For those curious, Tensor-Board graphs for the final trained model showed "block frequency" way higher than "punch frequency". For some reason the AI resorts to blocking more than punching. I will be sharing more data and answering questions regarding the simulation over on Twitter: x.com/cozmouzz
@supreetsahu1964
3 ай бұрын
I know how to solve it @cosmouz make the punch rewards a quadratic function in punch velocity, currently yours seems linear
@bluestone-gamingbg3498
3 ай бұрын
@cozmouz whats the music at 3:54 ??? Can i have the title? Could anyone provide me the title?
@mattstroker3742
3 ай бұрын
If they are trying to respond to each other's movements also, from the total begining, even before they learned how to stand, then you might be pushing them way too hard.
@chad_usa
2 ай бұрын
@@bluestone-gamingbg3498 Ben Elson - 89
@ssrvendra
2 ай бұрын
sir, feed them some basic martial arts data and then challenge them with 5 more simulations. see if they improvise
@amazingnacho2177
3 ай бұрын
I would say that you need to keep an energy parameter. The reason we don’t see fighters constantly using these dance movements is because it would drain their energy. Add a limited energy parameter and you see better results.
@pedi-kun3978
3 ай бұрын
i see any human doing this dance movement will get tired extremely quickly any machine will also wear before get into the fight
@amazingnacho2177
3 ай бұрын
Yeah, so hopefully they would learn to min max their stamina
@philv2529
3 ай бұрын
But that martial art already does exist it's called capoeira
@JohnDoe-jp4em
2 ай бұрын
@@philv2529Yeah and nobody in MMA fights like they are doing Capoeira... Besides, Capoeira is relatively slow, sweeping movements, not hectically spazzing out in random patterns. A human could do this for maybe 20 seconds before being exhausted
@rotorblade9508
2 ай бұрын
yes but they might get tired at the same time
@lastyhopper2792
3 ай бұрын
That's what happened when there's no energy cost for every movement. The fighters' movements simply become erratic.
@BRAZILIAN_MIKU
2 ай бұрын
Not really cause you would still be able to be punched or kicked in the face and since your hands are just spasming everywhere you wouldn't be able to block it 2 boxers without stamina limit would be like 2 mike tysons, only in fighting and consistently shortening the distance as fast as possible
@MystiKhaos
2 ай бұрын
they move this way because they dont see the floor, only the movements'sopponent. so they dance with each other only
@KillaAhmadilla
2 ай бұрын
I think another big factor is they learned to balance. I don't know if they can feel balance the way people can. Their erratic movements are probably to some extent over-corrections.
@BRAZILIAN_MIKU
2 ай бұрын
@@KillaAhmadilla that only expains the overcorrection of the legs, the arms spasms is their failure at learning how to throw a punch
@KillaAhmadilla
2 ай бұрын
@where_is_sauce You're not wrong. A punch with a bad stance isn't going to be particularly strong though.
@gat0anonimo
2 ай бұрын
Mfs had hundreds of millions of fights just to end up fighting like my drunk uncle
@wesleysilveira5692
2 ай бұрын
at the end of the day, thats amazing, its a energized rock that thinks by itself (the computer), and they're evoluting as our species did. if you let them train billions or trillions of fights, they gonna come with insane techniques i guess.
@bantakkor8039
2 ай бұрын
Already looks insane ;)
@PlatinumStrikes
2 ай бұрын
Nah this was funny 😂 made me laugh out loud
@mikeblalock4116
2 ай бұрын
@@gat0anonimo hey! Are you my nephew? xD I'm better sober damnit
@cosput
2 ай бұрын
Have you considered that your drunk uncle is a synth?
@fractgate6824
3 ай бұрын
Yellow: shallow and consistent strikes. White: either misses or leaves a crater in Yellow's ribcage
@Godly_Chair
2 ай бұрын
fr
@McCarthy1776
2 ай бұрын
I didn't see a single strike in the whole video
@alexbruns5082
2 ай бұрын
"ShAlLoW aNd CoNsIsTeNt StRiKeS" also yellow (and white): 🤹♀🤹♀🕴🕴🏋♀🏋♀🤸♂🤸♂🤸♀🤸♀🤾♀🤾♀🤾♂🤾♂🤞🤞👉👉🚴♂🚴♂🏌♂🏌♂🚶♂🚶♂🧎♀🧎♀
@adsmarket_1
2 ай бұрын
@@alexbruns5082 went straight over bros head
@jedimasterjoe5386
2 ай бұрын
Like Derrick Lewis
@midbell
3 ай бұрын
i am no longer afraid of AI killing off the human race
@nubbs4753
2 ай бұрын
You’re fucked in a dance battle
@Anthonybrother
2 ай бұрын
Killing us with their awesome dance moves
@princesaini4975
2 ай бұрын
The ai watched rumble the movie
@dtester
2 ай бұрын
@@Anthonybrother Yeah, we're going get served!
