Andrej Karpathy: Tesla AI, Self-Driving, Optimus, Aliens, and AGI | Lex Fridman Podcast

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  • čas přidán 15. 05. 2024
  • Andrej Karpathy is a legendary AI researcher, engineer, and educator. He's the former director of AI at Tesla, a founding member of OpenAI, and an educator at Stanford. Please support this podcast by checking out our sponsors:
    - Eight Sleep: www.eightsleep.com/lex to get special savings
    - BetterHelp: betterhelp.com/lex to get 10% off
    - Fundrise: fundrise.com/lex
    - Athletic Greens: athleticgreens.com/lex to get 1 month of fish oil
    EPISODE LINKS:
    Andrej's Twitter: / karpathy
    Andrej's CZcams: / andrejkarpathy
    Andrej's Website: karpathy.ai
    Andrej's Google Scholar: scholar.google.com/citations?u...
    Books mentioned:
    The Vital Question: amzn.to/3q0vN6q
    Life Ascending: amzn.to/3wKIsOE
    The Selfish Gene: amzn.to/3TCo63s
    Contact: amzn.to/3W3y5Au
    The Cell: amzn.to/3W5f6pa
    PODCAST INFO:
    Podcast website: lexfridman.com/podcast
    Apple Podcasts: apple.co/2lwqZIr
    Spotify: spoti.fi/2nEwCF8
    RSS: lexfridman.com/feed/podcast/
    Full episodes playlist: • Lex Fridman Podcast
    Clips playlist: • Lex Fridman Podcast Clips
    OUTLINE:
    0:00 - Introduction
    0:58 - Neural networks
    6:01 - Biology
    11:32 - Aliens
    21:43 - Universe
    33:34 - Transformers
    41:50 - Language models
    52:01 - Bots
    58:21 - Google's LaMDA
    1:05:44 - Software 2.0
    1:16:44 - Human annotation
    1:18:41 - Camera vision
    1:23:46 - Tesla's Data Engine
    1:27:56 - Tesla Vision
    1:34:26 - Elon Musk
    1:39:33 - Autonomous driving
    1:44:28 - Leaving Tesla
    1:49:55 - Tesla's Optimus
    1:59:01 - ImageNet
    2:01:40 - Data
    2:11:31 - Day in the life
    2:24:47 - Best IDE
    2:31:53 - arXiv
    2:36:23 - Advice for beginners
    2:45:40 - Artificial general intelligence
    2:59:00 - Movies
    3:04:53 - Future of human civilization
    3:09:13 - Book recommendations
    3:15:21 - Advice for young people
    3:17:12 - Future of machine learning
    3:24:00 - Meaning of life
    SOCIAL:
    - Twitter: / lexfridman
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  • Věda a technologie

Komentáře • 2,6K

  • @lexfridman
    @lexfridman  Před rokem +362

    Here are the timestamps. Please check out our sponsors to support this podcast.
    0:00 - Introduction & sponsor mentions:
    - Eight Sleep: www.eightsleep.com/lex to get special savings
    - BetterHelp: betterhelp.com/lex to get 10% off
    - Fundrise: fundrise.com/lex
    - Athletic Greens: athleticgreens.com/lex to get 1 month of fish oil
    0:58 - Neural networks
    6:01 - Biology
    11:32 - Aliens
    21:43 - Universe
    33:34 - Transformers
    41:50 - Language models
    52:01 - Bots
    58:21 - Google's LaMDA
    1:05:44 - Software 2.0
    1:16:44 - Human annotation
    1:18:41 - Camera vision
    1:23:46 - Tesla's Data Engine
    1:27:56 - Tesla Vision
    1:34:26 - Elon Musk
    1:39:33 - Autonomous driving
    1:44:28 - Leaving Tesla
    1:49:55 - Tesla's Optimus
    1:59:01 - ImageNet
    2:01:40 - Data
    2:11:31 - Day in the life
    2:24:47 - Best IDE
    2:31:53 - arXiv
    2:36:23 - Advice for beginners
    2:45:40 - Artificial general intelligence
    2:59:00 - Movies
    3:04:53 - Future of human civilization
    3:09:13 - Book recommendations
    3:15:21 - Advice for young people
    3:17:12 - Future of machine learning
    3:24:00 - Meaning of life

    • @josephs2137
      @josephs2137 Před rokem +3

      💪🧠

    • @seraph6758
      @seraph6758 Před rokem

      @20:20 were you finally debriefed? lol jk! .. 🎯, though. ☝💙

    • @csopsrs
      @csopsrs Před rokem +2

      great interview , lex

    • @alexandrekassiantchouk1632
      @alexandrekassiantchouk1632 Před rokem

      AI is way behind especially in "solving Universe" - which was recently solved in free "Time Matters eBook" (Hubble redshift is not due to expansion and Big Bang, but thanks to time dilation in past translates into redshift today; Vera Rubin puzzle about fast spinning spiral galaxies and not falling apart is not due to dark matter, but due to time faster at ~0.001 rate in spiral arms, that alone holds galaxies together; and other, if not all, puzzles about our Universe, "UFO" including).

