Darts in Higher Dimensions (with 3blue1brown) - Numberphile

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  • čas přidán 25. 06. 2024
  • Grant Sanderson from 3Blue1Brown joins us to discuss an intriguing puzzle with a shrinking bullseye.
    More links & stuff in full description below ↓↓↓
    3Blue1Brown: / @3blue1brown
    Grant Sanderson on the Numberphile podcast: • The Hope Diamond (with...
    Greg Egan's tweet which started it all: / 1160461092973211648
    Numberphile is supported by the Mathematical Sciences Research Institute (MSRI): bit.ly/MSRINumberphile
    We are also supported by Science Sandbox, a Simons Foundation initiative dedicated to engaging everyone with the process of science. www.simonsfoundation.org/outr...
    And support from Math For America - www.mathforamerica.org/
    NUMBERPHILE
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    Videos by Brady Haran
    Grant did the animations for this one!
    Patreon: / numberphile
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    Brady's videos subreddit: / bradyharan
    Brady's latest videos across all channels: www.bradyharanblog.com/
    Sign up for (occasional) emails: eepurl.com/YdjL9
    Special thanks to our friend Jeff for the accommodation and filming space.
  • Věda a technologie

Komentáře • 2,9K

  • @3blue1brown
    @3blue1brown Před 4 lety +13348

    Thanks for having me on, this was a blast!

    • @Ryan_Thompson
      @Ryan_Thompson Před 4 lety +174

      A 2n-dimensional ball could have exploded right next to me and I wouldn't have noticed, I was so engrossed in the video. :-)

    • @3blue1brown
      @3blue1brown Před 4 lety +523

      Also, let's all acknowledge the real delightful collaboration at play here, which is that between pi and e.

    • @arunasb7048
      @arunasb7048 Před 4 lety +40

      Omg! This is pure logic with pure smartness incorporated in it... This literally blew my mind... My pupils still remain dilated..

    • @JonathanMLM
      @JonathanMLM Před 4 lety +22

      when will you do the essence of probability and statistics?

    • @Lukoro1357
      @Lukoro1357 Před 4 lety +21

      "And these blast points? Only imperial storm troopers are that precise. The probability is zero."

  • @cupass6179
    @cupass6179 Před 4 lety +5966

    my parents:
    "are you ever gonna get a girlfriend?"
    me:
    "it's possible, it's just probability zero."

    • @corngrohlio
      @corngrohlio Před 4 lety +336

      But, as Grant said, "probability is zero, don't worry about it", LOL

    • @Rekko82
      @Rekko82 Před 4 lety +5

      That makes me a loser.

    • @brianevans4
      @brianevans4 Před 4 lety +100

      This is excellent. That could be a meme. It has potential on Reddit

    • @definesigint2823
      @definesigint2823 Před 4 lety +21

      So is that..."zero" potential?

    • @AmberSK15
      @AmberSK15 Před 4 lety +162

      Just say you're already in an unhealthy relationship with the number e.

  • @thekingoffailure9967
    @thekingoffailure9967 Před 4 lety +1641

    Grant : Has unnecessarily expensive and fancy compass
    Also Grant: Uses random piece of cardboard as a "straight" edge

    • @beeble2003
      @beeble2003 Před 3 lety +73

      Well, you do need a pretty decent compass to draw large circles. Though a piece of string would be more in keeping with the "straight" edge.

    • @Alan_Alien
      @Alan_Alien Před 11 měsíci +14

      He used all the money to buy that fancy compass... Duh!

    • @charlesboys9674
      @charlesboys9674 Před 11 měsíci

      XD

    • @Triantalex
      @Triantalex Před 7 měsíci +1

      ??.

  • @DeepFriedOreoOffline
    @DeepFriedOreoOffline Před 4 lety +3040

    "Consistency is only a virtue if you're not a screw up."
    Grant Sanderson - 2019

    • @Czmlol
      @Czmlol Před 4 lety +100

      Surprisingly profound.

    • @bentrash7885
      @bentrash7885 Před 4 lety +12

      What does he mean by that tho

    • @DeepFriedOreoOffline
      @DeepFriedOreoOffline Před 4 lety +149

      @@bentrash7885 In layman's terms: Doing things in a consistent way is only beneficial if you are consistently doing them well.
      There is a saying that goes something like "Consistency is key." I assume it is a play on that.

    • @R.T.and.J
      @R.T.and.J Před 4 lety +49

      screw up here, can confirm

    • @georgesamaras2922
      @georgesamaras2922 Před 3 lety +17

      Consistency is only a virtue if you're not a screw up. Well, it's possible but its probability is zero.

  • @arvasukulkarni3686
    @arvasukulkarni3686 Před 4 lety +2893

    Consistency is only a virtue if you’re not a screw up.
    -Grant Sanderson, 2019

    • @vandebunted
      @vandebunted Před 4 lety +55

      Savage advice. Also true.

    • @arpitdas4263
      @arpitdas4263 Před 4 lety +6

      True

    • @AlisterCountel
      @AlisterCountel Před 4 lety +74

      Arvasu Kulkarni I cant remember when I saw it, but there was a demotivational poster with that as the line, and someone who had split an arrow...at the very edge of the target.

    • @888legends
      @888legends Před 4 lety +5

      @@AlisterCountel yes! that takes me like 15 years back

    • @mohammedal-haddad2652
      @mohammedal-haddad2652 Před 4 lety +10

      Is Grant Sanderson the happiest person on the planet?

  • @gz6616
    @gz6616 Před 4 lety +5585

    One benefit of inviting 3blue1brown is that he does the animations himself.