@RenzitoARG
2 ай бұрын
Remember a few months ago when AI couldn't draw a hand? Then Sora happened.
@cris89631139
3 ай бұрын
It might look dumb at first glance but they are feinting each other faster than a human could almost instantly leaving no openings so they have to constantly change their angle of attack and cancel it/turn it into a feint midway through, maybe you could get better results if you train 1 AI to be proficient at attacking an evasive target that could also block (likely with motion capture), another one to be defensive by evading and blocking, and then combine both. Or maybe I'm just wrong and it will be the same result.
@mattstroker3742
3 ай бұрын
No, I read multiple tips in the comments thatcwill for sure aid the models in the end, including yours.
@sectix
2 ай бұрын
They just need a reaction time. If they reacted a few hundred milliseconds later to each movement of their opponent, they wouldn't do this.
@BAGELMENSK
2 ай бұрын
That first thing you said is definitely not happening.
@BRAZILIAN_MIKU
2 ай бұрын
They aren't feinting each other because they weren't trained to feint, there are multiple situations where a normal hook would get them but they don't throw it cause they don't know it. When you are about to throw a punch but the person dodges you don't need to cancel the entire punch, you just adjust to where the person is or you throw another type of punch
@visartistry
2 ай бұрын
They are not doing shit, they are figuring out how to punch. We know how to punch because we have innate information about the functioning of our bodies. They are not even aware of their bodies. They just move a certain combinations of joint around and if it satisfies some parameters they tend to repeat It. I think you should just leave them training for months and we will see progress.
@jaydenstewart190
3 ай бұрын
Fights outside the pub 3am in the morning 🥶
@10aelbeg22
2 ай бұрын
After drinking 1Million gallons of alcahol
@RRKS
2 ай бұрын
@@10aelbeg22 Due to the speed, i'd certainly think there's some coke, meth or whatever "up" drug involved as well. Maybe all of them
@russkiy225
19 күн бұрын
@@RRKSreward is a drug for them, that's why they got kinda worse, you need to make penalty for existing so they get dads belt every nanosecond so it would be ultra instinct instead of drunk uncles fighting each other
@micahkent4093
2 ай бұрын
I wonder what would happen if you were to add a reward of something like “making the least amount of movement, but causing the most impact to the opponent.”
@thepotatotaxi2430
2 ай бұрын
Stiff jab spam i assume.
@storiesreadaloud5635
4 ай бұрын
The spastic synthwave dancing is genius
@deeOOgh
2 ай бұрын
reminds me of kzitem.info/news/bejne/xKeGqmh3ZpR8gXY 😄
@roux6715
2 ай бұрын
@@deeOOghI clicked this expecting you to be a bot comment, I was happily surprised, thank you for sharing drunk russian dancers with us
@nanja7773
2 ай бұрын
@@roux6715u thought they were a bot and still clicked?
@roux6715
2 ай бұрын
@@nanja7773 well unlike bot comments the message actually makes sense as a reply to the original comment and wasn’t just ‘this is the clip you’ve all been looking for’ or whatever
@ChineduOpara
2 ай бұрын
That's literally the only reason I watched the whole video... then WATCHED IT AGAIN 😂😂😂
@shubhamroychandra5914
3 ай бұрын
They are trying to balance using their hands not standing on feet
@bensoncheung2801
2 ай бұрын
69 👍
@RenzitoARG
2 ай бұрын
True, so do we... That is why we balance our arms as we walk and run.
@ryanoschwald7551
2 ай бұрын
Yeah gravity needs to be implemented here so that they're More planted
@rumplstiltztinkerstein
2 ай бұрын
@@RenzitoARG Are you saying that you are incapable of standing up without using your hands for balance?