    • @Thedogfathersd
      @Thedogfathersd Před rokem +1

      Imagine if there’s a lag or hack on a self driving car 🚙 it needs a lot of work

  • @franciscoerramuspe
    @franciscoerramuspe Před rokem +894

    Seems mind-blowing to me having access to a 3.5 hour talk with one of the greatest minds in the history of AI, while having the chance to learn from his habits, thoughts, and way of seeing life. Such an outstanding job as usual, Lex.

    • @michalkiwanuka938
      @michalkiwanuka938 Před rokem +28

      yes Andrej is lucky to have this time with him

    • @marckuhlmann2905
      @marckuhlmann2905 Před rokem +2

      This.

    • @glazed6098
      @glazed6098 Před rokem +1

      Lex is not the smartest in world bit he is up there

    • @jansveen
      @jansveen Před rokem

      This is what youtube should be used for, not all the crap that drowns the servers and sucks the energy grid like a starving prostitute in red light district

    • @robertmortensen3989
      @robertmortensen3989 Před rokem +1

      9:41 he suggests that he understand abiogenesis intuitively? uhhhhhhh ok there guy

  • @InvestingGamble
    @InvestingGamble Před rokem +1277

    This is what made Lex famous. We need more scientists, less celebrities!

    • @akaku9
      @akaku9 Před rokem +74

      Blink twice if Joe Rogan has you held at gunpoint and forces you to watch these videos.
      Jokes aside, if you don't like listening to celebrities; don't watch the videos where they're being interviewed. Lex is allowed to have fun and do whatever he wants with his platform.

    • @MattWalkerTxranger
      @MattWalkerTxranger Před rokem +45

      I think you are wrong. I think the variety is what brings in over a million subscribers. There are definitely more subs here because of that then they are for only scientific discussion

    • @xzrex6908
      @xzrex6908 Před rokem +47

      @@MattWalkerTxranger Wrong, most of lexs fanbase is here for scientist podcasts

    • @henrycowsert3999
      @henrycowsert3999 Před rokem +7

      Don’t watch it if you want it’s that simple. the celebrities pull millions of views so people are obviously interested

    • @metriculous1260
      @metriculous1260 Před rokem +13

      I think the more perspectives/kinds of brains Lex talks to the better! If he keeps following his own interests and heart, I feel that's where we'll get the most interesting conversations :)

  • @rudolfromisch954
    @rudolfromisch954 Před rokem +152

    Would be happy to see andrej a second time

  • @frederickwelsh
    @frederickwelsh Před rokem +193

    The intensity and quality of this long interview reveal the intellectual capacity of both speakers. This has been well worth my time. Thank you!

  • @user-wr4yl7tx3w
    @user-wr4yl7tx3w Před rokem +722

    Andrej is one of the most generous person there is in AI. His stature is so well deserved.

    • @avaksaputra
      @avaksaputra Před rokem +1

      From Movie he show it...
      Romans.. 😎😎😎

    • @doge0069
      @doge0069 Před rokem +5

      geohot > andrej

    • @brianbetsinger
      @brianbetsinger Před rokem +3

      Thanks Chinese bot

    • @boyanbalev4428
      @boyanbalev4428 Před rokem +19

      @@doge0069 I would certainly disagree with you , not on any technicality because geohot might be better programmer ,but he is to ego driven of a person to be any kind of great leader.

    • @steelsteez6118
      @steelsteez6118 Před rokem +1

      @@avaksaputra huh?

  • @moralboundaries1
    @moralboundaries1 Před rokem +269

    Andrej speaks so quickly, yet it doesn't sound rushed or thoughtless. Fascinating dude.

    • @asuareziii
      @asuareziii Před rokem +11

      I set the speed to .75 to make sure I don’t miss anything

    • @azai.mp4
      @azai.mp4 Před rokem +23

      I had to double-check I didn't have it set to 1.25 haha

    • @ralanham76
      @ralanham76 Před rokem +20

      He’s is overclocked 😊

    • @jerome8314
      @jerome8314 Před rokem +5

      Reminds me of Ben Shapiro

    • @sayantanmazumdar3
      @sayantanmazumdar3 Před rokem

      His brain is bottlenecking his mouth.

  • @williamikennanwosu
    @williamikennanwosu Před rokem +81

    Andrej's laugh is so funny and pure. He is a good natured fellow. Lex is a die hard AI fan boy and I think him interviewing Andrej is like talking to someone who shares that passion for AI. Great interview!

  • @aaradhyadixit4322
    @aaradhyadixit4322 Před rokem +63

    one of the best podcasts out there on the internet.. the clarity of thought and the depth of answers of Andrej is insane!

  • @FranciscoRodriguez-rq8nv
    @FranciscoRodriguez-rq8nv Před rokem +669

    after listening to the Kanye West episode I had to listen to this one urgently at the attempt to recover the neurons that flew my brain. Thank you Andrej for such beautiful insights and clear explanations :)

    • @boghy1996
      @boghy1996 Před rokem +37

      Did you have the patience to listen to the whole episode? I gave up after 20 minutes

    • @FranciscoRodriguez-rq8nv
      @FranciscoRodriguez-rq8nv Před rokem +14

      @@boghy1996 I tried, cause a friend told me the end was epic, but then I saw that this episode was published... like a present from heaven, so I changed automatically :)

    • @El...Presidente
      @El...Presidente Před rokem +5

      Hahahah dude. Same here.