    • @numberphile
      @numberphile  Před 4 lety +2140

      He’s a very good guest!!!

    • @vikraal6974
      @vikraal6974 Před 4 lety +175

      A guest of rigour

    • @Ensivion
      @Ensivion Před 4 lety +352

      @@numberphile this one felt like a collab more than an interview, I liked the video none the less. I hope this will give 3blue1brown even more exposure and maybe help out a few people who may not have the best of teachers, to learn calculus and linear algebra the right way.

    • @leif1075
      @leif1075 Před 4 lety +8

      @@numberphile Why does he say probability is zero for rational points? That's wrong. Please correct this.

    • @abhijeetkrishnan
      @abhijeetkrishnan Před 4 lety +93

      There are an infinite number of rational points. The probability of choosing any single rational number therefore is 0.

  • @Thomas-vn6cr
    @Thomas-vn6cr Před 4 lety +1498

    Everybody gangster till the animated personified pi shows up.

    • @redpepper74
      @redpepper74 Před 3 lety +15

      Alan Deutsch when you jump from 3D to 4D, it becomes gangster * π^2

  • @roberte.o.speedwagon6043
    @roberte.o.speedwagon6043 Před 4 lety +571

    Lightning never strikes the same place twice
    3B1B: *Nay, but my darts shall!*

    • @Verrisin
      @Verrisin Před 4 lety +35

      it's possible, but the probability is zero.

    • @ViratKohli-jj3wj
      @ViratKohli-jj3wj Před 3 lety +7

      It's possible, but it's probability is Zero

    • @achtsekundenfurz7876
      @achtsekundenfurz7876 Před 3 lety +3

      He's quite the "dartist" at this game

    • @Sohlstyce
      @Sohlstyce Před 2 lety +2

      fun fact: lightning actually strikes multiple strikes during discharge

    • @rishabnavaneet
      @rishabnavaneet Před 2 lety

      I messed up the like count :D

  • @PregmaSogma
    @PregmaSogma Před 4 lety +1567

    I felt so weird watching this video, because 3blue1brown is talking but, with his face

    • @geekjokes8458
      @geekjokes8458 Před 4 lety +70

      that was me in his first Q&A... "did you hire an actor or something"

    • @ENCHANTMEN_
      @ENCHANTMEN_ Před 4 lety +121

      I thought he was a π

    • @GijsvanDam
      @GijsvanDam Před 4 lety +12

      How did you imagine him talking before?

    • @frechjo
      @frechjo Před 4 lety +26

      One could say he switched form talking from a Pi to talking from a piehole..?
      I'll show myself out

    • @Intermernet
      @Intermernet Před 4 lety +12

      To paraphrase Bill Bailey: "Ain't you that guy from CZcams? What are you doing talkin' round like normal?"

  • @parv_verma
    @parv_verma Před 4 lety +6435

    "I'm gonna try to make this a worse shot"
    *hits the middle*
    3Blue1Brown Suffering from Success

  • @michaelheimburger1115
    @michaelheimburger1115 Před 4 lety +166

    This is probably the best demonstration of a useful application of higher dimensional math that I've ever seen. Compressing a series of 2D coordinates into a single nD coordinate to get the probability of the whole set. Awesome!

    • @ninelaivz4334
      @ninelaivz4334 Před rokem +3

      What is its practical use?

    • @SplendidKunoichi
      @SplendidKunoichi Před rokem +2

      "2d coordinates that can be compressed (normed) into a single coordinate" is an all but complete operational definition for the field of complex numbers (the formal name for this would be the "canonical real structure" if im not mistaken). its no exaggeration to say every STEM field finds its own wildly different favorite use of complex numbers.
      but more than that, the entire subject of algebra, as you may or may not know, has a pretty large hole in it that isn't actually possible to close using anything other than these same 2d numbers. so in a way, they really are the very thing ensuring any and all reasoning you do using your school textbook math will be logically rigorous; that it has the consistency to carry useful meaning by default in whatever practical context you can give it.

  • @mrbangkockney
    @mrbangkockney Před 4 lety +348

    I’ve had an unhealthy relationship with e since the late 80s.

  • @francescoghizzo
    @francescoghizzo Před 4 lety +2914

    So, now the most calm and relaxing voice on youtube has also a face

    • @cyansea2370
      @cyansea2370 Před 4 lety +343

      and a handsome one

    • @user-jc2lz6jb2e
      @user-jc2lz6jb2e Před 4 lety +214

      @@cyansea2370 back up. Somebody already put a ring on it

    • @j.albert2311
      @j.albert2311 Před 4 lety +177

      He's actually shown it a lot before this

    • @drag0nblight
      @drag0nblight Před 4 lety +37

      Calming voice used well. Literally made me stay and listen to his lectures than other lecturers do.

    • @XenophonSoulis
      @XenophonSoulis Před 4 lety +31

      There is Bob Ross on CZcams and *he* has the calmest voice.

  • @zachstar
    @zachstar Před 4 lety +2865

    One day I’m gonna prove Grant wrong and find the real number line out in nature.

    • @bestnocture
      @bestnocture Před 4 lety +241

      Said like a true engineer, sir!

    • @tyzonemusic
      @tyzonemusic Před 4 lety +276

      I personally wouldn't expect the real number line to be so natural

    • @stanley2696
      @stanley2696 Před 4 lety +43

      @@tyzonemusic Made my day. Thank you!

    • @L0j1k
      @L0j1k Před 4 lety +5

      Mathbro!!!

    • @ThePotaToh
      @ThePotaToh Před 4 lety +29

      You might only find the natural number line. And certain constants of nature. Sad to say but reality is often disappointing.

