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AI Tries Snowboarding (and falls a lot)

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  • Published on Mar 9, 2026
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    full time ragdoll, extreme part time snowboarder, professional snow muncher, digital intellect versus slippery board
    Discord: / discord
    Reddit: / b2studios
    Twitch: / b2studios
    Patreon: / b2studios

Comments •

  • @pineapple3677
    @pineapple3677 Year ago +447

    This has got to be the most low effort RUclips video I have ever seen

    • @se_008
      @se_008 Year ago

      Been a while since I've seen a comment this stupid

    • @itzk0tlin
      @itzk0tlin Year ago +107

      Pin of shame

    • @sandermeesters192
      @sandermeesters192 Year ago +57

      he litterally said himself that this one was easy and "lazy"

    • @Tricia410
      @Tricia410 Year ago +10

      Pin if truth

    • @anonofDeath
      @anonofDeath Year ago +47

      im pretty sure this is sarcastic guys, don't get mad at the guy 😭

  • @Harbor811
    @Harbor811 Year ago +1118

    I love that he not only does this but does full animations for dumb 30 second jokes, as well as creating the entire environment and even having other snowboarders around just to make it feel less empty. Mad props man

    • @EEEEEEEE
      @EEEEEEEE Year ago +1

      E‎‎‎‎‎‎‎‎‎‎‎‎‎‎

    • @ianbeauregard1695
      @ianbeauregard1695 Year ago +2

      The kangaroo wasn’t an animation he recorded that in person I think the salad was AI though

    • @rotorwing9987
      @rotorwing9987 Year ago

      I wouldn't have minded that time going toward more training. Unless its poor performance was due to other limitations, but that would have been nice to know.

  • @Mr.Shmeat
    @Mr.Shmeat Year ago +707

    I can't wait for 50 years in the future when b2studios makes a video called "AI goes to war"

    • @roastwhale93
      @roastwhale93 Year ago +10

      Yah i hope he sees this

    • @Fenhum
      @Fenhum Year ago +15

      Technically he could do this right now. Just make the ai play an RTS game

    • @b2stud
      @b2stud  Year ago +294

      Funnily enough this was a serious discussion for a video for a while

    • @Fenhum
      @Fenhum Year ago +12

      @b2stud Did it got rejected? If so, why?

    • @Mr.Shmeat
      @Mr.Shmeat Year ago +22

      ​@b2stud If that's ever a video, I better see the fire line, "There are no rewards in war..."

  • @forkswift.
    @forkswift. Year ago +1033

    11:10 direct snowman hit
    11:33 the legemdary three snowman hit

    • @yosef.lebron-glazer
      @yosef.lebron-glazer Year ago +88

      on the first hit of the 3 snowman run, the ai deliberately stuck out its arm in order to knock down the snowman, mike tyson style. what a legend.

    • @EEEEEEEE
      @EEEEEEEE Year ago +2

      ‎‎‎‎‎‎‎‎‎‎‎‎‎‎E

    • @rottenbike714
      @rottenbike714 Year ago +12

      @yosef.lebron-glazerhe literally threw a left hook

    • @ctnc6059
      @ctnc6059 Year ago +9

      It was like he knew he was going down and decided to make as many (snow) people as possible go down too. XD

    • @RamadaArtist
      @RamadaArtist Year ago +6

      not only is 11:10 a direct hit, but one of the snowman pieces shot off like a mortar and hit another snowman way down the slope. That's gotta count for style points.

  • @GregMcClean
    @GregMcClean Year ago +393

    Calling yourself "Code Arrow" at the beginning was funnier to me than it should have been.

    • @AceLAnimation-b2p
      @AceLAnimation-b2p Year ago +14

      im pretty sure its a refrence to code bullet

    • @Snocone333
      @Snocone333 Year ago +5

      yes ​@AceLAnimation-b2p

    • @LukeTheOceanGuardian
      @LukeTheOceanGuardian Year ago

      ​@AceLAnimation-b2pno way
      I never would've guessed

    • @PearlescentMusic
      @PearlescentMusic Year ago +2

      I was expecting a joke about chat gpt when I saw that.