@RenzitoARG
2 ай бұрын
@@rumplstiltztinkerstein One thing is standing up, another is to balance. there's a huge mechanical difference. You can observe it in babies. They first learn to stand and then to walk.
@geraldpujaya6682
2 ай бұрын
I think the reason it looks jittery is that they have the minimum possible reaction time. Meaning that they would react to the opponent's movement as soon as it happens. And if both avatars act like that, it would explain why the block frequency is higher than the punch frequency.. because both of them are reacting very quickly to any movements the opponent makes. Also if you have this in mind while watching the fight, you'll realise how cool these combat robots are, and that humans probably wouldn't be able to fight them in the ring
@bradfordprice3781
2 ай бұрын
It takes the human 160 milliseconds to register an opponents movement. The average punch travels 31.68 feet in that amount of time (starting at 0 mph and ending at 12 mph at impact). Part of fighting is learning to "read" the opponent, typically called "fight IQ," by experienced fighters. That's the part that AI will need in order to conquer mankind.
@Oren_is_tired
2 ай бұрын
1 mean left hook and they're done
@daniiii888
2 ай бұрын
The AI just has ultra instinct, that’s why it can react so fast smh my head
@Templarfreak
2 ай бұрын
you have to keep in mind that they have very limited experience and its incredibly difficult for them to learn from experiences with a real human fighter (or hell, even against each other).
@alwest4472
2 ай бұрын
@@Oren_is_tiredwait for them to complete;y dodge then punch you
@sirhoog8321
4 ай бұрын
Fights with your brother be like:
@rotorblade9508
2 ай бұрын
they are worse than toddlers 😂
@wasabininja4749
2 ай бұрын
More like telling someone with adhd to stand still
@antonellisamuele6569
2 ай бұрын
More like your little brother trying to fight you
@aykarain
2 ай бұрын
@@antonellisamuele6569plot twist: he is the little brother
@Timfoil0
2 ай бұрын
@@rotorblade9508nuh uh
@bladeplays7389
2 ай бұрын
“Bro fighting demons”
@RealKnarli
2 ай бұрын
This feels like watching 2 stand users fight but I don't have a stand
@navada4269
2 ай бұрын
This is a banger
@alibeknorbekov5963
2 ай бұрын
Fr
@Shmethan
2 ай бұрын
Lmfaoooo
@aquafox8732
2 ай бұрын
The "damn bees attacking my face" dance
@saschahofmann2421
4 күн бұрын
I can no longer un-see it.
@remipoujoulat7759
2 ай бұрын
What happens when you want to be a boxer but you're epileptic :
@ChineduOpara
2 ай бұрын
...and you end up at a rave😂😂
@ln9593
3 ай бұрын
It can dance better than me at any rave
@InnerEagle
3 ай бұрын
Wait until they understand how capoeira works
@djashes
3 ай бұрын
Rawe*
@shanewarren8583
2 ай бұрын
came for the boxing, stayed for the dancing
@RRKS
2 ай бұрын
At the beginning of the video i was thinking that the best part of these AI videos are seeing the guys just struggle and fall flat. I was proven wrong with those amazing moves. He secretly taught them to rave
@adrielbetancourt7010
2 күн бұрын
Fr fr
@hasangarmarudi2178
3 ай бұрын
We all been watching 15 min to see a snail brain to learn fighting 😂
@Verrisin
2 ай бұрын
pretty sure snails have WAY more neurons XD
@amuronam1345
2 ай бұрын
1:10 “the most complex object in the whole universe, the human brain.” -Human brain
@pixeldoor4792
4 ай бұрын
"A ragdoll without a brain is merely a corpse; so lets give it a brain" Absolute BAR
@CitroChannel
2 ай бұрын
You might not like it, but this is what peak combat performance looks like.
@381delirius
2 ай бұрын
"capable of balancing with ease" *Agent continues to gyrate every limb uncontrollably*
@ChineduOpara
2 ай бұрын
But you gotta admit, that last dance-off was SICK 😂
@jaygorst8121
2 ай бұрын
8:26 i know what its like to be the gold guy in that scenario. Ive fought silver guy outside a club and just stood there like 'wtf are you doing bro?' While the guy took himself out 😂😂😂
@Arda-b6k6x
2 ай бұрын
5:27 he did a spinning kick that was awesome
@RealGhostface-y9b
2 ай бұрын
Born to drunken fist,forced to box
@voidspawn7637
2 ай бұрын
10:10 this is literally how school fights are 💀💀
@screamingeagle1018
2 ай бұрын
0:44 "..but to ragdoll without a brain is merely a corpse" - my new favourite quote
@babyoda1973
3 ай бұрын
Sound track was perfect for the silliness 😂
@ChineduOpara
2 ай бұрын
It was amazing!!