  • @killermelga
    @killermelga Před 4 lety +196

    Using a compass on a glass table with no protection below it. That mad lad

    • @nikhilnagaria2672
      @nikhilnagaria2672 Před 2 lety

      :-)

    • @kurumi394
      @kurumi394 Před 2 lety +3

      pretty sure most metals can't scratch glass unless it's something like hardened steel

  • @ObviouslyASMR
    @ObviouslyASMR Před 3 lety +87

    19:53 you mean.. the Grant finale? 😏

  • @rpyrat
    @rpyrat Před 4 lety +1382

    "I'm gonna try to make this a worse shot"
    *proceeds to shoot exactly the same spot Merida style

  • @arthurdequeiroz8393
    @arthurdequeiroz8393 Před 4 lety +2635

    "Infinity War was the biggest crossover in history"
    Brady Haran: Hold my Brown paper

    • @threepointonefour607
      @threepointonefour607 Před 4 lety +127

      3 blue 1 brown paper

    • @gabrielkellar1935
      @gabrielkellar1935 Před 4 lety +17

      And im over here thinking that its possible, but probability 0

    • @karolakkolo123
      @karolakkolo123 Před 4 lety +8

      No that would be the mathvengers: eulergame on papa flammy's channel

    • @jackli5609
      @jackli5609 Před 4 lety +1

      Gabriel Kellar i

    • @FlyingSavannahs
      @FlyingSavannahs Před 3 lety +2

      It's possible for me to know something about Infinity War, but because I don't the probability is 0.

  • @DarkWolfseternalfire
    @DarkWolfseternalfire Před 4 lety +36

    I am not a mathematician, most of the stuff on numberphile goes over my head but it is just SO satisfying to watch.
    For example, I have no idea what e is, I didn't understand anything past explaining what the game is, but it is so damn satisfying to watch, it's like wizardry

  • @utopes
    @utopes Před 3 lety +60

    I wasn’t sure whether I should make a pun about the vertical position of the very first dart thrown. Heck it, y-naught

    • @LunizIsGlacey
      @LunizIsGlacey Před 2 lety +1

      Hahaha!
      While some viewers may read the title and ask “Why?”
      Numberphile says “y naught!”

  • @joshbone9600
    @joshbone9600 Před 4 lety +887

    I feel like we enter Grant's brain every time his animation appears

  • @Fogmeister
    @Fogmeister Před 4 lety +878

    “That’s not why mathematicians necessarily care about higher dimensions”
    That statement and concept just blew my mind slightly.

    • @romanski5811
      @romanski5811 Před 4 lety +3

      Which minute mark does he say it?

    • @Fogmeister
      @Fogmeister Před 4 lety +8

      Romanski right at the end. I’ll find it...

    • @Fogmeister
      @Fogmeister Před 4 lety +26

      Romanski start from 26:20

    • @romanski5811
      @romanski5811 Před 4 lety +4

      @@Fogmeister Thank you!!

    • @almightysapling
      @almightysapling Před 4 lety +25

      There are as many reasons to study math as there are mathematicians.

  • @VerSalieri
    @VerSalieri Před 2 lety +42

    The level of passion for mathematics Grant has is overwhelming. He inspires to quit everything, not just my job.. and just bury myself in my books.

  • @vijaysubramanian2037
    @vijaysubramanian2037 Před 4 lety +32

    Grant:It's possible to hit an exact bullseye, it is just probability zero.
    *cue Mark Rober's auto-bullseye dart!*

  • @medicalbar
    @medicalbar Před 4 lety +287

    I have a suspicion Grant chose this specific puzzle to flex his exceptional dart-throwing skills

  • @darkridge
    @darkridge Před 4 lety +4374

    Most people would see the subject of this video and say "why?"
    Numberphile and 3Blue1Brown see it and say "yₒ".

    • @kirglow4639
      @kirglow4639 Před 4 lety +132

      That's beautiful

    • @badhbhchadh
      @badhbhchadh Před 4 lety +33

      Exactly my thought when they said that

    • @L0j1k
      @L0j1k Před 4 lety +17

      Damn breh you fuccen killin it out here!

    • @johnchessant3012
      @johnchessant3012 Před 4 lety +8

      I loved that quote when Ted Kennedy said it, and I love it even more here. :D

    • @jovi_al
      @jovi_al Před 4 lety +6

      This took me over 5 minutes to get and I'm glad I did

  • @sakuji2652
    @sakuji2652 Před 3 lety +19

    This kind of content really does make me realize my enjoyment for mathematics. When I’m able to break the form of rigid, applied math and enjoy some almost philosophical branches of mathematics, it makes me want to pursue the subject despite my previously held distaste for the topic.

  • @Xomage999
    @Xomage999 Před 4 lety +20

    I've read a number of Egan's books, and considering some of the bizarre things that goes on in them, I can totally believe he'd cook something like this up in his spare time. Furthermore, I'd just like to say that 3Blue1Brown continues to have the most pleasing math sounds around.

  • @avikdas4055
    @avikdas4055 Před 4 lety +485

    When to try to hit the dart so badly that it's actually a bullseye. What an amazing Parker Shot that was...

  • @wolfelkan8183
    @wolfelkan8183 Před 4 lety +964

    Two videos we now need:
    1. A Healthy Relationship with E: What the factorial sum really means
    2. Calculating the volume of spheres in higher dimensions

    • @poutineausyropderable7108
      @poutineausyropderable7108 Před 4 lety +36

      Essence of tailor series.

