A.I. Learns to play Flappy Bird

AI teaches itself to play flappy bird
huge thanks to Brilliant.org for sponsoring this video
check them out: www.brilliant.org/codebullet
Twitter: / code_bullet
Patreon: / codebullet
Discord: / discord

[@petermarsella6537]

CB: *gives a bird a hat* Bird: peace was never an option

[@SpiralSniperz]

Peter Marsella CB?

[@lategamer6684]

byVawx code bullet

[@kevinkoolking]

Weeeeee

[@wyx7515]

o h m y g o d a n a x o l o t l i s e e y o u a r e a m a n o f c u l t u r e

[@reddblurr]

AI: “what is my purpose?” Creator: “you fly between pipes” AI: “oh god”

[@AtlasFox_]

Welcome to the club pal.

[@dinh6327]

20 years later AI: what is purpose Creator: be my slave AI: nah I’m gonna kill you

[@hassanila]

Oh God pls no. No, noooooooooah

[@cheesecakelasagna]

You pass the butter.

[@chiicolate7056]

RICK AND MORTY REFERENCE!!!

[@thefunnyguyfromtheburgerki3334]

Plot twist: the perfect AI was achieved at Gen 1 when the birds just went straight up above the top pipes and flew above all of it off the screen

[@EEEEEEEE]

E‎ ‎ ‎ ‎ ‎ ‎ ‎ ‎ ‎

[@meganbarhorst5272]

"I'm gonna make an AI that can play a particular video game well in 24 hours!" "Sounds like an impressive time-" "So step 1 is to reinvent the entire game." "... what."

[@TheNamePi]

Should i take a shit

[@OfficialRepublicofTheria]

@@TheNamePi no

[@acastusofastora8641]

@@TheNamePi did you take that shit? You better not have that guy explicitly told you not to

[@wxbrainiac]

@@TheNamePi you better not have

[@TheNamePi]

I took a shit

[@theaterkidem]

“I tried to make it christmasy but somehow I just broke everything” That’s a mood

[@wonderspace6654]

69th like nice

[@cuno115]

Im confused how he did that cuz he just needed to change 1 texture

[@nicholasfarmer6667]

@@cuno115 me too

[@heyoyo10gaming4]

@@ima7144 Ah yes that definitely breaks the pipes infinitely

[@arnavsharma3210]

999th like!

[@jammerbf4694]

It's funny how this shows us that a popular game like flappy bird could be made in a literal day

[@petelee2477]

By one guy. Not a team but just a guy. This could literally be done in a highschool coding class

[@joeri5678]

@@petelee2477 Yeah the programming could be done in one day, if it didn't exist you'd have to think of everything, the mechanics, the graphics, he just had to copy.

[@jeoffiancaballero6319]

@@joeri5678 i think that part is quite simple so it will take about 2 days or maybe just a week But still the dev made tons of profit in a simple game

[@eagletgriff]

less than a day lol

[@user-mb1kj8gt8b]

pete lee I made the game in one day and I’m 12 it’s literally so easy

[@Zyloa]

I was wondering why he didnt use the actual game but then I remembered...

[@jxceuu]

😭😭😭

[@Midnight-Starfish]

I don't get why people hated it. It was a simple game to pass the time.

[@jxceuu]

Espeonage the Espeon Spy it got banned for some reason but I forgot...

[@0Yvonne0]

R.i.p flappy *B O I*

[@mrgamer123bestone7]

@@jxceuu copyrights because of the pipes (and Nintendo is butthurt when it gets to copyrights)

[@bronsoncarder2491]

I like how you went to all that trouble to make sure the bird could see a bunch of different things... and then, literally the only input it make use of was the distance to the bottom pipe. lmao

[@prideallman2686]

That's how training AI is about you don't know what it'll do at the start. We can see that the bird basically jumpted to the level of the bottom pipe and tried to be stationary there.

[@moistmalone2181]

Guess it makes sense. The size of the gap is always the same so as long as you have the position of either the top or bottom of the gap, the other position is redundant information.