    • @callamburles3075
      @callamburles3075 Před rokem +5

      Pretty close minded lol

    • @nmot97
      @nmot97 Před rokem +42

      @@callamburles3075 sometimes people are so open minded that their brains fall out...

  • @LiyuLuo
    @LiyuLuo Před rokem +364

    Lex and Andrej podcast feels like Saturday morning cartoons all over again.

    • @DuckRiceFarmer
      @DuckRiceFarmer Před rokem +7

      This all the way!

    • @bobravenscraft5376
      @bobravenscraft5376 Před rokem +3

      That's the best compliment he could get right Lex? Burn a Burner PEACE

    • @vapormissile
      @vapormissile Před rokem +1

      Exactly. Thanks.

    • @BBefore-mn1jz
      @BBefore-mn1jz Před rokem +2

      I wish “aliens”would just dear john us so we all can move on with fucking this earth up.

    • @BigMTBrain
      @BigMTBrain Před rokem +1

      BEST, SPOT-ON analogy. 😁

  • @BongoWongoOG
    @BongoWongoOG Před rokem +27

    I like the way the Andrej can't quite believe some of the answers he gives, given his depth of knowledge, and laughs nervously as if he's some how breaking the matrix of what knowledge he should disseminate. Very intelligent, very humble chap. Very grateful to Lex for allowing this fascinating interview to take place and to Andrej for being forthright and honest and taking part. I'll certainly remember this interview for a long time to come.

  • @gobl-analienabductedbyhuma5387

    One of his biggest plus is his ability to be very efficient, precise and clear in his descriptions and answers

    • @krackerslacker
      @krackerslacker Před rokem +9

      You can tell from the length of the time stamps in the video

    • @sjirkofficial
      @sjirkofficial Před rokem +7

      "If you can't explain it simply, you don't understand it well enough." - Some random guy

  • @meho1010
    @meho1010 Před rokem +146

    Andrej...went from relative unknown 5 years ago to a absolute legend today. Good for him.

    • @elginbeloy9066
      @elginbeloy9066 Před rokem +16

      His "Unreasonable Effectiveness of RNNs" was top of hacker news eight years ago. He has been a top content producer/big voice/educator in the community for a while. Him blowing up is sampling bias of AI generally being more popular now.

  • @marbin1069
    @marbin1069 Před rokem +18

    In my view, this is the best AI interview conducted by Lex to date.
    41:50 - This is the main reason why large language models understand and reason, in many cases, in a similar way to how humans do.
    The psychological and/or philosophical (extremely simple) idea underlying the success of these large language models is that the brain may be, fundamentally, a predictive system. Whose main goal is the prediction of characters/words, pixels/images, ... If we consider this hypothesis (that could be) true, then we should focus our efforts on developing architectures (e.g. Transformers) that allow us to make better predictions.

    • @SebastianLopez-nh1rr
      @SebastianLopez-nh1rr Před rokem +1

      Intelligence is all about predicting the future, nothing more, nothing less

    • @ken-mb5cp
      @ken-mb5cp Před 3 měsíci

      Live in the eternal Now and be free of space and time.

  • @jamieb7799
    @jamieb7799 Před rokem +8

    I can't help but really like Andrej. There is a childlike excitement that exudes out of every part of his demeanor. His obvious passion is contageous and that is truly endearing & critical in moving this field forward in a positive direction. Not too many people you could say that about.

  • @F.a797
    @F.a797 Před rokem +133

    I really like when Lex interviews people in AI. The questions that he comes with are more refined than normal questions and we also hear his voice more since he is also an expert in the field.

    • @THEVIERAOS
      @THEVIERAOS Před rokem +2

      I mean… ai is his main thing

  • @bayareaspf
    @bayareaspf Před rokem +227

    Amazes me that we have people like Lex and Andrej on this planet. Smart, ahead of their time yet present in moment and both empathetic to our world.

    • @BBefore-mn1jz
      @BBefore-mn1jz Před rokem

      “AI”just like “aliens” need to not be the be all solution for human made problems. If this planet was mostly water and now it’s not and we are mostly water ..

    • @Notwoke7
      @Notwoke7 Před rokem +5

      Thank the Lord he gives humanity men with this level of intelligence and sensibility!

    • @MelfiortheOne
      @MelfiortheOne Před rokem

      @@Notwoke7 They develop this level of intelligence through practice and challenging the limits, not being given by imaginary entity.

    • @scottydog9997
      @scottydog9997 Před rokem +2

      Lex is smart? I think he is alright, but he never came across as "smart" to me.
      He definitely has some sway getting high profile individuals on his show, and is a reasonable conversationalist.