    • @AlexiLaiho227
      @AlexiLaiho227 Před 4 lety +31

      check out grant's essence of taylor series video, and his e^πi video! they'll give you an intuitive understanding of e like none other

    • @trickytreyperfected1482
      @trickytreyperfected1482 Před 4 lety +2

      Calculating the volume of spheres in higher dimensions shouldn't be too hard, right?

    • @pleaseenteraname4824
      @pleaseenteraname4824 Před 4 lety +1

      Wolf Elkan For number 2, dr Peyam did a video on that

    • @pianoclassico718
      @pianoclassico718 Před 4 lety +1

      @@trickytreyperfected1482 it's kinda the same idea as with triple integrals, except it gets higher, you're still integrating independent variables nonetheless the bounds do depend on those variables, unless you go to higher dimensional spherical coordinates system, which is much easier integration is but might be harder to derive and understand intuitively

  • @Yoctopory
    @Yoctopory Před 4 lety +18

    „Consistency is only a virtue when you‘re not a screw up“ 😂

  • @FreshBeatles
    @FreshBeatles Před 2 lety +6

    "im not that bad" *casually throws a near bullseye barely looking*

  • @ShinySwalot
    @ShinySwalot Před 4 lety +534

    I used to think that this crossover ever happening was impossible
    But now I've realised it's just probability zero

    • @Why_It
      @Why_It Před 4 lety +8

      But now that it's already happened, what's the probability of it happening again?

    • @Soken50
      @Soken50 Před 4 lety +25

      @@Why_It At least as much as grant hitting the same spot twice on a dartboard trying to do worse, that is to say 0, or in other words, definitely !

    • @2inthemorning
      @2inthemorning Před 4 lety +7

      @@Why_It exactly as it was before

    • @AlabasterJazz
      @AlabasterJazz Před 4 lety

      @@Soken50 Definitely! aka Definitely factorial. So it approaches 1

    • @Soken50
      @Soken50 Před 4 lety

      @@AlabasterJazz But I put a space to avoid confusion.

  • @thetophatgentleman4634
    @thetophatgentleman4634 Před 4 lety +526

    When you spend too much on the editing software, so you get a cardboard ruler.

    • @felixmerz6229
      @felixmerz6229 Před 4 lety +37

      I realize this was a joke, but I can't not state that 3b1b wrote it himself (python) and even published it.

    • @thetophatgentleman4634
      @thetophatgentleman4634 Před 4 lety +1

      Can’t not
      Double negative eh...

    • @felixmerz6229
      @felixmerz6229 Před 4 lety +22

      @@thetophatgentleman4634 Well, yes. Deliberately, I wouldn't think anything else would have made a lot of sense.

    • @RobertSzasz
      @RobertSzasz Před 4 lety

      Straight edge 😋

    • @dlevi67
      @dlevi67 Před 4 lety +2

      @@felixmerz6229 Surely you mean that nothing else would not have made a lot of sense?

  • @ireallyhatemakingupnamesfo1758

    Why is Grant's smile the only thing that keeps me going?

  • @brendanharan4501
    @brendanharan4501 Před 3 lety +15

    Love this guy and love this channel. A few years ago, when I needed something a bit more mathy than Vsause, but my teenage brain couldn’t quite make it through a Numberfile video, here came Grant, explaining the beauty of math like no teacher or textbook I had had up to that point ever could. And probably ever since as well.

  • @eliorahg
    @eliorahg Před 4 lety +152

    Someone: You can't just "probability zero" your way out of every problem
    3blue1brown: Observe, physicist.

  • @Wright_Thoughts
    @Wright_Thoughts Před 4 lety +965

    I can't believe Grant has been handsome this whole time.

  • @CheeseAlarm
    @CheeseAlarm Před 4 lety +1

    Many years ago I was working in the supermarket industry. We characterised shoppers by their propensity to shop in different areas: meat, dairy, fresh veg, canned goods etc, giving us a set of n scores. We used these as coords in n dimensional grocery space. This "space" was really easy to conceive and navigate. That was the only time I've ever felt comfortable with n>3 dimensions. Until I watched this video, that is. Thanks.

  • @mjacton
    @mjacton Před rokem +5

    Honestly, this guy is probably a genius. He spouts and remembers all this complex math but almost makes me understand it...almost.

  • @gentlemandude1
    @gentlemandude1 Před 4 lety +824

    "A healthy relationship with e?" Clearly, Grant has never been to a rave.

  • @DracoMhuuh
    @DracoMhuuh Před 4 lety +131

    The way I rationalized the ratio of the volumes of a hypercube and n-ball is with the corners. You keep adding more and more corners that the ball can't reach.

    • @estranhokonsta
      @estranhokonsta Před 4 lety +28

      And the corners have more and more volume as the dimensions got higher. Just compare the corners in the Square/Circle to the ones int Cube/Sphere.

    • @XenophonSoulis
      @XenophonSoulis Před 4 lety +6

      In 4D already you can put a whole hypersphere of half the radius on each of the corners.

    • @corngrohlio
      @corngrohlio Před 4 lety

      nD-Hyper-Parker-Cube s much closer to nD-Sphere

    • @michalbreznicky7460
      @michalbreznicky7460 Před 4 lety

      Also the corners get farther apart. A corner of an 100-D cube is sqrt(100)=10 units distant from the centre (assuming that all sides are 2 units long).
      One visualisation of this I like uses a projection into 2 dimensions.
      One can cut a 3D cube with an xy plane rotated 45 degrees around the x axis. This cut gets you a rectangle of dimensions 2 * 2.82. This plane also cuts out a circle of radius 1 from a sphere or radius 1. If you draw it, you'd notice unused space -- there's a margin of 0.41 units on each side, and an even bigger margin in the corners.
      A similar plane cut can be performed in 100 dimensions. A cut along orthogonal vectors a=(1,0,0,0 ...) and b=(0,1,1,1 ...) will result in a rectangle of size of 2 * 19.9 units -- lots of unused space there.
      We get even more slack if we cut along (1,1,1,1 ...) and (1,-1,1,-1 ...) -- we get a square of size 14.1 * 14.1 units.