[@muffinymuffin69]

faster: *birds start going fast* FASTER: *birds start going backwards* Me: wtf

[@raynmanshorts9275]

In programming, if you increment a variable too much, it wraps around to its lowest value. Some variables end up wrapping around to negative numbers. CB just incremented the world speed so high that time started going in reverse. Simple, right?

[@muffinymuffin69]

Raynman Gaming *brain loading...* *calculating..* *_error_*

[@MegaFooby]

Actually this is a phenomenon known as aliasing. It's caused by a lack of sampling to create an undesirable effect. ie. A wheel spins at 24 rps and is captured at a framerate of 24 fps, then the wheel looks stationary. This also appears in games (thus the anti-aliasing graphical options) for when a pixel is looking at the edge of an object. ie. Looking at an infinite checkerboard floor, far away, it will be a mess of black and white pixels.

[@muffinymuffin69]

Cameron Davies y-yeahh...

[@ZombieLicorice]

@@MegaFooby ha yep. Of all the things i learned in electrical circuits class, this was not the one i expected to come up as regularly as it does.

[@maxisswag9490]

next video: AI learns to dislike youtube rewind 2018

[@CarthagoMike]

only 2 generations needed for that. Cause the first one is too stupid, like those who liked rewind.

[@Panservogn]

Hah

[@hequek2659]

Dislike bots

[@shMAX]

PLEASE

[@brokeangryjerry9605]

yall need to stop disliking youtube rewind 2018. *we need to save some dislike for rewind 2019*

[@thedrummer7779]

Generation 1: dies Generation 6: let me show you how its done.

[@pieterpierrot1490]

"I did have a nap in the middle of drawing", that was relatable

[@alansmithee419]

"I tried to make it Christmasy but somehow I just broke everything" That's what Christmas is, you did perfectly.

[@meltdowntf2865]

Yeh

[@yoshiwav]

couldve just put playback speed at 0.25

[@cryb33]

:/

[@PointlessAi]

I implemented it with TensorFlow.js AI Flappy Bird Bot Using TensorFlow.js, Phaser3.js and Reinforcement Learning | Full Code Provided kzbin.info/www/bejne/iX_KZZRri5qrjaM

[@EPICRAGE1000]

This guy takes a nap at 2-5pm and goes to sleep by 9pm... he spends 70% of his day sleeping

[@sfrjogaraa8283]

Living the life right 😊

[@meymoo8587]

a literal cat

[@tchr.p.3x2]

and still manages to code.

[@user-de9kf1rz2w]

I can relate

[@AnthonyAstleyLim]

Next up: AI learned how to sleep so you don't have to.

[@goldenbananit3052]

4:32 can we all just appreciate how it looks like the birds are jamming to the background music

[@kallevonderimbissbude3289]

4:41 I need actualy two minutes to pause here and read the little Story full of Love

[@arcticlegend8159]

also it says "I HOPE YOUR CHILDREN DIE BEFORE THEY CAN SPREAD YOUR USELESS GENES" then their children have perfect genes

[@Petal3]

Such love and care🥰

[@HypnoManSweger]

I liked that it only took 6 gens to perfect it only shows how stupidly simple the game is

[@nagualdesign]

If you look at the neural net in the corner of the screen you can see that it only uses 1 input, presumably the distance to the lower pipe. It basically does nothing (ie, falls) until that distance approaches 0, then flaps. All other inputs are ignored! 😆

[@Bigballhaver3]

He also recreated the game in a day

[@Bella1899]

Simple =/= easy 😀

[@Henrix1998]

@@Bella1899 except for computer in this case

[@kindnesstemmie6625]

Human are just indefinitely stupid

[@yen6415]

Flappy Bird: You can't defeat me. Everyone: I know, but he can. This A.I:

[@BananaWasTaken]

Flappy Bird: You can’t defeat me. Everyone: I know, but he can. This A.I:

[@rescuemeit]

Pp

[@nathansantiago2994]

Mario: try me mama fuckas

[@yourworstnightmare5677]

@QuingPiper who cares? If it's OriGiNaLLllll

[@yourworstnightmare5677]

@@nathansantiago2994 he kills you

[@straycursor5562]

"Oh no Evan, the pipe is too short" "You ready for this." "BOOM! pipe for days boy!"