    • @XYZsaid3
      @XYZsaid3 8 months ago +5

      @PearlescentMusic Or for him to say that hes destroying nerds in something

  • @reddedo
    @reddedo Year ago +2526

    If there are no bonus points for hitting the snowman i'm unsubbing

  • @avastabyss
    @avastabyss Year ago +336

    3:46 "it truly warms my heart knowing that several thousand of you tried to do this"
    I feel called out, but I'm glad you feel that way...

    • @EEEEEEEE
      @EEEEEEEE Year ago

      E‎‎‎‎‎‎‎‎‎‎‎‎‎‎

    • @kingcapybara-ym8tl
      @kingcapybara-ym8tl Year ago

      @EEEEEEEE EEEEE :D

    • @Scrimbilo_Bimbilo
      @Scrimbilo_Bimbilo Year ago

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    • @youraveragelunatic4636
      @youraveragelunatic4636 Year ago

      ABCDFGHIJKLMNOPQRSTUVWXYZ

  • @itchy7879
    @itchy7879 Year ago +175

    I really like how the snowmen all go off like they have motion activated explosives inside. Really adds to the comedy of it all

  • @kitsukiakuama7364
    @kitsukiakuama7364 Year ago +56

    something about watching a robot catch an edge warms my heart

    • @bbbnuyyyy
      @bbbnuyyyy Year ago +2

      i was waiting for a gnarly front edge grab at high speed for the full scorpion yard sale

  • @FailRaceFan
    @FailRaceFan Year ago +125

    4:59 That's about my skill level...
    Things to do when learning snowboarding:
    - Flail your arms around (everyone should look at you while you blame yourself)
    - Dislocate your hip (You won't have to snowboard anymore)
    - Crash against a post (You don't have to leave while everyone is laughing at you, because you're unconcious)

    • @roadent217
      @roadent217 Year ago +2

      Don't forget:
      - Never bend your knees ever

    • @SwissAdmiral
      @SwissAdmiral 7 months ago

      this made me laugh, thank you

  • @remingtoncomp4873
    @remingtoncomp4873 Year ago +50

    I just wanna say. You said that the video feels lackluster, but it doesn’t. It’s absolutely amazing. It’s fun content that feels relevant and instructive while also taking us through a creative journey. It’s really amazing work. You should be very proud!

  • @8jof544
    @8jof544 Year ago +110

    14:31
    Ragdoll: I'm exhausted, sledding is easier. Give me your sled, purple bird !!!

  • @taranciucgabrielradu
    @taranciucgabrielradu Year ago +18

    CodeArrow with that "profile picture" had me dead 💀

  • @Juujuu404
    @Juujuu404 8 months ago +5

    4:27 "****ing brilliant!"

  • @patconner2638
    @patconner2638 Year ago +236

    Okay, but that snowboard carving force simulation algorithm is really elegant! Ive seen folks back in my college days try to simulate snowboarding & their routines always ended up absurdly complicated trying to handle all the edge cases around carving, braking, straigh-line, etc separately. Nicely done

    • @b2stud
      @b2stud  Year ago +72

      Thank You! I tried to keep it simple and true to real life by combining basic friction with some intuition I had from my snowboarding experience

    • @rueblimaster
      @rueblimaster Year ago +2

      @b2studall tho it’s missing the bending of the bord for carving

    • @robinclaidlaw
      @robinclaidlaw Year ago +1

      Yup, it needs to be able to flex and twist to actually behave like a snowboard.

  • @mmhmnms
    @mmhmnms Year ago +42

    im from switzerland and this is your most true-to-life video so far

  • @SneakySneetch
    @SneakySneetch Year ago +1357

    I think a major reason he almost never recovers from getting more than a small amount of air is that you never taught him the benefit of bending his knees which is ESSENTIAL while snowboarding.

    • @daisyjoy242
      @daisyjoy242 Year ago +53

      I hope he sees this

    • @Eagle3302PL
      @Eagle3302PL Year ago +45

      standing almost in the middle of the board may also have something to do with it

    • @Ed-1749
      @Ed-1749 Year ago +80

      Yes, but also you're heavily underestimating how complex of a movement that is. Bending like that requires literally every muscle in your body in a coordinated reactive motion from when you hit a jump to when you hit the ground.