@AdeshBenipal
4 ай бұрын
wait.. I totally did not realise that you were such a small channel....the video quality is awesome!
@RayaneAtd
3 ай бұрын
I thought like he has 200k
@bantakkor8039
2 ай бұрын
Looking at the ragdoll model, it has a lot of "joints" for its hands but only two for the feet, our feet are basically hands as well, so it might help with learning to balance if you made the feet more complex as well. Also, we are able to use our muscles with unequal emphasis stabilizing 0-100% on one leg alone, maybe there could be a mass X for the upper body which needs to be stabilized but can be shared unequaly between the legs, with shifting percentages. Anyhow, they need way more standing and walking before they can fight. :)
@cofftps67yago94
2 ай бұрын
I love how at the end of the video it becomes a techno dance battle/moshpit of two/drug addicts having a seizure
@mhm6421
4 ай бұрын
4:00 I love how they look like they are dancing, can't stop laughing 😂😂
@ChineduOpara
2 ай бұрын
Me neither 😂😂😂
@ГотаБГ
2 ай бұрын
Same 😂😂😂😂
@sgtcole40
3 ай бұрын
I mean... it might have been a good fight... if it weren't for those damn bees!
@mrpocock
2 ай бұрын
What everyone else said. It is hilarious, and it is because there is no need to be economical with an energy reserve. Some cumulative refractory period on the muscles may help. It should learn to not exhaust them, so be static stable instead of dynamic stable.
@redstartrooper6024
2 ай бұрын
3:55 what a non stand user sees when 2 stand users fight:
@Tsukiy0mi_moongod
2 ай бұрын
That's fascinating. Almost like seeing a child learning to walk, but action filled
@sampup6871
2 ай бұрын
this looks so funny its like newborns are learning to fight and walk at the same time
@redstartrooper6024
2 ай бұрын
8:07 literally beating himself up
@DiphonFX
2 ай бұрын
End result looks like a Florida parking lot fight.
@ThisGood1234
2 ай бұрын
10:20 неиросеть настолько точно смоделировала бой двоих пьяных в стельку бомжей около моего подъезда .
@paulensor9984
2 ай бұрын
The art of fighting without fighting
@AIShipped
4 ай бұрын
Great work! You put great effort in making the ai work as well as the editing of the video, keep it up!
@ОСКАРЦЕЛУЙКО-ю7я
3 ай бұрын
Cool music makes those random twitchings soo much epicier
@mayuravirus6134
2 ай бұрын
Dancing WHILE Boxing? Sounds like a mix of Boxing and Capoiera
@MamaTrixxieAsmr
2 ай бұрын
Sounds like it but the end result is more spazoeira
@skitariiranger4346
2 ай бұрын
You'd think so, wouldn't you, but actually its 2 puppets having seizures
@milanstevic8424
2 ай бұрын
3:52 The name of the catchy electronic track is Ben Elson - 89 (released by Epidemic Electronic). I've recognized this track because Ben Elson's work is used as music for the video game Beltmatic (Notional Games), but normally I use algorithms for this kind of identification.
@xkankesx
7 күн бұрын
Thanks, the uploader didn't properly credit the music so I couldn't find it. Any idea what the second one is at 10:40 ?
@milanstevic8424
7 күн бұрын
@@xkankesx KZitem doesn't like any sort of link (even when I'm smart about it), it just swallows my comment, so try searching for Drill Bite by Typekast
@milanstevic8424
7 күн бұрын
@@xkankesx Drill Bite by Typekast (this is my fourth attempt at replying, yt keeps silently deleting my messages)
@xkankesx
7 күн бұрын
@@milanstevic8424 Got that one, thanks! Song reminded me of some of the stuff I used to listen to from newgrounds artists.