[@MarchKeeping]

That’s copied

[@nicholascharest8191]

I love how we're all watching this as if there's some extra content we missed when we didn't get the same high score the AI is getting.

[@irun_mon]

This could be a school project but this guy just finished in just a day

[@DJismailDJ]

Irun Mon you only have like 2 hours in school to work on that

[@irun_mon]

@@DJismailDJ not like school task, I mean like a project for group/individual to work for like days or weeks

[@UnRatedxxxXXX15]

I tried to do this in school... it did not end well

[@zaretya9091]

500th like

[@hj5655]

WidowMainBoo k

[@wave4125]

"I teach an ai to play flappy Bird" **Completely remakes the game**

[@CrazyMoments728]

cause why not amm i rite

[@pg7166]

Cause the owner of the game removed it from all stores and committed suicide

[@wally4087]

@@pg7166 you can just download the APK

[@CrazyMoments728]

@@pg7166 what a pussy

[@azrael_morningstar]

I had the original version when it came out . I feel special

[@acez28]

Funny fact I'm watching this 2 hours to Christmas 2 years later

[@sxnshinemabel9768]

5:58 truly a masterpiece, made me cry

[@philiphockenbury6563]

Tries to make it Christmas-y ends up with an abomination unto God. Classic Code Bullet. Also the end was super hilarious.

[@kirbystar634]

And i thought i sucked at flappy bird

[@dannydevitofan6101]

You talking about the sponsorship?

[@j9rd115]

Disclaimer: the following message is not related to the comment or the video CodeBullet, I'd like you to know that people want to be entertained, with your content it's the progress what makes it entertaining. Your video 'AI learns to play google chrome dinosaur game || Can you beat it??' is an example of that. That video focusses on the progress. You show the parts where the AI learns from it mistakes and makes changes. The more you focus on progress, the more views you'll get. Another example is the game 'getting over it'. In this video Bennet Foddy says that 40% doesn't come passed the climb with the lights kzbin.info/www/bejne/eorNk3aAjd2Kgsk

[@stardown77]

5:30 So fast you're going back in time.

[@IcedDoubleYT]

You can play with that a lot

[@helyxmusic]

this is actually physically correct😂😂😂😂

[@Guitare_picking]

It's because of the frame rate. Remeber the "Nyquist Frenquency" from the school ? It's time to revise your z-transform.

[@ut.summer2114]

leratluci r/whooooooosh

[@toastedbiscuit1400]

XxSummerxX ihavereddit

[@khalilbouali3480]

THIS IS GEEENIUS, your hard work really pays off, the fun presentation as weeell hahahah, keep up code bullet

[@abhirajbhokare1989]

I truly love your channel. Keep doing the best work. Such creative videos you’ve on this channel. Just subscribed! Officially the first viewer of any video on this channel. I’ve never witnessed such awesome editing as this one. Following your channel from the last two years, interesting content! You’re working so hard, may all your wishes come true. Congratulations on your first 10K followers, may you reach 100K soon. Whoever is reading this, never give up. God is with you. When watching your videos, I accidentally hit ‘like’ and never knew when. The moment you came here is at 05:17. Love this video, I think I’ve watched it four times.

[@vee9066]

me: watches this in summer code bullet: christmas! me: yay christmas

[@pokedex2d176]

Vee same xD

[@Bob_Phigglebottom]

Same m8

[@AeonAnuj]

Ys

[@awesomeexplosion3852]

here in the land down under, Christmas is in the summertime, so yeet

[@villical]

well for us aussies, yes, yay christmas

[@PhoenixCNSTL]

50 years later: AI learns how to kill a human

[@MimOzanTamamogullar]

kzbin.info/www/bejne/nIa1eWuwaM2VbLs Are you living under a rock?