    • @kurgans
      @kurgans Year ago +40

      I like this AI guy sarcastically asking what more people want without realizing someone who knows half a thing about snowboarding might comment. The fucking hubris.

    • @Joe-yi5nv
      @Joe-yi5nv Year ago +122

      You don't teach it ANYTHING, that's the whole point. Theoretically the ai is supposed to figure out to bend it's knees by itself

  • @nitricacid2516
    @nitricacid2516 Year ago +37

    I appreciate the charm you've added to the environment, like the other little fishies sliding, on the gondola, and lil lights in the trees

  • @Juni_0220
    @Juni_0220 Year ago +31

    Crunchy sounds when a joint receives sufficient force

  • @lisahansen471
    @lisahansen471 Year ago +112

    I think it would have been funny if there was Tony Hawk Pro Skater text at the top saying the stunts that the ragdoll did, and there was a reward for doing stunts.

  • @Ri5olu
    @Ri5olu Year ago +6

    now give them a car.

  • @letsdosomething6691
    @letsdosomething6691 Year ago +15

    12:16 there was an unsatisfying lack of metal pipe sound when his head hit the ski lift lol.

  • @Xx__Pro00_Gamer_xX696
    @Xx__Pro00_Gamer_xX696 4 months ago +2

    Snowboards are actually quite a bit bigger that might have made the balancing harder

  • @Shredster7
    @Shredster7 Year ago +20

    The absolute madlad went out of his way to model and *_animate_* an entire miniature ski resort, ostensibly just because he can, when an undecorated tilted plane would have been mechanically sufficient. What a legend.

  • @a-e3654
    @a-e3654 Year ago +9

    was not expecting the code bullet reference

  • @jeshguin_the_final_one

    You and Dingus Labs are the most fun I've had watching AI in a long while.

  • @Alex-t2p8u
    @Alex-t2p8u 5 months ago +1

    Now THIS is innovative computer science

  • @eugenebergeron
    @eugenebergeron Year ago +9

    Heyo was that a Code Bullet reference

  • @MrTheCyborg2
    @MrTheCyborg2 11 months ago +2

    At 9:50 I was like “cmon please let the board go off the ramp please please please YEAHHHHHH”

  • @MoonGlow22
    @MoonGlow22 Year ago +6

    7:58 COME ON. How come you dont add an airbone time reward to motivate it to take rampages?

  • @therealelement75
    @therealelement75 Year ago +17

    0:20 why did you explode my snowman

  • @FallenAnxiety5946-n8e

    Bro is having a fun time :D

  • @duckfromegypt8237
    @duckfromegypt8237 Year ago +2

    Dollar store version of code bullet: code arrow

  • @mmhmnms
    @mmhmnms Year ago +223

    I feel like whichever patron got punted at 14:40 deserves a special shout out 😂😂
    EDIT: wait that's SoggieWafflz from the bowling video!! (36 seconds in)

  • @ra2zy629
    @ra2zy629 Year ago +2

    Code bullet ❌
    code arrow✅

  • @itzgxtr
    @itzgxtr Year ago +7

    my favorite youtuber Code Arrow just posted!!!

  • @BrothernutSquash
    @BrothernutSquash Year ago +1

    “Code arrow” 😂😂😂

  • @subbie-eye
    @subbie-eye Year ago +13

    I saw some of the behind the scenes. Going to love it in full time.

  • @jimibaboza
    @jimibaboza Year ago +1

    Code arrow hasn't been the same since the ai uprising.

  • @subbie-eye
    @subbie-eye Year ago +24

    3:58 I remember hearing you giggle a lot at this part. Glad to see it in full polish here.

    • @b2stud
      @b2stud  Year ago +17

      The elmo on drugs shot gave me a lot of joy

    • @subbie-eye
      @subbie-eye Year ago +9

      @b2stud I need to borrow the "elmo on drugs shot" phrase. And it was a joy to hear you laugh fully at this shot too.