@Oren_is_tired
2 ай бұрын
Mf looks like he tryna rap battle with yellow at the end of the balance training
@redstartrooper6024
2 ай бұрын
At around 11:44 there was a frame where yellow’s fist was 1 cm away from white’s head, but it still counted to white 💀, also bro hit a new dance
@issacsven3709
17 күн бұрын
11:22 Like watching someone cast a jutsu with Tourettes and Parkinson's disease
@MkwbeagleIzrahel
2 ай бұрын
Its like two masters got drunk yet still can dodge while starting to punch
@hanivdoniv
2 ай бұрын
Why is everybody talking that the result being a dance is because there is no energy cost system? Even if you put two pro fighters in a only one round fight or somehow give them infinite stamina, they will still not fight like this.
@josecarloslunalara
2 ай бұрын
The drunks fighting at the bar thinking they are in the Matrix 11:00
@RandomGuy817
2 ай бұрын
8:36 bro was getting aggressive
@billwang7891
2 ай бұрын
How I imagine Jake Paul and Mike Tyson fight be like💀
@doodeedoodee
2 ай бұрын
7:20 When you and your buddy take the same amount at a festival but only one of you really feels it.
@spikeytortle595
2 ай бұрын
"dancing while boxing" bro thats just capoeira but for hands
@killzone9810
2 ай бұрын
Also 8:50 I'm pretty sure he's about to unleash a forbidden justu
@SageMuy31
3 ай бұрын
Add an energy constraint/input/ or negative reward that prevents too much movement over the course of a few frames. (That is, why dont you try to make the AI lazier?)
@pudimshogun
2 ай бұрын
Man. The intro made me think it was a Freakbait gag
@bodhi1762
2 ай бұрын
I was going to say the same thing
@antmoundsock1122
3 ай бұрын
3:15 wouldnt you want to use the dot product between the punch velocity and surface normal so head-on punches are more valuable?
@mr.x991
2 ай бұрын
Heck no, i don't agree with the counting of them scores. In at least 2 instances, Gold got a point when Silver should have. Gold was just using minimal hits all fight, Silver was an absolute powerhouse bro. Nah nah mah, I'm genuinely incensed, we need a rematch, Silver WON this.
@medisty.
4 ай бұрын
I hope this video gets the likes and views it deserves!
@killzone9810
2 ай бұрын
8:00 he looks like he's jamming on a made up invisible instrument
@FLAXMS
4 ай бұрын
Excellent video and thank you for uploading in 4k60fps!
@Lethalcompanyvr
2 ай бұрын
In the failed training lesson why does it look like they are emoting at each other💀😭💀😭
@RealTacticalMax
2 ай бұрын
Great work 47, your next mission is to stand up.
@shinybernard0455
2 ай бұрын
A sentient being that you use as a slave, started to train for fighting but to your eyes is just a dance. POV: you're a portuguese patron in 17th century Brazil
@BiggestDuckster
2 ай бұрын
7:34 what was he trying to do here
@DBuilds
2 ай бұрын
Add stamina. use the average amount of punches a human can throw per i dunno 5 mins before exhaustion. Train defense to be more rewarding and far less taxing on stamina. Move to sparring. Reward them for making a full round without running out of stamina. Then reward them for doing enough damage to the opponent the end the fight early. Rerun sim. Should be interesting.
@AgentQQ8
2 ай бұрын
WtF … that’s not some new evolved combat technique. That’s two dudes having seizures.
@Aburaishi
2 ай бұрын
I think a big part of the problem with the final product here is that during balance training, the bots learned to use their arms as integral parts of their balance; the punch training was awkward afterwards because they were still trying to use their hands to balance too much to really ever extend them meaningfully far from their own bodies. I don't necessarily know what the solution is - balance is just kind of a tricky thing to train- but some way to eliminate or reduce the allowed use of arms during balance training would probably allow them to throw punches more freely in later stages
@Aburaishi
2 ай бұрын
Changing the training so that it rewards keeping their torso as close as possible to vertical could also help. And rather than random kick force to the hips, adding random forward momentum to the hands (and maybe torque to the hips, for twisting into the punch) could help them learn to compensate for punches, which could translate more effectively to the punch training stage
@Juel92
3 ай бұрын
Really cool. They actually start developing some form of strategy and technique by the end. Also still prettier striking than UFC legend Ben Askren.
@skitariiranger4346
2 ай бұрын
So thats a joke right?