  • @ericar1996
    @ericar1996 Před 4 lety +4

    This is the best collaboration among the best 2 math channels. Looking forward for more of these!

  • @adamkozakiewicz6766
    @adamkozakiewicz6766 Před 2 lety +1

    "Because why not" is the definition of why math is so fun. The rules are clear, the reasoning rock solid, but the freedom to play with the assumptions is unmatched. No physics to restrain you. No "right" way to approach a problem.
    Another fun one is "without loss of generality". I can't count how many times these words stopped me for quite a few minutes while I tried to understand why and make sure it really is... The revelation was usually fun. Not for obvious cases of course, but some authors can make the word "clearly" work VERY hard.

  • @DiegoRamirez-lp9pe
    @DiegoRamirez-lp9pe Před 4 lety +251

    The man has a compass ready for the video but no rulers in sight lol

    • @Krekkertje
      @Krekkertje Před 4 lety +13

      Rulers are easily improvised. Compasses are harder

    • @Cuuniyevo
      @Cuuniyevo Před 4 lety +4

      @@Krekkertje If you don't need great precision, a compass is easily improvised as well. All you need is a pin to center the arm, which could even be made of the same cardboard as his straightedge. Poke a hole through the arm at the distance you are scribing, and place your pen/pencil/marker tip through it.
      A string to tie from pin to writing implement is more accurate than the cardboard, but not quite as common in most offices. The string is particularly useful in geometry though, as it can also be used to measure pi. =]

    • @kevinm1317
      @kevinm1317 Před 4 lety +1

      @@Cuuniyevo You need a pin, and to poke a hole big enough for a pencil to fit through. Far easier to just take nearly any object and use it as a straightedge.

    • @Jelly-ij2pw
      @Jelly-ij2pw Před 4 lety

      @kevin M i always wear a bracelet and if you have two pencils its just as easy

    • @GrapefruitGecko
      @GrapefruitGecko Před 4 lety +1

      As a mathematician, it's very important to always carry an emergency compass

  • @icouldnotplanthis2152
    @icouldnotplanthis2152 Před 4 lety +222

    "so you are not quite twice as good as someone who has no skill whatsoever"
    the burn :D

  • @mariosonicfan2010
    @mariosonicfan2010 Před 4 lety +33

    Pi Megami Tensei Nocturne: Featuring e from the Constant May Cry series.

  • @DrakePitts
    @DrakePitts Před 4 lety +9

    19:52 "Alright are you ready for the Grant finale?"

  • @hussammustafa5267
    @hussammustafa5267 Před 4 lety +147

    The ending was so fascinating. Talking about higher dimensions without even being in higher dimensions

    • @pietervannes4476
      @pietervannes4476 Před 4 lety +7

      Its easy to talk about 2 dimensions, while our world is 3D, so why not 4D? or 6D? or 100D?

    • @IceMetalPunk
      @IceMetalPunk Před 4 lety +2

      @@pietervannes4476 Graham's number D! 😁

    • @ozapenguin
      @ozapenguin Před 4 lety +3

      @@IceMetalPunk tree(Graham's number)D

    • @SecularMentat
      @SecularMentat Před 4 lety

      Grant is great at talking about these things in a mind bendy way that I don't even think about before. I think that's why I really enjoy his stuff.

  • @N.I.R.A.T.I.A.S.
    @N.I.R.A.T.I.A.S. Před 4 lety +219

    2:04 "I'm going to try to make this a worse shot..."
    Finding failure in victory more quickly than Myles Garrett.

  • @DickyBalboa
    @DickyBalboa Před 2 lety +7

    As a statistics student in university, this video blew my mind. That's because there is a relationship between probability of something happening and all that higher dimension spheres, e, pi... just amazing. Thank you so much for the great content.

  • @billpilaud8647
    @billpilaud8647 Před 2 lety +2

    This was one of the most informative videos on multidimensional geometry, quantum physics and probability. This puzzle answers the question for me that the universe when described in probabilities does not imply a multidimensional space. Thanks for the understanding… very powerful!

  • @IzzyIkigai
    @IzzyIkigai Před 4 lety +260

    "This is the healthy way to think of e to the x" we need more math teachers like him ;;

  • @sakshamsingh4378
    @sakshamsingh4378 Před 4 lety +202

    I get goosebumps when I see notification of videos like this

    • @numberphile
      @numberphile  Před 4 lety +42

      Bless you for having notifications on. 🔔

    • @CK-ov6bj
      @CK-ov6bj Před 4 lety +2

      @@numberphile bless me too😉

    • @devlinmcguire7543
      @devlinmcguire7543 Před 4 lety +6

      @@numberphile I'm just happy to see Numberfile cares enough about it's subs to read the comments.

    • @leif1075
      @leif1075 Před 4 lety

      @@numberphile I hope you cab clarify why the probability of hitting the center is zero, because I don't think that's right.

    • @xybersurfer
      @xybersurfer Před 4 lety

      @@leif1075 there are infinitely many points that can be hit, and the center is just one of them. it would be more accurate to say that the probability approaches zero

  • @LegendaryFartMaster
    @LegendaryFartMaster Před 3 lety +1

    This is insanely beautiful!
    Thanks Numberphile and 3b1b! You've made my day!