  • @silaspq
    @silaspq Year ago +2

    i understood the code bullet refrence at the start of the video lol

  • @finneatsfeet1855
    @finneatsfeet1855 Year ago +53

    After seeing the intro I’m realizing that he sounds quite a bit like code bullet

  • @gamingbonejon
    @gamingbonejon Year ago +1

    You should've had the AI start carving

  • @BritishBoy
    @BritishBoy Year ago +21

    I absolutely love this kind of content man. Neural networks are actually so interesting. I found your channel when you uploaded the spiderman AI video and you haven't missed since. Hats off, you're on a roll!

  • @justafaze4552
    @justafaze4552 Year ago +2

    Code Arrow lmao im dead

  • @Wagne_976
    @Wagne_976 Year ago +4

    11:40 strike

  • @rrttttj
    @rrttttj Year ago +2

    OMG It's code arrow, legendary creator of Flappy Avian-like Creature in goofy game engines

  • @Avets610
    @Avets610 Year ago +12

    I remember red ai being reckless in ping pong, cant immagine what will hapen with snowboarding

  • @enderkatze6129
    @enderkatze6129 Year ago +1

    Should've given it extra rewards for going over ramps so it'll do cool stunts

  • @geraldwheatly1824
    @geraldwheatly1824 Year ago +3

    I love the soft bonk sound when he hits things or the ground

  • @SandwichMonk
    @SandwichMonk Year ago +1

    now ai needs to play hockey

  • @buzzlightyearpfp7641

    the animation is getting more unhinged per video and i love it

  • @RubyCalyDaisyShow
    @RubyCalyDaisyShow 3 months ago +1

    10:57 YESSSSSS

  • @Real_Niclashell
    @Real_Niclashell Year ago +3

    knowing he will make more videos on this particular subject is quite exciting

  • @jm-alan
    @jm-alan Year ago +1

    This MIGHT be code bullet

  • @davisdiercks
    @davisdiercks Year ago +2

    11:35 that punch looked deliberate and personal 😂

  • @InfluXse
    @InfluXse 7 months ago +1

    12:16 bro got lobotomized

  • @louiscypher6919
    @louiscypher6919 Year ago +8

    0:12 Literally me.

  • @pxyyyyy
    @pxyyyyy Year ago +1

    Sheesh, code bullet reference

  • @Iplayest
    @Iplayest Year ago +40

    Bro got me too close my eyes and move my hand. 😂

  • @LoraLoibu
    @LoraLoibu Year ago +2

    I love how the ragdoll just PUNCHES a snowman at 11:39

  • @Cyber_Official
    @Cyber_Official Year ago +5

    0:35 I feel called out

  • @DeLittleCat
    @DeLittleCat Year ago +2

    Code Arrow is actually pretty good

  • @thezwarteridder
    @thezwarteridder Year ago +664

    24

  • @alistairogara
    @alistairogara Year ago +1

    You’re like a smart code bullet 😂

  • @SockLove
    @SockLove Year ago +3

    Code arrow is my favourite youtuber after code bar

  • @SirHuman01
    @SirHuman01 Year ago +1

    can we next see the ai take on a double black diamond course

  • @therealelement75
    @therealelement75 Year ago +45

    2:35 I understood all and none of the vector math

  • @MC0777
    @MC0777 Year ago +1

    I liked the codebullet reference

  • @Term1ngaming
    @Term1ngaming Year ago +9

    Yooo new video from B2

  • @kevinconlon5420
    @kevinconlon5420 Year ago +1

    Imagine someone just creates a fake skiing tortament with this

  • @Wyrmwould-Star
    @Wyrmwould-Star Year ago +3

    13:58 The closest the AI got to hitting the fence

  • @Sjpark01
    @Sjpark01 Year ago +2

    You should have given the AI a bonus for air-time to encourage tricks and jumps. Just a thought.

  • @peace2652
    @peace2652 Year ago +3

    money money money
    This man will do anything for money.

    • @proyoloks1386
      @proyoloks1386 Year ago

      I honestly expected more people to read it...

  • @jeb-the-doomed
    @jeb-the-doomed Year ago +1

    I genuinely thought CodeBullet was the one talking for the first 2 1/2 minutes.

  • @Axel-wo6qu
    @Axel-wo6qu Year ago +3

    4:34 the ai just started learning and I'm like "0h"
    Is he titling the phases of ai learning or... oh.

