AI Learns Table Tennis

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  • Опубликовано: 11 сен 2024
  • ragdoll overcomes it's spherical disabilities by violently shaking it's pelvis
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Комментарии • 993

  • @synt_axe
    @synt_axe Год назад +3031

    AI: So what am I learning today?
    b2: Ping pong
    AI: Cool!
    b2: *pulls out taser and a bag of Doritos*
    AI: ...

    • @gamering149
      @gamering149 Год назад +224

      and a unholy amount of jelly beans constantly being launched out of a tube

    • @ehmaree
      @ehmaree Год назад +137

      @@gamering149 And each jellybean is $33

    • @AndroCubed
      @AndroCubed Год назад +135

      @@ehmaree it costs 400,000$ to feed this ai, for TWELVE seconds.

    • @orangeduckduck2996
      @orangeduckduck2996 Год назад +18

      He eats jelly beans like heavy shoots bullets.

    • @luscious_hair_dude
      @luscious_hair_dude Год назад +9

      You forgot about the truck of gummy bears.

  • @Sirpwnsalot
    @Sirpwnsalot Год назад +3669

    ready to watch an intense table tennis match with someone spasming on the floor for the first 12 hours

    • @jonasheikkila8204
      @jonasheikkila8204 Год назад +35

      yeahs

    • @T4RVITAN
      @T4RVITAN Год назад +18

      Fr

    • @toblobs
      @toblobs Год назад +95

      Not much different from regular table tennis

    • @xadmx246
      @xadmx246 Год назад +16

      HOW IS THIS 8 HOURS AGO WHILE THE VID IS 1 HOUR ago

    • @Astropine
      @Astropine Год назад +25

      @@xadmx246 it was a premiere, you can comment before you watch it

  • @toblobs
    @toblobs Год назад +1618

    I seriously can't wait for an entire series of PPO based AI to win at the Olympics in 2078.

    • @richmail
      @richmail Год назад +29

      That would actually be sick. Researchers VS researchers. Who can make the best table tennis AI?

    • @SSukram_
      @SSukram_ Год назад +13

      ​@@richmailthere is a competition where researchers try to make an ai that mines diamonds in Minecraft, the fastest ai wins

    • @richmail
      @richmail Год назад +4

      @@SSukram_ Whats the competetion called?

    • @SSukram_
      @SSukram_ Год назад +3

      @@richmail I don't remember rn, I'm not even sure if they do it anymore

    • @Elemental...
      @Elemental... Год назад +10

      @@richmailthey have a competition like that in the game “Rocket League” where coders code bots and then make them face off.

  • @necrolycoris
    @necrolycoris Год назад +650

    i love the choice of NOT giving the AI flat feet, opting for spheres JUST to make it fun.
    Worth the 3 months wait 👍

    • @bugzilla318
      @bugzilla318 Год назад +89

      The sphere feet are somehow easier to balance on, as explained in a previous video. I do not understand why or how this works, but it does make it look like they’re skating which is funny.

    • @NopeNaw
      @NopeNaw Год назад +89

      ​@@bugzilla318Without knowing the exact intricate math, I would guess that the reason is that the feet would effectively require two additional joints and the AI would need to be trained to use like actual feet (otherwise it would just be tippy toeing around and be pretty much the same as the ball feet AIs). The ball feet are likely a case of "good enough" approximation of what humanoid locomotion would be, without needing to spend an inordinate amount of time replicating the functions of ligaments and tendons that allow us to use our feet the way we do.

    • @puppergump4117
      @puppergump4117 Год назад +37

      @@NopeNaw Also, reducing the number of inputs and outputs speeds up the learning and thinking process by an order of magnitude, especially on non-specialized graphics cards or cpus.

    • @no_dogs
      @no_dogs 6 месяцев назад +1

      but most importantly, they kept fazing through the floor

  • @dylandgs
    @dylandgs Год назад +3896

    As an american I really appreciate you converting kilos to something I can understand

    • @Anothergingerman
      @Anothergingerman Год назад +343

      🇺🇲🦅WHAT THE FUCK IS A KILOMETRE🦅🇺🇲

    • @redstonemaster10
      @redstonemaster10 Год назад +146

      @@Anothergingerman Obviously a kilometre is a milli-megametre, that is, a thousandth of a megameter.