  • @troywill3081
    @troywill3081 Před 4 lety +1

    Great job guys. Fantastic puzzle, happy to see you two working together.

  • @tzombikos9718
    @tzombikos9718 Před 4 lety +336

    "What if the dart is landing exactly on the line"
    "The probability is zero, dont worry about it"

    • @TheLuuuuuc
      @TheLuuuuuc Před 4 lety +17

      My absolutely favorite moment

    • @dlevi67
      @dlevi67 Před 4 lety +39

      The really nice bit is that the dart landed exactly on the same point... again. The probability is zero squared.

    • @anatheistsopinion9974
      @anatheistsopinion9974 Před 4 lety

      A real gem 😂

    • @Redskies453
      @Redskies453 Před 4 lety +23

      Whereas the probability of hitting the very centre of the bull while trying to miss by as much as possible is apparently 1.

    • @TheLuuuuuc
      @TheLuuuuuc Před 4 lety +2

      @@dlevi67 I know this is probably a joke but I don't like reading it anyway

  • @XanderKyle
    @XanderKyle Před 4 lety +145

    26:07
    Brady: "you're not quite twice as good as someone who has absolutely no skill whatsoever"
    me af

    • @alveolate
      @alveolate Před 4 lety +3

      2 x 0 = 0
      cries in multiples of zero

  • @Owen_loves_Butters
    @Owen_loves_Butters Před 3 lety +1

    It’s always fun when e and pi synergize so beautifully, being the 2 most important transcendental constants.

  • @Kolinnor
    @Kolinnor Před 4 lety +26

    Boy, I love Grant. He's the kind of guy with whom you'd like to have long discussions about life.

  • @bunderbah
    @bunderbah Před 4 lety +129

    Woah! I watched the whole video and it felt like 10 minutes but it is 32 minutes

    • @-ion
      @-ion Před 4 lety +9

      Huh, you're right. I had to scroll up to check.

    • @washizukanorico
      @washizukanorico Před 4 lety +1

      Long video with actual equations...got to love it!

    • @p.as.in.pterodactyl1024
      @p.as.in.pterodactyl1024 Před 4 lety +5

      Wow, I didn't even realize that's how long it was until reading your comment and checking - time flies when you're engaged!

    • @alenunya
      @alenunya Před 4 lety +1

      sooo umm it was definitely a long video for me, guess it's just not my type of a content (= I'm not very smart). I felt like a two year old watching some very skilled magician doing tricks and trying to understand what's even going on. Saw everything, can explain almost nothing :(
      The saddest part here is that I have a bachelor degree in chemistry

    • @lyrimetacurl0
      @lyrimetacurl0 Před 4 lety

      I watched on 2x and it felt like 2 hours, also 1 hour 56 minutes passed.

  • @deusexbee1921
    @deusexbee1921 Před 4 lety +36

    Grant, you have an amazing talent for teaching mathematics. I've watched many of your videos and have learned a ton. Brady, I've learned a ton from all of your numberphile videos you've produced over the years too. I have nothing but deep respect and admiration for you both. Thank you both for all you do for mathematics education for us common folks!

  • @cosmicvoidtree
    @cosmicvoidtree Před 2 lety +3

    I’m glad you chose zeta as the outro theme. Vincent rubinetti really did a great job composing the music of 3blue1brown. And Zeta represents that amazingly. I could go off on a long tangent on how much of the music is centered around curiosity and wonder but you just have to listen to it.

  • @berryesseen
    @berryesseen Před 3 lety +1

    Because of my research in information theory, I already knew the formula for the high-dimensional volume, and sensed what is coming up before Grant showed us. It was still an amazing experience. Very cool puzzle with a very cool solution.

  • @fatsteve3120
    @fatsteve3120 Před 4 lety +180

    "I'm gonna try to make this a worse shot."
    Grant Sanderson fails the way Matt Parker succeeds.
    Of course I kid. Both of those kids put out amazing content. I always look forward to a new standupmaths or 3B1B video.

    • @LeoStaley
      @LeoStaley Před 4 lety +8

      I'd love to see a collab with them. I'd be happy to have Matt Parker a just an audience member present in the room.

    • @fatsteve3120
      @fatsteve3120 Před 4 lety +5

      @@LeoStaley Oh, I bet a collab would be amazing. Matt's dry humor and wit with Grant's mellow genius... I'd watch that.

    • @GrapefruitGecko
      @GrapefruitGecko Před 4 lety +1

      Lol Grant is the opposite of Matt

  • @DasGuntLord01
    @DasGuntLord01 Před 4 lety +130

    Always remember to hydrate when doing high-impact mathematics.

  • @skilz8098
    @skilz8098 Před 4 lety +1

    After all of these years of watching and following 3Blue1Brown it was Numberphile that finally integrated a face to his voice!

  • @DeclanMBrennan
    @DeclanMBrennan Před 4 lety +4

    39:33 "Which I think is beautiful and clever" and so is Greg Egan's science fiction. Go on give yourself a treat.

  • @joebykaeby
    @joebykaeby Před 4 lety +114

    Grant: "I'll call this x-naught"
    Me: Why not

  • @DuckAutomata
    @DuckAutomata Před 4 lety +94

    31:28 "What is the probability that the sum of all those squares is less than 1"
    That is the most helpful analogy for understanding higher-dimensional spheres.

  • @jamesgardiner6133
    @jamesgardiner6133 Před 4 lety +31

    The perfect crossover doesn’t exi...