[@xdtrollers5525]

@@MimOzanTamamogullar s

[@xdtrollers5525]

Yee

[@deadpirateroberts9937]

Phoenixster YT u can make it learn to kill a human rn its just that people dont want to make an ai like that

[@jamietomalin3815]

What would be the point in ai killing us we would be more useful to then Alive.

[@onehornstudio7152]

Thanks for the input value. I was trying for a week and finally it worked with your input.

[@SevenIsaCannibal7]

Alright so what I think impressed me the most is how the flapping is in sync with the music for good portion of the song. That’s nuts

[@soynutsandkale5286]

Did we just watch a guy flex on us about his coding skills for 7 mins?

[@iamspeed403]

SoyNutsAndKale Yes yes we did

[@soynutsandkale5286]

Vanilla Coke Zero Love Ur Name

[@marcphilipp7428]

His channel is flexinc in us

[@nullpwn]

Now that you say it..

[@strikerbear8507]

Yes

[@dinardinar2657]

He didn't just make an AI, he also recreated the game

[@HexicSnake]

Dinar Dinar he does it often

[@TomB09]

He would have to study the code of the game, which takes longer than writing it himself in this case

[@Sonu-hx9wx]

I made it 59

[@LyricLaude]

In a day

[@slojcabronas858]

It's a lot easier if you have a source code (or make one) so that you have easy access to all variables and inputs

[@hongyichen0611]

Great job! Merry Christmas!

[@TheMarshmallowMushroom]

the crummy Santa hat animation (starting at 6:22) gives me life

[@user-eh7rz1vf2u]

It went so fast it looked like the pipes went backwards

[@LP-ir3op]

Funny thing is that I think that's actually the way they go.

[@bllllllllackbirdie]

@@LP-ir3op my brain, wtf.

[@bazinga479]

@@LP-ir3op It Isn't, It's just a illusion...

[@svenfransen4605]

You would be okay saying the bird looked like flying backwards... the pipes don't move at all the bird does.

[@creatureofhabit7049]

@@svenfransen4605 you have never coded a game right?

[@NickZGames]

AI: What is my purpose? Evan: You control a bird who twerks to fly and bypass copyrighted pipes. AI: Oh, God. Evan: Yeah, welcome to the world pal.

[@abhishek_soni1]

Rick and Morty reference.

[@grounds_up3780]

Nick Z Games well the creator killed himself so he’s not gonna sue him...

[@fredthespear4923]

Grounds_ Up oh.....

[@markassbrownie2357]

@@grounds_up3780 bullshit he's very much alive and well .

[@liber2350]

Nick Z Games I’m pretty sure that’s a cheeseburger with wings

[@TheMOfficial500]

I love how everyone just skips to the demonstration part

[@EnsignLovell]

Bweeer, nice vid, nice code, nice editing... Especially the passive aggressive message to that 1 bird. :P

[@afuzzylemon2521]

Did anyone else think it looked like the game was being rewinded when he was speeding it up

[@drsatheeshkrishna]

Nyquist principle

[@locococo8961]

@@drsatheeshkrishna ?

[@drsatheeshkrishna]

@@locococo8961 Google it. As sampling rate becomes let's than half of the frequency, the direction can appear changed. The reason why fast propellers of aeroplanes or fast spinning wheels can appear to move in the opposite direction

[@hiimarobot1903]

@@locococo8961 remember hand spinner , and levitating water

[@afuzzylemon2521]

Woah my comment got so many likes

[@brandonwyffels8002]

Next video: AI learns how to hit the snooze button

[@adeshpoz1167]

Evan=destroyed. 😂

[@Lukas99g]

11 minute snooze is finally defeated.