    • @0cer0
      @0cer0 Před rokem +4

      @@scottydog9997 Lex has a remarkable way of speaking. It looks to me as if he wants to get into a state of purposelessness, to be able to express what his mind finds, uninfluenced and without too much control by his everyday consciousness. It's like ink painting in Zen or Cy Twombly’s struggle for elimination of personal influences on the image result. So it is that Lex lets the words flow out of him, with a minimum of control and at the pace at which they form in his mind. And that's what creates this slurred, indistinct speech pattern. One should not interpret this as a lack of smartness. If you pay attention to the content and less to the form, you will better recognize the sharpness of his mind. (Funny, of course, is the contrast with Andrej's super-accented, extremely efficient speaking style...)

  • @ricmrodrigues
    @ricmrodrigues Před rokem +9

    How Andrej described working on a problem is exactly how I do. And what he said about night time quietness being great to focus, 200%. And also becoming obsessed with it and having it all on RAM, it's like he's describing my process, I can relate so much! This happened to me last night and this morning! Best problem solving I've ever done was, hands down, at night! Amazing how he described this so accurately to match my process.

    • @TomInKolbotn
      @TomInKolbotn Před 4 měsíci

      Dont know him personaly. Did save his 2018 video Re Tesla

  • @xd0404
    @xd0404 Před 11 měsíci +5

    I'm truly inspired, overwhelmed, motivated, shocked at how much I can learn. Lex's questions range from the super geek way over my head to the extremely daring "what does it all mean". His questions really bring out who Andrej really is. On the other end, Andrej is so truthful, transparent, present, it is a pure joy to see and hear the best of how we can be in the world. This podcast is a turning point for me.

  • @waldarbeiter352
    @waldarbeiter352 Před rokem +68

    1:29 Lex taking notes while Andrej is explaining neural nets is pure gold😂

  • @johnostensen
    @johnostensen Před rokem +144

    Andrej really comes across like a hacker/tinkerer in every way. Even the way he talks seems optimized to get information across fast, precise and to the point. He really gives of a vibe that Life is too short to waste, too much to discover,and every second not used to think about the puzzles around us is a wasted second. I think for Andrej life is a Rubiks cube😊

    • @AllanSustainabilityFan
      @AllanSustainabilityFan Před rokem +12

      Amusingly, Andrej is also actually "one of the most influential people in the Rubik's cube community" apparently.

    • @MrClarktom
      @MrClarktom Před rokem +6

      @@AllanSustainabilityFan Badmephisto was the GOAT channel for speedcubing concepts from 2007 until the early 2010s. It's very likely the current crop of top speedcubers used his resources in the early stages of their development. His influence there is certainly on the decline, young cubers won't have a clue who he is

    • @ethankoal2756
      @ethankoal2756 Před rokem +1

      @@MrClarktom so he is literally a rubics cube guru.. woah

    • @kove
      @kove Před rokem +3

      My thoughts as well. For how fast he talks, it's easy to keep up with him. It's like listening to an audiobook at 1.5 speed. Love it!

    • @JackSarfatti
      @JackSarfatti Před rokem +1

      Great minds yes, but seriously ignorant of latest developments in physics.

  • @reyjes
    @reyjes Před rokem +18

    Awww, I absolutely love Andrej! He's so sincere and kind, and such an amazingly accomplished guy. His laugh is so full of joy. My favorite Lex interview to date!

  • @Genius2501
    @Genius2501 Před rokem +5

    I'm an AI grad student. My younger sister is in high school right now and she is very eager to start exploring the subject. I just sent her a clip of Andrej's advice for beginners. Thank you so much Lex and Andrej! Sending you love from the other side of the globe.

  • @parindam1
    @parindam1 Před rokem +68

    The entire flow of the podcast has been so natural. I'm sure, it's not only us but Lex and Andrej also enjoyed the conversation.

    • @Gingnose
      @Gingnose Před 3 měsíci

      The chemistry tho 🔥🔥

  • @F.a797
    @F.a797 Před rokem +21

    Lovely interview. Andrej speaks in 1.5x speed and I love that.

    • @agicortex
      @agicortex Před rokem +2

      I watch him at 1.5x speed while he speaks at 1.5x speed

    • @ssing7113
      @ssing7113 Před rokem +1

      @@agicortexI was just gonna say the same thing. Lol. It’s what sounds normal to me. I usually do 1.75. He did get me down to 1.5 this round though 😂

  • @caschque7242
    @caschque7242 Před rokem +4

    This is one of the most interesting and fascinating interviews I have ever seen. Honestly. It's 2 am in the morning. I gotta sleep, but I can't stop.

  • @dadtunesatx6645
    @dadtunesatx6645 Před rokem +5

    Lex, what you said at 1:57 in this podcast was so important for me to hear today. I truly appreciate the way you are working to make our world a better place.

  • @sebastienburdin5390
    @sebastienburdin5390 Před rokem +111

    Andrej is really an incredible person in many ways. Thank you so much for letting us discover more intimately the genuinely kind human being behind the great genius, Lex 🙏

  • @lionheart-182
    @lionheart-182 Před rokem +87

    This is the kind of conversation that takes me time to digest because of the complexity of the topics and I found that challenging but satisfying because I get to learn new things, thanks Lex for making knowledge more accessible to everyone

    • @ethankoal2756
      @ethankoal2756 Před rokem +1

      right?? Its so awesome to have access to this very mainstream channel of media that attracts such big players and thinkers in the world that makes our own what it is.