  • @darthstarch
    @darthstarch Před 3 lety

    That was one of the better math videos I've seen in a while. Loved it.

  • @VectorNodes
    @VectorNodes Před 4 lety +418

    I've never seen Grant's face before. He's cute af

  • @Jupiterninja95
    @Jupiterninja95 Před 4 lety +22

    Seeing his face feels like forbidden knowledge

  • @ericbandera9480
    @ericbandera9480 Před 4 lety +8

    Super awesome video. Thought that without the animations, it would take me out of my zone (in my mind). But this puzzle had so many pieces, and I followed fully. I only regret that I would not be able to connect all those dots on my own, if I were presented the same question. But I'm practicing thanks to your help!

  • @99Megaluca99
    @99Megaluca99 Před 3 lety +70

    The small volume of hyperspheres can also be understood in a Geometric way with sections:
    think of the 2d and 3d case:
    If you slice the 3d box in half and look at the section you will see exactly the 2d case, with the same proportion of ball and empty space.
    But every other parallel slice will have less ball and way more empty space! So it's kinda obvious that the volume of the 3d ball is less, it would have to be a cylinder to be equal!
    This extends to higher dimension by taking higher-1 dimensional slices.
    Of course the algebraic phrasing is more precise.
    Also some may think that this slice thing is cheating since you can't visualize that either: well, topologists and geometers are not superhumans and have developed lots of tools such as this to think about higher dimensions, and I think that all those tools deserve to be regarded as Geometrical thinking.

    • @khandanish2004
      @khandanish2004 Před 3 lety

      Hey! I know this is really late, but I tried the simpler version of the puzzle (x1 + x2 + x3 + ... < 1) and I got sqrt(e) as the answer. Is that correct?

    • @99Megaluca99
      @99Megaluca99 Před 3 lety +2

      @@khandanish2004 Hi! I think you made a mistake, it looks to me like you've considered the volume of the cross polytope in 2n-dimension to be 2^n/n!, while it is 2^2n / (2n)!.
      Remember, in the original puzzle we only end up working in even dimension.
      (A cross polytope is the n-dimension version of the unit ocrahedron, it's the counterpart to the hyperspheres when computing the probability |x1|+|x2|+...

    • @abelnemeth4346
      @abelnemeth4346 Před 2 lety +2

      @@99Megaluca99 My intuition was even simpler: Look at the relation between a square and a circle thus: You get the circle by smoothing out the corners of the square. If you approach higher dimensions you get 2 to the power of dimension verteces (=corners), therefore we should have exponentially more corners to cut as wonder into higher dimensions.

    • @abelnemeth4346
      @abelnemeth4346 Před 2 lety +3

      Okay, maybe not simpler, but an intuition nontheless. This ultimately shows as well, when you think about how you produce one higher-dimension ball: You spin it around an axle that is perpendicular to the dimensional set that contains our ball.

    • @rayscotchcoulton
      @rayscotchcoulton Před 2 lety

      ⁰Q'-x

  • @xaostek
    @xaostek Před 4 lety +26

    You managed to make Grant trade in his CG animations for a dartboard, brown paper and markers. Brady you are too powerful.

  • @cryingwater
    @cryingwater Před 4 lety +699

    This guy should start a channel of his own. He could be famous

    • @TheEgglet
      @TheEgglet Před 4 lety +34

      he does, it's called 3blue1brown

    • @stanley2696
      @stanley2696 Před 4 lety +147

      Yea, he could teach some amazing lessons and help a lot of people with mathematic

    • @Jehannum2000
      @Jehannum2000 Před 4 lety +148

      @@stanley2696 Yes, he could use those impressive animation skills to aid visualisation of complicated topics.

    • @stanley2696
      @stanley2696 Před 4 lety +132

      @@Jehannum2000 I would love to see some introduction to Calculus by him. I have a feeling that he could do amazing geometric explanations

    • @Jehannum2000
      @Jehannum2000 Před 4 lety +80

      @@stanley2696 Linear algebra too.

  • @peter4928
    @peter4928 Před 4 lety

    after rewatching this for the 4th time now... definitely one of the best NP videos ever

  • @jacobcowan3599
    @jacobcowan3599 Před 3 lety +2

    I hadn't read the title all the way through, so I made it about 4 minutes in before I stopped and went, "wait, that voice is familiar! That's 3blue1brown!"
    Something about the "you'll see at the end why we formatted it this way" sentiment is almost like a signature

  • @jeremywlett
    @jeremywlett Před 4 lety +351

    So, obvi I knew Grant was smarter than me because I watch his math videos to be smarter, but I never imagined that he was also more attractive than me and this is really shaking my world view rn

    • @constracted7331
      @constracted7331 Před 4 lety +14

      Who says he is smarter than you? The mind isn't a fixed muscle. It can always develop and grow to be smarter.

    • @bingbong2179
      @bingbong2179 Před 4 lety +54

      @@constracted7331 It's one thing to believe you can get better which is entirely true, but it's another thing to think that with hard-work, and being bounded by the constraints of reality and time, you can become as talented as anyone, this is simply not the case as depressing as it may seem.

    • @jeremywlett
      @jeremywlett Před 4 lety +8

      @@TheBatch62 Obvi u new wat ay mint sew y b pehdaentik?

    • @z.e....3175
      @z.e....3175 Před 3 lety +5

      @@constracted7331 not sure but pretty sure he's somewhere 23-29 years old yet he's a fking mathematician from those very clever solutions to hard math problems. And what I know that I think during that age is still a time on achieving PhD on mathematics yet this guy has seemed to become a maths professor.