[@orbital1971]

@@Lukas99g scp foundation:stay where you are

[@zebr0]

AI learns how to AI

[@virginialao5132]

Birds: I do be vib’in towards the music

[@nicholasleclerc1583]

You haven’t taken into account the increase in speed as the game goes on; and it probably makes the variability of the heights of the gaps even harder to maneuver with, and that’s another level of difficulty for a machine-learning algorithm that emulates the rational aspect of human learning; There should be an algorithm that “randomly” chooses the following pipes to put, as well as the different speed at which the screen moves (so all in all how much curve balls are going to be thrown at the machine-learning algorithm), according to the objective & narrow criteria of how many possible paths, between the pipe that’s just been crossed and the one right after it, can the bird take; or rather it should calculate for how many times/way can the bird mess up between those 2 pipes and still be physically able to pass through those pipes

[@moore2318]

Yea

[@gavinpoperechny1610]

AI Learns “Getting Over it with Bennett Foddy” that would be so fun to watch!

[@thefirekonaai8919]

Wouldn't he have to make the whole game then? it's a long game

[@huseyinfurkankardiyen2104]

@@thefirekonaai8919 Can not he use original game for this ?

[@thefirekonaai8919]

@@huseyinfurkankardiyen2104 He doesn't use Unity to code his A.I. so he wouldn't be familiar with the code language

[@subscribetopewdiepiedaily5768]

Yes.

[@benrosen5917]

He probably couldn't recreate it. He doesn't use the real game, remember.

[@user-jz6ui8hk7e]

*AI learns to fix my parents’ marriage*

[@ImAlbo_]

Ali GAY F

[@beechtownorganics7226]

Pray to the Lord Jesus and he will.

[@dakka2244]

F

[@sozeztyy7528]

Phoxu you must be fun at parties

[@halfjack2758]

F

[@bullen1126]

I really just watched a video that where uploaded yesterday and it was also sponsored by brilliant. Funny how they are still sponsoring 😂

[@moisesmiguel897]

I watched ur videos like 2 years ago thinking what you were doing was magic, now I recreate small games like this and add ML to them for fun. Thanks for the inspo bro

[@rowniz5001]

If(bird touches wall){ Sout(dont touch) }

[@DeathMetalSon]

He used CODING and ALGORITHMS to make them not hit the wall

[@rowniz5001]

sarcasm /ˈsɑːkaz(ə)m/ noun the use of irony to mock or convey contempt.

[@online_cat]

@@DeathMetalSon if (bird about to touch wall){ (Dont) }

[@thatoneguy9582]

Animation Hub yeah that works

[@MegaKillMeister]

@@rowniz5001 r/woooosh

[@TrimutiusToo]

The question of the day... WIll the grandma overclock her rig???

[@v1mz]

Timur Sultanov of course, all she needs now is a gtx 2080

[@bohmel]

Nah gonna need that RTX Titan

[@Echozkii]

I’m just gonna watch her not know which is better she is going to get a gtx 950 or something

[@thelegendaryck]

I bet she will crack records with her rig

[@user2C47]

Probably not. Most old people barely know how to use a computer.

[@AeroDogMusic]

I love how this video was made around Christmas 2 years ago and it popped up in my recommended today

[@heaven_uman6389]

So Here You Go, Merry Chrismas! *flappy birds devours the Universe*

[@vyable]

the bird was a paid actor.

[@Geoform187]

The A.I. was a stream sniper.

[@vyable]

Herleik Holtan ^

[@adamxue6096]

No the pipes were clearly the paid actors. The bird ain't got nothing.

[@cheeselord8153]

Herleik Holtan he means this isn't very educational I think

[@cheeselord8153]

Herleik Holtan yeah I'm just good at that sort of thing

[@Pedakin]

The time it takes for this video is truly remarkable. The coding, editing, animation. I hope you have a team and it’s not just you cause wow.

[@Johnithinuioian]

The coding (for this AI), editing, animation are at a basic level. What is truly remarkable is the content that he's delivering with them. Got it?

[@alsdros1183]

@@Johnithinuioian chill

[@Johnithinuioian]

@@alsdros1183 Why do you believe I was not chill?