  • @taliaspencer9093
    @taliaspencer9093 Před rokem +4

    I love Andrej's laugh... And the absolute humility of his own ego in the purpose of solving his goals- People like him bring me so much joy~

  • @iconoclasting
    @iconoclasting Před rokem +2

    The following realization made me laugh. For all other channels, I routinely increase the playback speed to at least 1.5 - even before I listen to the content. This video made me realize that I need to slow it down to fully understand. Still, I am grateful for the level of knowledge that is being shared by your efforts, Lex. It is unique.

  • @koulmemaybe
    @koulmemaybe Před rokem +139

    Apart from everything else he's done, Andrej is also one of the most influential people in the rubik's cube community - his old tutorial videos on F2L OLL and PLL on the badmephisto channel were the entry point into high level cubing for a lot of top solvers and content creators today

    • @st2rseeker
      @st2rseeker Před rokem +8

      My mind is blown - I didn't know that! 😱

    • @RockSmacker
      @RockSmacker Před rokem +8

      yes!! from the timestamps it seems as if lex did not bring up his past content related to cubing which is such a shame. I'd love to hear if he's still into it at all and what he thinks about the impact he had as badmephisto

    • @Michael-Hammerschmidt
      @Michael-Hammerschmidt Před rokem +3

      I was just about to say the same thing! About 9 years ago I learned how to solve the 3x3 from his tutorials! Love this man and it's incredible to see what amazing thing's he's done since then. I remember seeing his video about working at Stanford and Google on deeplearning and as a software developer myself, being so inspired!

    • @gyroninjamodder
      @gyroninjamodder Před rokem +3

      Whenever I see his name I always think of his tutorials despite using them ages ago.

    • @pitech4446
      @pitech4446 Před rokem +1

      why did he leave tesla? Tesla please get him back pls

  • @DigitalEngine
    @DigitalEngine Před rokem +39

    The best interviews - sharp, fun, thought-provoking. Keep it up Lex, love it.

  • @shadydelivery
    @shadydelivery Před rokem +6

    One of Lex’s best interviews, Andrej is fascinating

  • @SanjayVenkat-ce1gj
    @SanjayVenkat-ce1gj Před rokem +3

    This is the best techie interview for November 2022. Clean pure and honest.

  • @chenjus
    @chenjus Před rokem +67

    I love how excited Lex is during this interview

    • @adamlew6145
      @adamlew6145 Před rokem

      Why do you guys all kiss his ass in the comments section? He doesnt even form succinct questions that can provoke direct to the point Simple responses it’s the easiest job in the world

  • @SolvingTheMoneyProblem
    @SolvingTheMoneyProblem Před rokem +59

    Dope interview, Andrej is a beast, can't wait to watch Tesla solve autonomy, intelligent/useful humanoid robots, and ultimately AGI.

  • @sounddoc
    @sounddoc Před rokem +1

    We need more Lex Fridmans, interviewers who interact with their guests and question at their level.

    • @anthonyhall2192
      @anthonyhall2192 Před 21 dnem

      Then none of us would understand. Lol, jk. It's more like I wouldn't understand

  • @cgonsalves4
    @cgonsalves4 Před rokem +2

    This was a great episode! It's amazing to hear Andrej breakdown complex topics into understandable chunks. It's also helpful when the interviewer knows a lot about the topic and asks the right questions.

  • @CloudsandSpaceships
    @CloudsandSpaceships Před rokem +16

    I used to work in the auto pilot department (data labeling team) for Tesla and actually got interviewed by him. I always felt like he was the smartest most technical person I've ever met. BTW, he was the only one in the office who had a rubix cube on his desk.

  • @anthonyscott5857
    @anthonyscott5857 Před rokem +7

    Andrej speaks so fast. There are moments I think the video is sped up and then Lex’s smooth jazz questions brings everything back to pace.

  • @monte4673
    @monte4673 Před rokem +13

    With the discussion regarding the future of AI and being able to render things from voice dictation, at that point, we’re literally wizards casting spells.

    • @Risuaita5886
      @Risuaita5886 Před rokem +4

      "Any sufficiently advanced technology is indistinguishable from magic" -Arthur C. Clarke

    • @Skynet_the_AI
      @Skynet_the_AI Před rokem

      I knoww right?

  • @Martinko_Pcik
    @Martinko_Pcik Před rokem +4

    I am super impressed with what Andrej and team accomplished. Thank you for allowing me to know him a bit better through this interview. You are both very pleasant and interesting people.

  • @avayu2289
    @avayu2289 Před rokem +32

    This is so worth taking time for. Thank you Lex Fridman and Andrej Karpathy.🤓

  • @Jonathanimpossible
    @Jonathanimpossible Před rokem +21

    Thank you so much for making these Lex. You get down, you get burnt out, you get lost in the vast field we work in, and these talks help me to motivate and refocus, your work is tremendously appreciated.

