (1:11:28) - Creating a product that people love (1:17:18) - Do self-driving cars need to break the rules like humans do? (1:24:03) - Waymo Trucks (1:29:41) - Future of Waymo (1:42:53) - Role of lidar in autonomous driving (1:55:53) - Machine learning is essential for autonomous driving (1:59:55) - Pedestrians (2:06:32) - Trolley problem (2:11:00) - Book recommendations (2:22:26) - Meaning of life

20 Joulu 20202h 28min

#146 – Michael Mina: Rapid Testing, Viruses, and the Engineering Mindset

#146 – Michael Mina: Rapid Testing, Viruses, and the Engineering Mindset

Michael Mina is an immunologist, epidemiologist, and physician at Harvard. Please support this podcast by checking out our sponsors: - Brave: https://brave.com/lex - Athletic Greens: https://athleticgreens.com/lex and use code LEX to get 1 month of fish oil - ExpressVPN: https://expressvpn.com/lexpod and use code LexPod to get 3 months free - Cash App: https://cash.app/ and use code LexPodcast to get $10 EPISODE LINKS: Michael's Twitter: https://twitter.com/michaelmina_lab Michael's Time article: https://time.com/5912705/covid-19-stop-spread-christmas/ Rapid Tests: https://www.rapidtests.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/LexFridmanPage - 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 (07:28) - Interacting between viruses and bacteria (11:42) - Deadlier viruses (15:13) - Will COVID-19 mutate? (16:47) - Rapid testing (34:11) - PCR vs rapid antigen tests (43:55) - Medical industrial complex (47:47) - Lex takes COVID test (54:32) - FDA and cheap tests (57:17) - Explanation of Elon Musk's positive COVID tests (1:04:25) - Role of testing during vaccine deployment (1:07:54) - Public health policy (1:17:34) - A weather system for viruses (1:34:26) - Can a virus kill all humans? (1:40:05) - Engineering a deadly virus (1:44:47) - AlphaFold 2 and viruses (1:50:42) - Advice for young people (1:58:50) - Time as a Buddhist monk (2:04:54) - Meditation (2:12:32) - Meaning of life

19 Joulu 20202h 19min

#145 – Matthew Johnson: Psychedelics

#145 – Matthew Johnson: Psychedelics

Matthew W. Johnson is a professor and psychedelics researcher at Johns Hopkins. Please support this podcast by checking out our sponsors: - Brave: https://brave.com/lex - Neuro: https://www.getneuro.com and use code LEX to get 15% off - Four Sigmatic: https://foursigmatic.com/lex and use code LexPod to get up to 60% off - Cash App: https://cash.app/ and use code LexPodcast to get $10 EPISODE LINKS: Matt's Twitter: https://twitter.com/Drug_Researcher Matt's Website: https://www.hopkinsmedicine.org/profiles/results/directory/profile/0800020/matthew-johnson Study Website: https://hopkinspsychedelic.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/LexFridmanPage - 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 (06:31) - Introduction to psychedelics (22:33) - Psychedelics expand the mind (25:44) - The priors we bring to the psychedelic experience (29:40) - Elon Musk and first principles thinking (40:10) - DMT (51:32) - Joe Rogan and DMT (57:40) - The nature of drug addiction (1:11:29) - The economics of drug pricing (1:17:44) - Should we legalize all drugs? (1:29:46) - What is the most dangerous drug? (1:32:20) - Does drug prohibition work? (1:36:14) - Cocaine and sex (1:43:15) - Risky sexual decisions (1:54:12) - Psilocybin helping people quit smoking (2:00:30) - Young Jamie (2:22:38) - Participating in a study (2:29:57) - Psychedelics and the human mind (2:37:20) - The future of psychedelics (2:40:01) - Neuralink (2:49:33) - Consciousness (3:02:15) - Panpsychism (3:12:20) - Aliens and DMT (3:22:24) - Mortality (3:32:12) - Meaning of life

14 Joulu 20203h 39min

#144 – Michael Littman: Reinforcement Learning and the Future of AI

#144 – Michael Littman: Reinforcement Learning and the Future of AI

Michael Littman is a computer scientist at Brown University. Please support this podcast by checking out our sponsors: - SimpliSafe: https://simplisafe.com/lex and use code LEX to get a free security camera - ExpressVPN: https://expressvpn.com/lexpod and use code LexPod to get 3 months free - MasterClass: https://masterclass.com/lex to get 2 for price of 1 - BetterHelp: https://betterhelp.com/lex to get 10% off EPISODE LINKS: Michael's Twitter: https://twitter.com/mlittmancs Michael's Website: https://www.littmania.com/ Michael's YouTube: https://www.youtube.com/user/mlittman 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/LexFridmanPage - 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 (07:43) - Robot and Frank (10:02) - Music (13:13) - Starring in a TurboTax commercial (23:26) - Existential risks of AI (41:48) - Reinforcement learning (1:07:36) - AlphaGo and David Silver (1:17:15) - Will neural networks achieve AGI? (1:29:42) - Bitter Lesson (1:42:32) - Does driving require a theory of mind? (1:51:58) - Book Recommendations (1:57:20) - Meaning of life