    • @nathantan4603
      @nathantan4603 Год назад +62

      @@Anothergingerman you mean kiloMETER

    • @MachoDavid
      @MachoDavid Год назад +45

      Hamburgur

    • @tomohawk2177
      @tomohawk2177 Год назад +13

      It’s normally the opposite way around in my experience

  • @thewiseoldfox
    @thewiseoldfox Год назад +370

    If I had tennis balls instead of feet, I'd have a similar walking method

  • @redacted0_5
    @redacted0_5 Год назад +318

    Don’t know if you’ll read this, but the humour here lands a lot better than the previous video, so good job :)

  • @kittleo3614
    @kittleo3614 Год назад +264

    "You can think of me as an AI, trying endless amounts of random shit and occasionally learning something new." Story of my life.

    • @Helios8170
      @Helios8170 7 месяцев назад +4

      Isn't that just all types of intelligence?

    • @DragonSong5
      @DragonSong5 3 месяца назад +3

      •buy a super computer for AI
      •no more open brain surgery
      •learn how to uncook chicken

  • @hexagon8899
    @hexagon8899 Год назад +759

    give the AI a reward for longer distance strides, should help with more realistic walking

    • @hansstrudel9614
      @hansstrudel9614 Год назад +117

      I think something more important would be giving them some actual feet

    • @aljon5947
      @aljon5947 Год назад +57

      yea i think actual feet would be better(imagine walking with wheels as foot) but i remember he said something about it in the bowling video being too hard for the AI

    • @xxizcrilexlxx1505
      @xxizcrilexlxx1505 Год назад +24

      ​@@aljon5947if i remember it was that is too complex for the IA and it made imposible the smallest leaps on the IA

    • @randomblock1_
      @randomblock1_ Год назад +20

      If you had softballs for feet I'm pretty sure this is how you would walk too

    • @Roflcopter4b
      @Roflcopter4b Год назад +4

      Great. Um. How? The fuck is a stride? The AI knows location and angle.

  • @derpyderp5396
    @derpyderp5396 Год назад +64

    4:26 "the most active pelvis since wilt chamberlain" got me rolling💀

  • @TabletPencil
    @TabletPencil Год назад +118

    2 parts within an hour??? this is amazing, can't wait for next years upload

  • @johngellare3507
    @johngellare3507 Год назад +32

    I love how you had to specify for it to stay on it's side of the table because it would 100% climb on the table and just violently shake around

    • @alexisb3829
      @alexisb3829 7 месяцев назад +1

      I would like to see it without that specification lol

  • @pedronunes3063
    @pedronunes3063 Год назад +35

    6:29 This scream is so cute

  • @diamonddudeygo
    @diamonddudeygo Год назад +36

    "Table tennis is harder to solve than bowling or being spider-man" this one starts strong

  • @bazem
    @bazem 11 месяцев назад +40

    1:41 - Measures the height in feet
    Makes fun of North Americans for not using kilos

    • @TunaBear64
      @TunaBear64 9 месяцев назад +2

      Worst of all, it used Kilos, Kilos is basically mean "a thousand"
      A thousand what?
      Use KiloGRAMS next time.

    • @vesnabernjak-ord8674
      @vesnabernjak-ord8674 3 месяца назад

      @@TunaBear64Aussies shorten Kilograms to Kilo’s. it’s a part of Aussie slang.

    • @abcdqwerty3562
      @abcdqwerty3562 2 месяца назад

      ⁠@@TunaBear64 eh it’s just like how many people just use degrees and don’t specify Celsius or Fahrenheit because the context is enough to know.

  • @ataready8810
    @ataready8810 Год назад +35

    Fellow Aussie here, I'm proud that you've gone from one successful video on BTD6 AI to one banger after another. My favourite so far has to be the cannons that never miss video because of the personality in the scenarios. Keep it up man, your animation skills and video production are excellent.

  • @nullmeasure6155
    @nullmeasure6155 Год назад +13

    I started chuckling when the continuous stream of rainbow candy started going into your guy's mouth and nearly stopped breathing when the taser animation came in. All I can say is so true.

  • @jespervanbommel
    @jespervanbommel Год назад +15

    i love the accurate simulation of the magnus effect at 5:11

  • @tiredamateur
    @tiredamateur 6 месяцев назад +5

    8:51 I appreciate the display of the absolute mental and physical torture that the ai is going through

  • @jimibunni
    @jimibunni Год назад +96

    I know you have hundreds of thousands of subscribers, but i still dont think you have nearly what you deserve. Your content is so expertly made, being funny, entertaining, and informative all in one. Keep making such great content!