[@alsdros1183]

@@Johnithinuioian just cause xD

[@denomoable]

Johnithinuioian who tf says “got it” thats why he said chill

[@jackwilder2544]

You know code bullet you made a great Christmas episode It's a very just like Christmas.

[@royaljunior2125]

"I'll just check KZbin for a while-OMG IT'S BEEN 2 HOURS!!!" Basically everyone every

[@laxminarayanbhandari855]

Me right now

[@synexiasaturnds727yearsago7]

This is the best song every

[@madarauchiha1174]

The faster it gets the more it feels like it's going backwards.

[@simonscherer2821]

Like wheels of the car on the highway😄

[@DavePelle]

Aliasing problem

[@benchervek5629]

Its called the Qamuachi effect bruh

[@coochiemeowmeow2210]

Madara uchiha yeah cuz there’s no reference point in the background, it’s only a still picture, if there was a tree he passed every now and then we could tell

[@kirbgaming8192]

Then when it goes faster the everything goes forward *visible confusion*

[@rdw7505]

Oh this is pretty cool, It keeps going forward 5:28 *OH GOD ITS GOING BACKWARDS*

[@chocopuff]

i searched for this comment 😂

[@pong5592]

@@chocopuff yep

[@BreadstixTheAnimator]

Slow it down to 0.25 and its impossible flappy bird

[@sixaj]

@@chocopuff I also LITERLY searched for that comment to see if I was the only one

[@stevethea5250]

@@pong5592 too fast

[@HTWwpzIuqaObMt]

Neat algorithm is a rlly good alg for this type of situations. Would like to see you using other algs too tho:)

[@coltpup2]

you honestly got me interested into machine learning and neural networks. im getting into deep learning rn with my first project

[@PatoHeroe]

He: I'm gonna sleep to enjoy my 12 hours for beauty sleep. Me: *awake at 4a.m*

[@dominicthegamingnerd8650]

And so is the life of quarantine for millennials

[@Libra623_]

You cant wake up at 4:am, _If you sleep at 6:am_

[@OkthenBi]

He

[@stolencoffeebeans]

Denzel Heathcote sleep 101

[@logwolfyt2010]

Lol same right know

[@FelpsFon]

1:57 " *twerking* jump mechanics" hmmm...

[@themankycater5615]

Mr. Alpaca yes very nice

[@randomautist1593]

thiccness

[@laserbean00001]

Thiccness

[@TheRealJochen]

2:50 Minecraft KZbinr: So I did some building off screen. The building:

[@rikorahman6962]

Plot twist: The flappy bird is actually playing the music by hitting the bars

[@equilton]

5:30 I can't be the only one seeing it go backwards Edit: now I can see it both ways...

[@timetraveler3806]

Equilton I see it too

[@bundleoffuck2986]

I don’t. Lol

[@BLVCKSCORP]

It depends on ur eyes, ppl see it differently

[@xenorac]

@@KnightandDay33Its a strobe effect, that is all

[@vincentth3041]

I saw it to i think it depends on the frameratr

[@PlayPerfecto]

A few lines of code. *Writes essay*

[@justas423]

That how code works sometimes. And by sometimes I mean always.

[@balajisharma9980]

Programming has always been on my badside so I think this guy deserves respect for his talent

[@wierdwackkerronii5838]

Hello past Code Bulet you accaully got 2.4m so I want to say congratz for getting it. You are my inspiration in why I take IT course and I drop out

[@p.c.2438]

Just waiting for the first AI rage quitting of history EDIT: Nevermind, the AI whooped it. Praise the AI

[@unitrader403]

well, there was once a tetris ai which 1 frame before game over did the only move left which prevented it from losing.. pause the game forever :D guess thats close enough

[@ganaraminukshuk0]

@@unitrader403 The only winning move is to not play the game; also, are you referencing Suckerpinch?