13 Joulu 20202h 1min

#143 – John Clarke: The Art of Fighting and the Pursuit of Excellence

#143 – John Clarke: The Art of Fighting and the Pursuit of Excellence

John Clarke is a BJJ black belt and MMA coach. Please support this podcast by checking out our sponsors: - Theragun: https://theragun.com/lex to get 30 day trial - Magic Spoon: https://magicspoon.com/lex and use code LEX to get free shipping - Eight Sleep: https://www.eightsleep.com/lex and use code LEX to get $200 off - Cash App: https://cash.app/ and use code LexPodcast to get $10 EPISODE LINKS: Broadway Jiu Jitsu website: https://www.broadwayjiujitsu.com Broadway Jiu Jitsu instagram: https://www.instagram.com/broadwayjiujitsu Please, Allow Me podcast: https://podcasts.apple.com/us/podcast/please-allow-me/id1531735873 Please, Allow Me instagram: https://www.instagram.com/please_allow_me_podcast/ 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/LexFridmanPage - 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 (08:25) - The great American road trip (25:54) - Martial arts and philosophy (28:55) - Real vs fake success on Instagram (39:40) - The brutal honesty of Mike Tyson (44:26) - Breaking your opponent in wrestling (52:32) - Genghis Khan (1:03:38) - It's okay to change your mind (1:08:15) - Why do politicians become inauthentic (1:14:52) - Greatness requires sacrifice (1:17:36) - Whiplash (1:25:44) - Relationships (1:31:21) - Greatest fighters of all time (1:39:02) - Greatest fight of all time (1:53:25) - Khabib Nurmagomedov (1:55:13) - Can Conor McGregor beat Khabib Nurmagomedov? (2:09:29) - Conor vs Khabib 2 (2:16:05) - Will there always be war? (2:17:41) - Future of civilization (2:19:52) - Kids (2:26:37) - The meaning of a "like" on social media (2:35:34) - Starting a podcast (2:54:16) - Book recommendations (2:57:46) - Keeping the independence of solitude

6 Joulu 20203h

#142 – Manolis Kellis: Meaning of Life, the Universe, and Everything

#142 – Manolis Kellis: Meaning of Life, the Universe, and Everything

Manolis Kellis is a computational biologist at MIT. Please support this podcast by checking out our sponsors: - Grammarly: https://grammarly.com/lex to get 20% off premium - Athletic Greens: https://athleticgreens.com/lex and use code LEX to get 1 month of fish oil - Cash App: https://cash.app/ and use code LexPodcast to get $10 EPISODE LINKS: Manolis Website: http://web.mit.edu/manoli/ Manolis Twitter: https://twitter.com/manoliskellis Manolis YouTube: https://www.youtube.com/channel/UCkKlJ5LHrE3C7fgbnPA5DGA 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/LexFridmanPage - 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 (06:48) - Music and life (46:21) - The number 42 (52:22) - The question about the meaning of life (55:02) - Are humans unique in the universe? (1:00:46) - Human civilization (1:12:52) - Mars (1:14:45) - Human mind and the abstraction layers of reality (1:25:38) - Neural networks and intelligence (1:32:55) - Ideas as organisms (1:42:19) - Language (1:53:34) - Legacy (2:08:25) - Poems SONGS MENTIONED: [1] Dwros Gewrgiadis - An imoun plousios https://www.youtube.com/watch?v=7akZoEQv6jI [2] Grigoris Bithikotsis - Ftoxologia https://www.youtube.com/watch?v=TyGR24O0KQ8 [3] Sto perigiali to kryfo https://www.youtube.com/watch?v=B-GBPx_GXQw [4] Michael Jackson - Man in the Mirror https://www.youtube.com/watch?v=Zqe5NP86OCc [5] George Michael - Careless Whisper https://www.youtube.com/watch?v=izGwDsrQ1eQ [6] Gainsbourg with Isabelle Adjani - Pull Marine https://www.youtube.com/watch?v=o7MwHGHWgLk [7] Georges Moustaki - Le meteque https://www.youtube.com/watch?v=MV8fGf-N06A [8] Jacques Brel - Ne me quitte pas https://www.youtube.com/watch?v=q_bq5mStroM [9] Sting - Englishman In New York https://www.youtube.com/watch?v=d27gTrPPAyk [10] Sting - Fragile https://www.youtube.com/watch?v=lB6a-iD6ZOY [11] Pink Floyd - The Wall (When the Tigers Broke Free) https://www.youtube.com/watch?v=l9b9UhFe6Eg [12] Pink Floyd - The Wall (One Of My Turns) https://www.youtube.com/watch?v=BOay-7aqLks [13] Sting - Russians https://www.youtube.com/watch?v=wHylQRVN2Qs [14] Joni Mitchell - Both sides now https://www.youtube.com/watch?v=aCnf46boC3I [15] Leonard Cohen - I'm Your Man https://www.youtube.com/watch?v=yOnXe8ttmjY [16] Alison Krauss & Union Station - The Lucky One https://www.youtube.com/watch?v=jcRZ_J_VgNc

30 Marras 20200s

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