    • @b2stud
      @b2stud  Год назад +18

      Thank you so much! I will do my best!

  • @israelt.hernandez8612
    @israelt.hernandez8612 10 месяцев назад +9

    6:24
    ._.
    HeadShot (diying fish noises)

  • @henningerhenningstone691
    @henningerhenningstone691 Год назад +12

    man this video is just perfect... the consistent art-style, the explanation and animations to go along, the humour. Absolutely bloody brilliant

  • @gamermanh
    @gamermanh Год назад +27

    Goddamn hilarious to watch that AI struggle with the spherical feet you gave it, wow
    Does perfectly well standing in a small area but the second it needed to move any kind of distance without control over the arms (which did practically ALL of the balancing) it flopped over

  • @Moonlight_Drawing
    @Moonlight_Drawing Год назад +86

    Just a suggestion, you should add a timer that shows the real time hours to the sections where the ai learns

    • @b2stud
      @b2stud  Год назад +58

      good idea, ill be sure to implement it in the next video

  • @DeuxisWasTaken
    @DeuxisWasTaken Год назад +7

    I think the jerky small movement is because you punish distance travelled by limb, not acceleration which is what actually wastes energy - a single big movement of a leg is less wasteful than constantly jerking it back-and-forth and having to apply a lot of force to achieve that acceleration. Nice video anyway, subbed.

  • @foxlive420yes9
    @foxlive420yes9 Год назад +65

    As a American I do appreciate how he translates kilos into hamburgers it’s much needed for me to understand it

    • @Pain.enjoyer
      @Pain.enjoyer Год назад +1

      How are there no reply’s on this amazing comment

    • @archaniac529
      @archaniac529 Год назад +4

      did the math on this actually. if we're going off of McDonald's burgers, 85kg is about 405 hamburgers

    • @stephenaulin8298
      @stephenaulin8298 Год назад

      Xd

  • @bigtimetimmyjim6486
    @bigtimetimmyjim6486 8 месяцев назад +4

    How I think I act when I am drunk: 😎
    How I actually act: 9:00

  • @gr1ffyyn351
    @gr1ffyyn351 Год назад +8

    I love this channel, you’re the reason I got into coding, so glad you’re back!

  • @sodancookie2905
    @sodancookie2905 Год назад +5

    This is one of the only channels that I genuinely get excited every upload. Keep up the great content!!

  • @teddytaylor3373
    @teddytaylor3373 5 месяцев назад +5

    4:00 Me at the cluv

  • @lpsp442
    @lpsp442 Год назад +5

    b2, yours is the first youtube channel I think I've ever encountered (certainly the first AI channel) to consistently make pause the video because I'm *creased* up laughing. The witch's spell got me in the bowling vid, and now.... Will Chamberlain, eat your heart out! 🐟❤

    • @lpsp442
      @lpsp442 2 месяца назад

      Happy to report 10 months down the line that it happened again - I'd forgotten the Will Chamberlain hips and almost inhaled my entire cigarillo, mortalled 💖

  • @Clop
    @Clop Год назад +2

    you're now one of my favorite creators. i love stuff like this it's fun. keep doing you man, you're awesome.

  • @Yippee-sk1fm
    @Yippee-sk1fm 9 месяцев назад +11

    1:47 If four burgers equals 1 pound then 773 divided by 4 would be 193. But 85 kg equals 187 lbs. so there’s a 6 pound difference. So technically 6 x 4 would be 24 then 773 - 24 = 749. There should only be 749 burgers as 749 divided by four is 187.

    • @Cutielove9770
      @Cutielove9770 9 месяцев назад +3

      The dedication to do something this unnecessary is voila 😂😂😂😂

    • @GDnobrain
      @GDnobrain 4 месяца назад +1

      GG you passed your maths test! (Not making fun)

    • @akahelpwttubers
      @akahelpwttubers 10 дней назад

      Herd

    • @Yippee-sk1fm
      @Yippee-sk1fm 10 дней назад

      @@akahelpwttubers ō-ō

  • @thesnailmachine7181
    @thesnailmachine7181 Год назад +8

    My partner and I have formed a strong emotional attachment to this little guy. We call him Gregor and we just want him to be happy with his work.