  • @bbbnuyyyy
    @bbbnuyyyy Year ago +1

    i cant begin to imagine what it would be like to snowboard if i never bent my mf knees. probably impossible honestly

  • @Minty1337
    @Minty1337 Year ago +9

    7:30 here's something i'd want to see
    how about the ragdolls have a paintball fight? sounds complicated but fun to watch

    • @b2stud
      @b2stud  Year ago +15

      shhh, this is a future video idea

    • @b2stud
      @b2stud  Year ago +15

      not even idea, it's gonna happen

    • @Minty1337
      @Minty1337 Year ago +5

      @b2stud in that case, i can't wait!

    • @blitzgerald
      @blitzgerald Year ago

      @b2stud :O sounds fun and I'm gonna sub for it!

  • @bobthedragon3643
    @bobthedragon3643 Year ago +2

    6:07 me any time I try to do a jump while skiing

  • @onemadscientist7305
    @onemadscientist7305 Year ago +13

    Just saying, but I might tune into a 24/7 real-time AI snowboarding stream occasionally…

  • @Soppycid-dv5hj
    @Soppycid-dv5hj 4 months ago +1

    I would add a punishment for falling and hitting a tree or power line

  • @CrusherCallen
    @CrusherCallen Year ago +3

    It’s okay if this video was too simple, you can always make AI play cricket!

  • @TheRealSkippyTM
    @TheRealSkippyTM Year ago +1

    Code bullet but doesnt stall or clickbait you... amazing!

  • @notpoto
    @notpoto Year ago +1

    CodeArrow... hmm sounds very familiar to someone...

  • @sillypantscoder
    @sillypantscoder 8 months ago +3

    3:01 I stopped to read it...

  • @furbyfubar
    @furbyfubar Year ago +1

    I fully expected the first reward function to result in an AI learning to make it to one of the big ramps slowly enough that it could then stand still on the flat part of the ramp and keep getting infinite rewards.

  • @vyzion3089
    @vyzion3089 Year ago +5

    8:37 I want my red fellow to have a name, so I decided that from now on his name will be Alfred

  • @richardhallyburton
    @richardhallyburton Year ago +1

    I've only been snowboarding a couple of times. I have so much empathy for that ragdoll.

  • @gabrielvieira.4358
    @gabrielvieira.4358 Year ago +4

    13:28 what the... The subtitles said something???

  • @Dancedude1009
    @Dancedude1009 Year ago +1

    yes i would like paint balls and space kangaroos

  • @crowbartender
    @crowbartender Year ago +8

    I think discouraging the AI from turning was a mistake. Snowboards aren't even supposed to go straight, you're basically always turning since that's how you control the board. Turning is also what makes snowboarding look cool, without it it's just... this. I wonder if you could encourage the AI to turn without it just spinning in circles. Cool vid anyway, hope to see more of this!

  • @JustForFunServers
    @JustForFunServers Year ago +1

    Damn I love code arrow

  • @Supremium-Slayer
    @Supremium-Slayer Year ago +15

    I've never seen B2 and Code bullet in the same room, just saying this would explain the giant gap in code bullet's upload schedule

  • @kimberlylewistyner2070

    11:01 yes!!

  • @KaipaktatheGuy
    @KaipaktatheGuy 3 months ago

    The snowboards have a DIN. 10/10

  • @mattybrunolucaszeneresalas9072

    “Today, I’m going to train an AI to snowboard. But 1st.. _we need to learn how to Après-ski party like the pros.”_
    *_gurgles 5 gallons of beer aggressively_*

  • @Domigod1
    @Domigod1 Year ago

    Brought a tear to this snowboarders eye.

  • @kimberlylewistyner2070

    9:47 he could have gone on the ramp but chose to fell!😫😫

    • @ZekeStudiosFilms
      @ZekeStudiosFilms Year ago +1

      at 9:02 he did the same thing but decided to dislocate his hip on a tree. Guess he just doesn't like ramps

  • @mediocrebeans4228
    @mediocrebeans4228 Year ago +1

    OMG those snowboard physics look amazing

  • @thejunkman
    @thejunkman Year ago +3

    10:51 is what we all came to see.