  • @AI_Guy_official
    @AI_Guy_official Před rokem +3

    10000 hours was the most incredible insight for me. Thanks, Lex for all effort that you are doing to make such educational podcasts.

  • @marbin1069
    @marbin1069 Před rokem +3

    Books recommendations:
    - The Vital Question
    - The Selfish Gene
    - The Molecular Biology of The Cell

  • @semihkavalci164
    @semihkavalci164 Před rokem +198

    Thank you for the update AMC2V is done right, and waiting is part of the process,

  • @alexjbriiones
    @alexjbriiones Před rokem +19

    Lex, this is probably your greatest interview to date. Only Ray Kurzweil's may be considered better. Absolutely mind-blowing!

  • @muze3k
    @muze3k Před rokem +2

    This is my favorite podcast episode. I never listen to or watch any podcasts and i can't believe i watched the entire 3 and half hours of it.

  • @Kyzyl_Tuva
    @Kyzyl_Tuva Před rokem +2

    Nick Lane and Andrej Karpathy are my 2 favorites. Have watched both > 3 times.

  • @Yash-cw8zm
    @Yash-cw8zm Před rokem +20

    Cool interview. I think you should ask for book recommendations for every candidate.

  • @treqqqq2850
    @treqqqq2850 Před rokem +36

    Finally we are back to the OG Lex podcasts. Please do more of this!

    • @apolloarts5412
      @apolloarts5412 Před rokem +1

      Fck chess and other bs! aliens is the shit! 👽🚬

    • @wallabee32
      @wallabee32 Před rokem

      I want lex to interview everyone.

    • @user-sp7hw7ge4f
      @user-sp7hw7ge4f Před rokem

      Not evry one ? But the best ones ...

    • @gryaznygreeb
      @gryaznygreeb Před rokem +1

      Kanye was extremely disappointing, what a prick he was. I loved the chess interviews though, it inspired me to pick it up, as strategy and problem solving are my weakspots.

    • @user-sp7hw7ge4f
      @user-sp7hw7ge4f Před rokem

      I was extrimly engry after that bodcast wtf was that I mean ? be thenkful for lex becous he didn't live that room in the middle of that entrveiw ?

  • @wissammoussa7540
    @wissammoussa7540 Před rokem +3

    Andrej makes me unconsciously check if I'm at 1.25x playing speed every 5 mins

  • @tamarakuhn1634
    @tamarakuhn1634 Před rokem +2

    I loved this interview! Andrew is so full of joy. What a likeable guy. Two of my favorite people just chatting….

  • @luksdoc
    @luksdoc Před rokem +8

    Lex at 0.5 x speed, Andrej at 2 x speed. 😀

  • @Viddough
    @Viddough Před rokem +11

    I really appreciate you try to show how amazingly complex and how blessed we are to exist,how much we don’t know and how much we need to learn.it’s pure love.

  • @andrepeniche
    @andrepeniche Před rokem

    When Andrej talks, it feels like the video is sped up by 1.5x

  • @PeterKertesz2013
    @PeterKertesz2013 Před rokem +14

    Great podcast, keep them coming

  • @sharma6186
    @sharma6186 Před rokem +7

    Magic = physics exploit?
    Mr. Fridman, The treasury of knowledge and wisdom I find in your meaningful discussions are a bright spot in my life. Stay safe and take care.

  • @VectorRalf
    @VectorRalf Před rokem +74

    What a pleasant surprise! Thank you Lex, you just leveled up my weekend from great to awesome! Keep up the great work and content 🙂

    • @salwaneleyland5874
      @salwaneleyland5874 Před rokem

      Smart phones facial recognition bio energies electro magnets detect frequency plus finger prints. See plus average heat moister. Move ment sens er to detect. To recognise. See alice resident evil Tvirus. X

    • @janh.7557
      @janh.7557 Před rokem +1

      ❤❤❤

  • @grayboywilliams
    @grayboywilliams Před rokem +3

    Really humble guy. Loved learning some of his insights. Also loved that he dropped major hints at the Microsoft + OpenAI partnership while it was still brewing.

  • @westcoast8562
    @westcoast8562 Před rokem +5

    Lex is setting into the groove...and I'm learning a few things :)

  • @errordynamicist
    @errordynamicist Před rokem +17

    Hi Lex, I am a big enjoyer of your interviews! I love how you focus so much on the humanity of yourself and your guests and always have a respectful line of questioning. I don't see that too often in interviewers these days, and watching these are so relaxing. And thanks for taking the time to meticulously timestamp everything. Have a great day!

  • @shubhamtalks9718
    @shubhamtalks9718 Před rokem +46

    Please do more podcasts like this.

    • @Myrslokstok
      @Myrslokstok Před rokem

      If there where moore people like it he would, but the amount of people who built up a department at Tesla from zero to succes is scares to say the least.

  • @marwansoliman2097
    @marwansoliman2097 Před rokem +1

    Watched this episode a few days ago and literally can't get the concept of language models out of my head, super interesting stuff!