  • @Wizzkidwas
    @Wizzkidwas Год назад +30

    As a left handed person this video makes me feel left out
    lol
    Also 6:29
    Love their yelling

    • @gaopinghu7332
      @gaopinghu7332 Год назад +6

      It makes you feel "left" out? Lol.

    • @Wizzkidwas
      @Wizzkidwas Год назад +4

      @@gaopinghu7332
      Somehow I've never actually heard that one before, I'm impressed!

  • @yeturs69420
    @yeturs69420 Год назад +2

    That is such a good idea for backers, making a little background character for videos.

  • @bluey-next777
    @bluey-next777 Год назад +5

    6:29 HEADSHOT

  • @joshuapatrick682
    @joshuapatrick682 Год назад +1

    I think this raises a bigger question about what constitutes programming? Because you aren’t actually programming anything, you’re just defining the parameters an algorithm used to program something.

  • @forlape
    @forlape Год назад +4

    mans going thru the entire wii catalog
    gotta do boxing next

  • @Tree-dog25
    @Tree-dog25 Год назад +2

    Wow man, super entertaining. The math, programming, graphic design. Everything man, perfect!

  • @Splarkszter
    @Splarkszter Год назад +7

    amazing work, interesting, educative and extremely funny. You skills are extemely good.

    • @b2stud
      @b2stud  Год назад +2

      Thank you :)

  • @BroudbrunMusicMerge
    @BroudbrunMusicMerge 10 месяцев назад +1

    "Smuggling extra information into its neck" is my new favorite context-free phrase

  • @GamerChad_EaturBalls
    @GamerChad_EaturBalls Год назад +6

    4:35 he's having a seizure help him

  • @CliffThePerson
    @CliffThePerson Год назад +1

    1:48 thank you for giving measurements that we will understand.

  • @dogethefirst1
    @dogethefirst1 Год назад +5

    3:10 i named that 1 guy watching him "Gerald" unless you already named

  • @widojay2048
    @widojay2048 Год назад +2

    I think these kind of 3D rendering videos are awesome. You’ve built a whole world a character and you animate it

  • @thatweirdphoneguystickman5596
    @thatweirdphoneguystickman5596 Год назад +7

    As an American, I'm so glad he converted kilos to cheeseburgers, otherwise I wouldn't be able to know how many Kilos he weighed.

  • @mac_sour
    @mac_sour 9 месяцев назад +2

    4:13 bro looked like he was about to crunk it up like marge simpson

  • @spainwithoutthes101
    @spainwithoutthes101 Год назад +22

    Why is this a dhar mann title without the instantly regrets it

    • @diegodoesnothing6092
      @diegodoesnothing6092 Год назад +9

      AI is forced to play table tennis, what happens next is unbelievable- b2 studios

    • @biscade
      @biscade Год назад

      is_shocking

  • @TheInfamousLegend27
    @TheInfamousLegend27 Год назад +2

    "trying endless amounts of random shit and occasionally learning something useful"
    i've never felt so understood in a programming video lmao

  • @BrakeCoach
    @BrakeCoach Год назад +3

    0:58 bro looks like hes dancing gangnam style

  • @creepyscaryskeletons3034
    @creepyscaryskeletons3034 Год назад +6

    Nobody:
    That one person in the stands: 👀3:50

    • @OmniSync
      @OmniSync 10 месяцев назад

      thats an ai toddler

  • @MrMeoow91
    @MrMeoow91 Год назад +3

    I just could not stop laughing at the silly movement by the AI

  • @nemtudom5074
    @nemtudom5074 11 месяцев назад +2

    1:10 Gotta love how its going to be the most dexterous creature alive once its finished training
    .....But only in its right arm
    lol

  • @GeorgeDCowley
    @GeorgeDCowley 10 месяцев назад +4

    4:50 It's probably because you punished it for big movements (like lifting the legs).

  • @RayHosterMusic
    @RayHosterMusic 7 месяцев назад

    0:29 "Table Tennis is a lot harder to solve than... being Spiderman"
    Not a quote I ever thought I'd hear, but here we are.
    Honestly this channel is hysterical, really enjoy the AI content!