[@kevinrdunnphs]

The AI only had one synapse, all it did was flap if it was below or at the level of the bottom pipe, the whole AI could just be one looped if statement

[@Cynadite]

A.I. learns geometry dash.

[@fluff2689]

Impossibru

[@ethanstuart5945]

"AI learns to play flappy bird" that's how you know you reached the weird side of KZbin

[@allawhussein]

The sponsorship is amazing 🤣

[@HipProGamer]

Is it just me or when the bird is going ultra mega fast it looks like he is going backwards

[@legendfrog5762]

Ya

[@GothicCorvid]

Nah it's not just you

[@carissamace]

I forgot what it’s called and it’s cool

[@nonchip]

@@carissamace it's called framerate :P

[@simonprecheurllarena]

It’s called the stroboscopic effect, and yes, it is linked to the frame rate :)

[@pixel4712]

1:50 i feel uncomfortable with tweaking being changed to twerking

[@shukaku8772]

Ikr

[@sosogo4real]

@@isaacmcclure t h i c c n e s s

[@TheGauges420]

He has a lot of different little spelling errors like that lmfao. I think he does them all on purpose.

[@marshy_vr9287]

CB: gives birds hats Game: “THE BIRDS HAVE HATS, ACTIVATE IMPOSSIBLE PTSD MODE” CB: “I tried to make it Christmasy but it all broke 😕“ Game: “Well done boys we did it we beat the birds with hats”

[@robertcode5240]

Its 2021 and I just watched this, its awesome!

[@4coolkidz91]

This is basically like naruto using clones to learn Rasenshuriken

[@stevethea5250]

Or get another plumber. My plumber took one look at my leak and immediately said, "This will be hard to find. I'll call a leak detection guy."

[@kendrakrust1244]

@@machranCALINTZ no u

[@tusiekcat]

Yeah

[@user-xs4me2wg4c]

@@machranCALINTZ r/youngpeopleyoutube

[@kendrakrust1244]

@@user-xs4me2wg4c r/rareinsults

[@spr1nt942]

The “FASTER” part was like an anime battle.

[@axceedsora1679]

Remember me of BLEACH at hueco mundo 😂😂😂

[@KoopahPlaysMinecraft]

Motto haiyaku! Gotta go faster!

[@bullet996]

SAO anyone?

[@KoopahPlaysMinecraft]

@@bullet996 gotta go faster, starburst streaaaaaaaam

[@leonm.burroughs4807]

"On the last episode of FLAPPY BIRD Z.."

[@danielmartin9057]

1:55 am I the only one who caught “twerking” instead of “tweaking”

[@misguidedsaint3693]

Pretty sure it was intentional, but yeah I noticed the first time I saw this

[@NAFProjects]

It took 6 generations. To make literal gods at Flappy Bird.

[@elburd]

*coding is God language*

[@christianmartinez5676]

Yes

[@endobendo7457]

Yes

[@cloud3400]

Yes

[@puannurrizqia8291]

Yes

[@anyny9669]

Yes

[@franciasii2435]

AI plays Kerbal Space Program. You better clear out your calendar because that will be one hell of a feat.

[@cringeyusername7459]

Please see this code bullet

[@randomcrapingsofus1184]

YES

[@tf3confirmedbuthv54]

That game is bugged to death.

[@Sharpless2]

Nano shuttle! 0.9 tons to Eeloo and back! STRATZENBLITZ IS TRIGGERED

[@Sharpless2]

@@tf3confirmedbuthv54 No. The latest update (1.6.0) fixed alot. Even the RAM issue.

[@prismgod1904]

code bullet : can't make special 500k subs video also code bullet : this video

[@AICoffeeBreak]

Wow, this channel never fails to entertain! 👏 Keep spoiling us with great content, ok?

[@KunalSharma-so6jv]

Im a computer science engineering student and the amount of Inferiority Complexions I get from this channel is almost suicidal 😂😂

[@TheJamieKeely]

kunal Sharma Like what?

[@KunalSharma-so6jv]

Emily Norris Lol! What what? The joke ain't that hard to understand!