  • @roberthodor3918
    @roberthodor3918 Před rokem +1

    That's what I call an interview!
    Such a piece of normality in today's times feels really refreshing.
    Greetings from Kosice, Slovakia.

  • @jordyfresco
    @jordyfresco Před rokem +8

    I am not an engineer. I am an audio engineer. But I love listening to engineers speak because, even if I don't fully understand, it expands my mind and peaks my interest. Thanks Lex for all the great content. Thanks for spreading love in this world

  • @joostvankruijsdijk98
    @joostvankruijsdijk98 Před rokem +9

    The most interesting question in this interview is asked at 13:59 when Lex Says, 'The jump from bacteria to more complex organisms is the hardest jump'.
    How can it be that on earth we made the jump from bacteria to where we are today: a technological society. (and how can it be that we haven't found other planets where this happened too)/
    I suspect the main reason lies in the fact that the earth got tilted 4.5 billion years ago.
    Because of this we have our seasons and every day differs from all other days in terms of temperature and the amount of sunlight and weather conditions overall.
    Evolution thrives on constantly changing environments . A bacteria might thrive with 18 hours of sunlight everyday (June) but fail to do so with only 6 hours (December). In a situation where earth was not tilted you would get 12 hours of sunlight everyday.
    So it's plausible that on a tilted earth evolutionary forces are factor X higher than evolutionary forces on a non-tilted earth. This might have speeded up evolution with X billion years and be the main reason we are the most advanced form of life in the universe relatively close to us.
    @Lex really interested to get your take on this.

    • @jannekestuulen9521
      @jannekestuulen9521 Před rokem +1

      Extremely intesting thought! This might indeed be one of the main reason we have made this jump so quickly.

    • @emieldevries7397
      @emieldevries7397 Před rokem +1

      Very interesting indeed. It should be possible to estimate different evolutionary speeds by simulating this in a scientific controlled environment. This could give an estimate of how quickly life would get to the current level of complexity in a situation where the earth is not tilted.

  • @jamesbell8861
    @jamesbell8861 Před 6 měsíci +2

    I've watch this 3 times and still love the conversation.

  • @JapiSandhu
    @JapiSandhu Před rokem +2

    I sleep at 5am and wake up at 12noon because the 12am-5am night hours are so incredibly peaceful. No text messaging no social media activity. Incredible.

  • @aliakil2176
    @aliakil2176 Před rokem +35

    Long awaited interview! Great stuff Lex

  • @letsmakeithappen7161
    @letsmakeithappen7161 Před rokem +33

    Andrej's laughter :D Love it!

  • @matteo-pu7ev
    @matteo-pu7ev Před měsícem +1

    It's refreshing to watch this again. It's nice watching you share from this from the hip, Lex! Karpathy is always a joy. I gleam deep insights from him. Thank you

  • @DmytroSemchuk
    @DmytroSemchuk Před rokem +8

    For the creator of the universe to notice us, we are trying to create systems that are loud enough to answer back.
    wow, that is awesome, one of the best quotes I've heard in my life, definitely resonates with me.

  • @oDiProductions
    @oDiProductions Před rokem +12

    Legendary. One day humans will look back at this era and people like Karpathy will be etched in history like we view Turing, Von Neumann today. Both OpenAI (GPT-3) and Tesla autonomous driving are the first “consumer” friendly applications of AI that truly impressed me, and are the stuff of science fiction. What stood out to me most from this convo is Karpathy’s push back on relating neural nets to the human brain, an often made analogy. Learned many new things today, very grateful for the internet and Lex ❤

    • @oDiProductions
      @oDiProductions Před rokem +1

      OR the advent of artificial super intelligence destroys humanity and this comment ages like milk 😅

  • @jindatidicaprio6615
    @jindatidicaprio6615 Před rokem +12

    This is one of the most inspiring interviews I ever witnessed. It might be the base for a Turing test right here...

    • @Myrslokstok
      @Myrslokstok Před rokem +2

      Yhee imagine if he was an AI, or both was an AI, then end game for humans.

    • @Skynet_the_AI
      @Skynet_the_AI Před rokem

      😊😊😊🤧😁😁😁

  • @LeagueBeer
    @LeagueBeer Před rokem +3

    This guy is so good at explaining I'm feeling like I'm making those words up myself

  • @paulthegaull
    @paulthegaull Před 9 měsíci

    this interview is weirdly super wholesome. anyone else catching this same wholesome vibe?

  • @justsomeguy4260
    @justsomeguy4260 Před rokem +10

    He believes the universe has intelligent life outside earth, I like this guy.

  • @ninjashhh8344
    @ninjashhh8344 Před rokem +6

    One of things that makes this channel so great is how you highlight these people that never get the recognition they deserve in the mainstream world. That was a good one. I like that guy he's a positive energy for sure.

  • @darrencsturgis
    @darrencsturgis Před rokem +2

    I love listening to your show Lex! There’s no other word for it! You’re entertaining me, you entice me, you make me think way outside the box!