  • @GlitchGames_A
    @GlitchGames_A Год назад +4

    I feared the fast limb movement punishment would make the ragdoll walk by taking rapid, short steps. It did end up doing that, but looking at how the face is moving, maybe it's not that big of a deal

  • @Asterism_Desmos
    @Asterism_Desmos Год назад +1

    When the AI was being rewarded, all I could think of was the Canadians from southpark lol

    • @Asterism_Desmos
      @Asterism_Desmos Год назад +1

      Also, I love your videos! Programming, AI, math, physics, and humor!

  • @ottrE
    @ottrE 5 месяцев назад +3

    3:35 who is the audience nodding to

  • @JWhite-qi5zv
    @JWhite-qi5zv Год назад +2

    The Wilt Chamberlain joke made me audibly laugh. Completely unexpected. 💀

  • @The-EJ-Factor
    @The-EJ-Factor Год назад +3

    To make it more human you need to teach it what would and wouldn’t be energy efficient. Which is harder to do than it sounds.

  • @joe_croupier
    @joe_croupier 10 месяцев назад +2

    2:12 "this is where things get tricky"
    Because it wasn't tricky before right :/
    dam you AI !!!
    🤣

  • @Izayoink_Saccuy
    @Izayoink_Saccuy Год назад +3

    People say ai will take over the world and yet they can't even play ping pong

  • @catomax26jeev
    @catomax26jeev Год назад +1

    One thing to make it stop jittering so much is to punish it by moving too much, and reward it for not going so slow.

  • @ricopuper
    @ricopuper 5 месяцев назад +4

    Pls make ‘AI learns to play soccer’ next.

    • @doggo790
      @doggo790 3 месяца назад

      And make AI Ronaldo 😊

  • @censoramerica2964
    @censoramerica2964 3 месяца назад

    I like that your videos aren't too long man, thank you

  • @scoper7897
    @scoper7897 Год назад +7

    love this AI videos man. keep it up

  • @shaurmiath6719
    @shaurmiath6719 Год назад +1

    I like that it doesn't so much "walk" as kick the ground over and over as quickly as it can.

    • @near5148
      @near5148 Год назад

      It looks goofy as hell

  • @nikkiofthevalley
    @nikkiofthevalley Год назад +4

    5:17 Hey, it's a SUVAT equation! Didn't expect that, I would've expected a Euler integration with Newton's laws of motion, which is the usual way people do this.

    • @natbia5362
      @natbia5362 Год назад

      🤓

    • @nikkiofthevalley
      @nikkiofthevalley Год назад

      @@natbia5362 You are literally watching someone make an AI that plays table tennis. The fuck are you judging me for?

    • @OmniSync
      @OmniSync 10 месяцев назад

      ​@@natbia5362🥸

    • @_incomprehensible_
      @_incomprehensible_ 3 месяца назад

      ​@@natbia5362 🤤

  • @Unknown-yt2hb
    @Unknown-yt2hb Год назад +1

    This was really well edited.

  • @multiarray2320
    @multiarray2320 Год назад +8

    why are there two parts instead of just one video?

    • @b2stud
      @b2stud  Год назад +38

      cha-ching

    • @OhioanOrganDonor
      @OhioanOrganDonor Год назад +22

      @@b2stud secure that bag, b2. you deserve it.

    • @luditheuber
      @luditheuber Год назад +1

      ​@@b2studheheheheeeeeeeeeeeeee

  • @DJ_Gamer816
    @DJ_Gamer816 10 месяцев назад

    8:22 I just love how he just describes what he is doing

  • @HappyGingerWolf
    @HappyGingerWolf Год назад +3

    If the AI is sneaking data into the neck movements, why not just give it a stored value it can edit? Wouldn't that achieve the same result without the jittering?

  • @saklot5092
    @saklot5092 8 месяцев назад +2

    when u actually understand what is he saying

  • @szynke9553
    @szynke9553 Год назад +6

    3:00 its me enjoying capitalism

  • @MasonEmpyreal
    @MasonEmpyreal 3 месяца назад

    @4:16 I'm dead XD You and CodeBullet are the GOAT at AI commentary.