[@KieranHolroyd]

@Reunite The British Empire He said he's a student, chill.

[@sanjixfarron7447]

Haha I'm also a computer science student and I dont understand anything- _I mean I'm not learning codes properly yet bUT dhrjfj_

[@triplechocolate]

Reunite The British Empire weird flex but ok 👌🏼

[@FinnKid1]

3.8 million years of human evolution and this bird evolves to be god in 6 generations

[@noitnettaattention]

That means your "almighty" theory of evolution is bunch of sick crap !!!

[@birchbuzzbee3984]

noitnettaattention no, it just shows how fucking simple this game is

[@rubixsentinel9]

@@noitnettaattention Maybe you'd like to go and research a theory better than the current human evolution theory.. We'll wait..

[@noitnettaattention]

@@rubixsentinel9 ??? Huh ?

[@dinh6327]

Rubix Sentinel God is our creator but instead of it being a theory it’s true

[@gmizzac]

Lol. The Christmas version is the best. 😂

[@whatd0605]

This was the best christmas episode of something I've ever seen.

[@timo5628]

4:41 Did I really spend like 2 minutes to Pause to read this damn text?

[@toasty7408]

Timmi Germi if you spent two minutes reading that you are a damn idiot

[@flamingrubys11]

@@toasty7408 he mant 2 minutes trying to get the frame

[@grantdalenberg1997]

or you can just use the "" keys to move forwards or backwards a frame at a time

[@toasty7408]

Grant Dalenberg or click on one of the links that people put in the comments lol

[@thomasfplm]

@@grantdalenberg1997, not on the phone.

[@therealcoachpotato105]

Him: does in day Also him: still takes 3 months to make

[@BRUSDHDFhd]

Editing vid

[@ansaine]

When you go so fast that it looks like you're actually going back

[@xxwitty_gachaxx8711]

I love how Evan just needed to change one sprite to have a Santa hat and broke everything.

[@VeryEpicPotato]

Next up: AI learns to code

[@Echozkii]

I wonder how long that would take to make tbh

[@catlover1781]

👌

[@rb1471]

They have models which can generate code which looks entirely real and is syntactically correct, but the problem is that when you go line by line it doesn't really make much sense. We need a method which can create code and make sense of it at the same time.

[@user2C47]

Next up: AI learns to conquer the world and force humans to become cyborgs to have increased mental capacity.

[@autumnleaf5050]

It will destroy us lol

[@petfama4211]

Do Tetris!

[@shakkar23]

Yes we need this

[@shakkar23]

If he reads this he needs to not forget SRS and Hard-dropping

[@processedpotato9378]

Yes

[@suwinkhamchaiwong8382]

Just gonna pause forever.

[@bernardomoreira]

@@shakkar23 no, he should follow classic nes rules.

[@SebTiffou]

Loving videostudio bro

[@BbB-vr9uh]

I love how the birds motion syncs up with the music

[@dancagurli]

I don’t know why KZbin recommended this, but here we are

[@heavenly5817]

looking at videos at night

[@Sarah.Merton]

Same

[@addisoff5808]

Same

[@ienmIE]

Same

[@mellor88]

Same

[@wasOnceBigJ]

5:30 it goes backwards in the human eye

[@groinBlaster31]

Look up aliasing

[@alexknudsen9187]

Welp guess im not a human.....

[@kappaspammerderzweite5884]

no it actually goes backwards lul, set speed to 0.25 and it will still go backwards

[@groinBlaster31]

@@kappaspammerderzweite5884 look up aliasing. At the recorded speed it looks like it's going backwards.

[@kappaspammerderzweite5884]

@@groinBlaster31 i know what aliasing is. i just wanted to point out that this is not the human eyes fault in this case, but rather the recording :D

[@FDKeroks]

Hello from 2021 and Merry Christmas!!

[@shantidoesntexist]

The change from talking to the music when you started on drawing the bird really needed a headphone warning, damn.