@alexbruns5082
2 ай бұрын
Yellow: having a seizure White: having a seizure Everybody who says that they fight bad or one fights better then the other is stupid we live for millions of years now and know how to fight. Ai exists for like 5 years and learned more then we do in hundreds Ai will probably be better then us in everything
@NO_ONE_ZONE
3 ай бұрын
4:00 why are they dancing lol 😂😂😂😂😂 It would have been funny to put a song there.
@tiagotiagot
2 ай бұрын
It's like drunk capoeira without the kicks and twirls, and sped up...
@quez900_4
2 ай бұрын
1:49 I’m sorry but u said observations complete wrong “ob-o-way-shins” is what u said 😭😭😂
@CastleRene
2 ай бұрын
I caught it the first time, but I'm just now realizing it.
@dirtpoorchris
2 ай бұрын
Maybe reward it for taking 1 step a second that way it learns to step and fight as importance number 1. Once it takes 20 steps in 20 seconds then it knows that footwork is important as hell. But if you reward it more than once each second it might start tap dancing for needless points. Then teach it if it KOs its enemy it gets x10,000 points so the AI also tries to finish the fight instead of bouncing around for extra points.
@davesmith7976
4 ай бұрын
New video hype Always keep up the good work
@ГотаБГ
2 ай бұрын
4:10 I like how there it's looks like they're dancing 😂
@sirhoog8321
4 ай бұрын
Underrated. Commenting to boost algorithm
@IlliterateSorcerer
2 ай бұрын
10:55 How I imagine deaf people have a rap battle
@TraianoLiberatore
2 ай бұрын
This wasn't invented by a.i. Prince nazeem hamed was a master of this technique and many others had similar style.
@The_official_Roman_Empire
2 ай бұрын
I bet he gets to the cloud district very often
@revolt_4588
18 күн бұрын
?????????
@wanderer0013
2 ай бұрын
Yujiro hanma would stand no chance... We have witnessed the birth of ultra instinct.
@thechicken1477
2 ай бұрын
So capeoira?
@KeterMalkuth
2 ай бұрын
What's really interesting to me is that while hundreds of thousands of repetitions is a lot, it's not actually that much in the scale of learning to use your body. Human children doubtlessly take millions of repetitions of any given movement learning to maneuver themselves during play, athletes at a high level making exponentially more by the time they end their career. These models sometimes seem to struggle with simulating complex organisms in movement, but taken in the context of how much effort is required for a child to learn to use their body, even with built in "code" helping them along, the results are entirely to be expected.
@pariodeusex
4 ай бұрын
well I don't think this model is quite ready for the next terminator but they do seem to have invented a new kind of artform/sport I would call artistic dance boxing :)
@kidpog3d101
3 ай бұрын
The gravity is damped too much it should be set stronger also acceleration of musckes should risr linearly instead of "snap"
@Sergio_752
2 ай бұрын
Good lord, AI learned crackhead fighting style
@coprilettodelnapoli5466
2 ай бұрын
This is what I imagine Dragonball characters see when there is a fight at full speed.
@FurryNonsense
4 ай бұрын
They're becoming sentient!
@2dragonfire514
5 күн бұрын
I love how halfway through they started to try to trip eachother instead of actually punching
@bortinme
4 ай бұрын
seems like they are reacting to each other too fast. human fight they react to each move but ai fight reacts to each line of code
@dumblockdubbed2455
2 ай бұрын
they need some sort of energy system, no human would be able to move this fast without getting tired
@Glax201
2 ай бұрын
The AI right now just knows faster punching means bigger number which is why their movements were so much more wild before they could even stay up
@Chokymilk.
2 ай бұрын
“Drunk people try fighting well progressively getting sober”
@ywjsiabvue
2 ай бұрын
Looks like two kids who challenged each other to fight after school but are scared to actually fight
@sorensouthard927
2 ай бұрын
Crazy how they both started jumping the invisible guy in between them.
@Rileyrose-z8e
2 ай бұрын
Its funny cause if you saw someone coming at you like this all you do is stay calm amd have a well timed puch/kick/sweep and when there down its all over
@erikeriks
2 ай бұрын
Boxing in general isn't a match to realistic fighting without weight divisions where a person can overpower his opponent through sheer force.
@midnightmosesuk
2 ай бұрын
I've seen fights like these occurring outside English pubs for decades.
@sampup6871
2 ай бұрын
its sad that we cant yet repelicate nerves and stuff cuz if the ai cant feel pain and fatigue and conciousness then it cant function as well as a human
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