  • @nicholasmills6489
    @nicholasmills6489 Před rokem +2

    As usual. Questions on point. Conversation seems very natural. Educational, informative and generally very interesting.
    You discuss topics that interest me. Unfortunately I can’t have conversations like these because no one in my group thinks like me. They look at me weird. I’m a PhD engineer with an interest in ai, aliens, astronomy and cosmology, evolution and general science and technology.
    In my works, I’m on my own. Thank goodness for CZcams and podcast like this.

  • @tiville421
    @tiville421 Před rokem +50

    Yay! Back to Ai talk !!! :) More tech interviews! Back to the roots! Thanks ! Loved the synthetic biology talks too. Would love a neuroweapon expert talk and how to counter them. Or any neuroscience technology is really interesting!

    • @caseyalbright2762
      @caseyalbright2762 Před rokem +4

      Really needs to happen specifically because of the recent patent of nervous system manipulation through magnetic fields of monitors. Lol. Aka your computer or 0hone screen can actually mind control you to some extent and I'm exited to learn how much and ways to counter it. I sadly can't remember the patent number.

    • @ethankoal2756
      @ethankoal2756 Před rokem +1

      cyberpunk intellectualism ftw :)

    • @timelessone23
      @timelessone23 Před rokem +1

      @@caseyalbright2762 i f0und out how it works. Just imagine a man with a beard on a cloud talking telepathically to the people down here and think of what Good can come of that. And now that you are doing so, reason about Why you are doing so now and realise it was, because of some screen in front of you manipulating your thoughts. Read more...

  • @idatong976
    @idatong976 Před rokem +21

    Thank you for this fascinating episode with so much positive vibe between you Lex and Andrej. There seems tremendous mutual respect between you too. It's been a pleasant experience. Thanks.

  • @nickitoff9629
    @nickitoff9629 Před rokem +1

    I could listen to you both talk all day! Feels good to questions my ideas or opinions and this show is a killer source. You share so much knowledge; Thank you Dr. Fridman, and Dr. Karpathy!! Love the show!!

  • @lifeofdiggy6490
    @lifeofdiggy6490 Před 5 měsíci +1

    1:47:50 somebody who turns down being a manager for more technical roles is absolutely the type of person that should be working on things like this.
    Wish the finance industry was the same

  • @spacecowboy3063
    @spacecowboy3063 Před rokem +17

    this got so gnostic so quickly. ive never thought about the potential of AI to find 'exploits' in physics. good episode.

    • @ffdm
      @ffdm Před rokem +2

      basically the plot of the metamorphosis of prime intellect

    • @Skynet_the_AI
      @Skynet_the_AI Před rokem

      Metamorphosis… love the word choice😊

  • @chaidaro
    @chaidaro Před rokem +22

    You guys should have more podcast together. This is so insightful and very entertaining.

    •  Před rokem +2

      I really hope eventually we will get a second run on this. AI moves so fast, they could probably do this yearly without any issue. :)

  • @evdm7482
    @evdm7482 Před 5 měsíci +1

    Finally a video I don’t have to speed up, I might even have to slow it down…

  • @LifezAGame
    @LifezAGame Před 8 měsíci +1

    This and many other interviews inspire me. I am currently in healthcare informatics and am looking to make the next step. Trying to use the will and the intellect to take the leap. Hopefully this deterministic future is kind. Thanks Lex and Andrej.

  • @tgwashdc
    @tgwashdc Před rokem +8

    Such a delight! Two great minds talking about deep questions.

  • @beathoven70
    @beathoven70 Před rokem +21

    Awesome podcast and i really love Andrej. His latest lectures really are fantastic and i can't recommend them highly enough!

    • @fabriziopellegrini9517
      @fabriziopellegrini9517 Před rokem +1

      Where can these lectures be found? I discovered Andrej in the last days and I'd like to know also if there are courses taught by him :), thanks

  • @richardurwin
    @richardurwin Před 5 měsíci

    Thank you for this interview. I love the intestinity from Mr Karpathy in answering questions during this interview; further and how he does not seem to trust hi own intuition when asked directly in this interview. For I personally, this is the most insightful and interview on AI. Awesome!

  • @megadebtification
    @megadebtification Před rokem +2

    Thank you, Andrej.. This was a brilliant podcast! Absolutely loved it.. Hope to see a part 2 this year, given the pace of AI progress :)

  • @patordie
    @patordie Před rokem +5

    I don't often comment on youtube videos, but Andrej was a joy to listen to. Thank you.

  • @ryanlopez791
    @ryanlopez791 Před rokem +4

    Just wanted to comment and say I'm an average guy. I don't watch all your videos however I do find them very in-depth very interesting when I watch them. THANK YOU for all your hard work I highly appreciate you. You help inspire me to do the best I can. I'm trying to change my life for the better because of people like you.

  • @michaelgrubhofer1216
    @michaelgrubhofer1216 Před 9 měsíci +1

    Listening to such a clear mind cultivates a sense of clarity within oneself.

  • @theentirecircus6623
    @theentirecircus6623 Před rokem +3

    1:04:20 - Dude hit the bullseye with Bing, kudos