    • @constracted7331
      @constracted7331 Před 3 lety

      Edin Zenon How old are you?

  • @KennethSorling
    @KennethSorling Před 4 lety +79

    The animated Pi has a good-looking live-action avatar.

  • @Kumurajiva
    @Kumurajiva Před 4 lety

    Fascinating lesson, Grant, thank you for the enjoyable hour!

  • @IamBATMAN13
    @IamBATMAN13 Před 4 lety

    My two favourite YT channels doing a video together is the best experience I've ever had on the internet ♥

  • @mebamme
    @mebamme Před 4 lety +31

    As a 3blue1brown patron I've been waiting for this video. :)
    I've tried to solve the problem on my own for weeks and failed, so I couldn't be more excited right now!

  • @arameskchannel
    @arameskchannel Před 4 lety +234

    "Infinity War is the most ambitious crossover in history"
    Mathematicians:"Hold my higher dimensional dart"

  • @dcterr1
    @dcterr1 Před 4 lety

    Wow, great video! Fascinating how higher dimensional spaces and the Taylor series of e^x pop out of this puzzle!

  • @ZaItan1
    @ZaItan1 Před rokem +1

    Really appreciate the call out that while geometric interpretations are useful, they're best not taken as only relevant for people living in a strange world experiencing that many spatial dimensions. Any collection of related measurements can and are reasonably considered "dimensions." Just a table with a few extra columns. Very practical. Nothing timey-wimey.

  • @Danilego
    @Danilego Před 4 lety +154

    I'm just mindblown by the fact that the volume of spheres "picks up" some extra pies as they increase dimensions. It's so weird! Maybe there's an interesting reason for it that you could explain in a video!

    • @loganstrong5426
      @loganstrong5426 Před 4 lety +28

      While I definitely don't have an answer, I'd check out 3Blue1Brown's "Why is pi here? And why is it squared?" It has a really nice explanation why a pi squared can show up. Maybe that same chain of logic can start to be applied here.

    • @XenophonSoulis
      @XenophonSoulis Před 4 lety +33

      It passes through bakeries and it gives its high numerators and denominators for pies.

    • @okuno54
      @okuno54 Před 4 lety +13

      I'm not sure if this is the right explanation, but IIRC, there are two independent axes of rotation in 4D space. Assuming n-space has floor(n/2) independent axes of rotation, then I think every other integral would be bounded by [0, 2π]...? It's been a long time since I did any calculus

    • @XenophonSoulis
      @XenophonSoulis Před 4 lety +10

      @@okuno54 The correct explanation is the bakery I mentioned in my comment.

    • @vrj97
      @vrj97 Před 4 lety +13

      If you look up the formula for the volume of a torus (donut) in 3D space, it also has a pi^2. Because you can kind of think of there being two circles going on in a torus, the radial one and the cross sectional one. And then its volume is the area of the middle circle swept around in another circle. And then yes, as Okuno above me said, in 4-d space you can also have these two independent circles (say two coming from the first two coordinates and two coming from the second two) and so in some sense it makes sense that when integrating and multiplying stacks of circles to get volumes you get two factors of pi.

  • @nightish_one6007
    @nightish_one6007 Před 4 lety +35

    30:22 reminds me of something I once read in a maths book: Spheres are pointy, and the higher you go in dimensions, the pointy-er they become.

  • @j_de_ese
    @j_de_ese Před 2 lety +1

    This explanation was truly amazing. Thanks for the video. I really loved it!

  • @judo-rob5197
    @judo-rob5197 Před 4 lety

    Great having the two of you collaborate together.

  • @galenguo7570
    @galenguo7570 Před 4 lety +21

    "Consistency is only a virtue if you're not a screwup."
    insult 100

  • @jesusthroughmary
    @jesusthroughmary Před 4 lety +227

    Disney: "Infinity War is the most ambitious crossover event in history."
    Me:

  • @astrastanza
    @astrastanza Před 11 dny

    Thanks for the video! I thoroughly enjoyed it, and thought about the puzzle for a bit, and I thought of an interesting way to attack the original puzzle.
    First, replace the original square with a circle with the same area, and the problem remains unchanged. Also, scale down the diagram so that the possible range of dart throws is the unit circle, and the initial bullseye is a circle of radius sqrt(pi/4).
    Now consider a point P chosen randomly from the unit circle, and let R be its distance from the origin. We claim that R^2 is uniformly distributed in the range [0,1]. This is because for some k

  • @peteyoung3124
    @peteyoung3124 Před 4 lety +2

    I'm a second year grad student with a BSc in Physics and Applied Mathematics, and the math that appears in stuff like this still blows my mind. Math really is magical. (Also, studying physics, I'm glad to see a Taylor series not chuncated at the second order.)

  • @tharindumahendra3847
    @tharindumahendra3847 Před 4 lety +32

    My man Grant here trying to teach us higher dimensional geometry with a cardboard ruler.

    • @chinkeehaw9527
      @chinkeehaw9527 Před 4 lety +2

      Tharindu Mahendra
      That's not a ruler, that's a finitely long straightedge

  • @mycoffee2654
    @mycoffee2654 Před 4 lety +20

    This man is the best teacher i've found on youtube. He is an inspiration. He makes me excited to watch a conceptual math video. Much like numberphile does

  • @lehpares
    @lehpares Před rokem +1

    Oh, there’ll be a part 2! Grant, you’re the only creator allowed to have your audience waiting for a part 2

  • @zuqini
    @zuqini Před 4 lety

    This explanation really helped me visualize the concept of e and applications of higher dimensional math better than university ever had. Thanks so much for opening my mind 🤯