  • @dsnineteen
    @dsnineteen Год назад +3

    I see you, b2anjo 2:19

  • @ThatOneHacker305
    @ThatOneHacker305 Год назад +1

    “The ai will have to have full control of its right hand to succeed” good luck

  • @Mahonokage
    @Mahonokage Год назад +3

    I'm curious to see how an AI would handle an "energy consumption" problem. Seeing them walk with as many taps and movements as possible in the arms and head is funny, but also only possible in a state of infinite potential energy. It could force the AI to learn how to use assumed positioning with bigger (more natural looking) movements, in other words, kinda like rollback netcode in online games

  • @Helios8170
    @Helios8170 7 месяцев назад

    "With a little bit of rearranging"
    *shuffles the equation like a deck of cards*

  • @Xizilqou
    @Xizilqou Год назад +6

    you should use stencil shadows for the lighting in your videos instead of shadow mapping, shadow mapping is noticeably blurry and low res and sometimes leads to the "peter panning" shadow bias effect at 0:29 where when the ragdolls fall you can see the shadows disappear into the ground. Stencil shadows, often called "shadow volumes," are based on the actual geometry of the meshes instead of a camera image taken from the light itself and as a result have none of these problems. There's probably a plugin for these in whatever game engine you're using, it'll look so much better.

    • @Xizilqou
      @Xizilqou Год назад +1

      This video has an example of stencil shadows in the same sort of indoor lighting style that you often choose to do youtu .be/CCIwiC37kks

  • @inoobboi5438
    @inoobboi5438 Год назад +1

    i have never been so entertained by physics explained by ragdolls and fish in my life

  • @alansmithee419
    @alansmithee419 Год назад +3

    2:25
    I have never seen one of your AIs so despondent.

  • @DenisClipsxd
    @DenisClipsxd 10 месяцев назад

    Asparagus Omelet (No. 2)
    Whisk 3 eggs with 1/4 cup chopped chervil, 1 teaspoon kosher salt and a few grinds of pepper; mix in 1 cup cooked thinly sliced asparagus. Cook in a buttered large ovenproof nonstick skillet over medium heat, undisturbed, until the edges are set, 3 to 5 minutes. Bake at 350 degrees F until cooked through, 3 more minutes. Fold in half and cut into strips. Butter 4 slices toasted pumpernickel bread; top with the omelet strips.

  • @hexa1905
    @hexa1905 Год назад +8

    1:47 funny bru but you just measured length in *feet*.
    Use meter, 1/300.000 of what light travel in 1 second. Pretty intuitive right ?

  • @foxdonia
    @foxdonia 9 месяцев назад +1

    6:25 made me laugh out loud LOL

  • @AlexJoneses
    @AlexJoneses Год назад +3

    This is going to be epic

  • @gauthamnair6075
    @gauthamnair6075 Год назад +2

    The time zone literally gets rid of all the Americans from the premiere(except the night owls)

  • @alaggs7279
    @alaggs7279 Год назад +4

    next: AI learns competitive yugioh

  • @Ghostface-47
    @Ghostface-47 Год назад +1

    The way the AI is violently shaking reminds me of the scene from the movie The Exorcist 😂

  • @ohhi687itsme8
    @ohhi687itsme8 Год назад +3

    8:24 he finally admitted it

  • @zachsmith3761
    @zachsmith3761 Год назад +1

    “With the most active pelvis since Wilt Chamberlain” now that is a great joke that may unfortunately fly over many peoples’ heads

  • @nocluebruh3792
    @nocluebruh3792 Год назад +2

    1:28 honestly... I would have made the same mistake lol

  • @eli.jiah.meowmeow
    @eli.jiah.meowmeow 6 месяцев назад +1

    So weird that I come here for comedy relief. Good stuff 👌👍

  • @Jojje94
    @Jojje94 Год назад +3

    What do you mean your video is out of time? You're not on a TV network, you can make a RUclips video as long as you want.

  • @youtuner9031
    @youtuner9031 Год назад

    Final part of this serious is gonna be spiderman playing bowling and table tenis at the same time

  • @Epic_Axolotl
    @Epic_Axolotl Год назад +3

    the people watching ai learn how to walk at the side 3:17 😑😐

  • @lemagicbaguette1917
    @lemagicbaguette1917 Год назад +1

    From what I’m understanding, I need a jellybean firehose, a bag of Dorito crisps, and a taser to teach a toddler to walk. Gotcha.

  • @Learn_The_Cube
    @Learn_The_Cube Год назад +3

    5 am est 😢😢😢

  • @MaskedDeath_
    @MaskedDeath_ Год назад

    "the AI is smuggling extra information into it's neck" is not a sentence I ever expected to hear. It is strangely resourceful, though.