How is This Possible? | AlphaZero Shows Us the Way

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Alpha Zero wins protein folding competition deepmind.com/blog/alphafold/
Check out the Deepmind's Academic Paper here deepmind.com/blog/alphazero-s...
Deepmind Homepage deepmind.com/
Google Deepmind AI AlphaZero vs Stockfish 8
Semi Slav Defense: Main Line, Stoltz (D45)
1. d4 d5 2. c4 c6 3. Nf3 Nf6 4. Nc3 e6 5. e3 Nbd7 6. Qc2 Bd6 7. g4 Bb4 8. Bd2 Qe7 9. Rg1 Bxc3 10. Bxc3 Ne4 11. O-O-O O-O 12. Be1 b6 13. h4 Bb7 14. Ng5 Nxg5 15. hxg5 Qxg5 16. f4 Qe7 17. Kb1 c5 18. Bd3 g6 19. cxd5 cxd4 20. e4 Rac8 21. Qh2 f6 22. f5 exd5 23. fxg6 hxg6 24. Rh1 Qg7 25. Bc2 Ne5 26. Bb3 g5 27. Bg3 Nxg4 28. Qh3 Ne3 29. Rxd4 Kf7 30. Bf2 Rh8 31. Qd7+ Kg6 32. Qxg7+ Kxg7 33. Rxh8 Rxh8 34. Bxe3 Re8 35. Ra4 a6 36. Bxb6 dxe4 37. Rd4 Bc8 38. Kc1 e3 39. Rd8 Rxd8 40. Bxd8 Kg6 41. Bb6 Bb7 42. Bc2+ Kf7 43. Bxe3 Ke6 44. Kd2 Kd6 45. Bd3
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#alphazero #ai #deepmind "Watch me without ads on your Amazon devices (bit.ly/Agadmator_Amazon) and Roku TV (bit.ly/Agadmator_Roku)

[@josephrose8920]

I love when it's like - you could move this pawn one forward but....proceeds to show an entire alternative game showing how much of a fool you are for even considering it.

[@brunesi]

Yes me too. However I'm rarely able to see this deep in the tree, that's very informative.

[@compulsoryevacuationdevice]

Bruno Marchesi You do realize that agasmator has the chess engine moves on the screen in front of him right?

[@silentoccasion4359]

Yep, just goes to show the level of play in the 3500 area of classical chess

[@Safwan.Hossain]

@@compulsoryevacuationdevice yes

[@SMail_stats]

One day Alphazero will start beating its opponents with Evan's Gambit

[@groussac]

More to the point, if we keep watching Alphazero videos, maybe we will start beating our opponents with the Evans Gambit. Or if that doesn't happen, maybe we can last longer when we play it.

[@dejavulearning121]

There is a game that A0 won playing Evans Gambit.

[@graphixkillzzz]

@@dejavulearning121 vids or it didn't happen >_>

[@SuperSaniyat]

lol for now let alpha-zero remain an English genteel...!

[@dejavulearning121]

@@graphixkillzzz Lets wait for the Aga's video o you just can look for it, it is in the 100 games with opening book that Google deep mind shared on their web page, this way dude deepmind.com/blog/alphazero-shedding-new-light-grand-games-chess-shogi-and-go/

[@randomyoutubehandle1]

"Alpha doesn't mind" I see what you did there

[@MalikBux]

Does Alpha have feelings?

[@clivewarren3403]

Chess is Alpha's talent, but is it really Alpha's passion?

[@everettworld1765]

@@MalikBux No, Alpha is made by company called Deep *Mind*

[@iwilldefeateverysinglejust3826]

@@MalikBux if alpha does its *Detroit become human* irl

[@erikhjortsater5461]

Malik Bux - Deepmind

[@nickmueller1301]

My favorite four words: “Stockfish resigned the game”

[@niterainbow47]

I like, "now stockfish is trying to escape with its King"- more fun when it thinks it still has a chance.

[@MegaUnwetter]

But until now Stockfish is much stronger

[@thepanchamcode]

How does an engine resign?

[@sergeantecho3587]

pancham singh It has a resign function lol

[@medexamtoolsdotcom]

@@niterainbow47 Well it doesn't know what it's playing against. So why wouldn't it think it has a chance.

[@jacksonpope3955]

I have a silly idea on how to determine the World Champion: whomever lasts the most moves against AlphaZero.

[@luciferlight5082]

I could beat alpha zero with my eyes closed and no Queen

[@bruceward9412]

You mean like a pinata?

[@gdal6961]

AlphaZero vs AlphaZero would be interesting

[@evasivoarcane744]

Go ahead, let me hold your beer

[@lipikadebnath9846]

@@luciferlight5082 how?

[@Harriet1822]

"However white plays this, this will be a winning endgame." You've never seen me play.

[@jamessteale805]

Stockfish says it’s a draw

[@alon3304]

@@jamessteale805 that's why it lost

[@stevebuhrt3504]

Even 2 years later, I still cannot fathom how Alpha was up a WHOLE PIECE against Stockfish.

[@AIWRLDOFFICIAL]

What about another 2 years?

[@mikemoore2791]

Alpha is better duh. 😂

[@humanrightsadvocate]

3:40 Alpha Zero approves GM Ben Finegold's imperative "Always play Kb1!"

[@dyssemiamoeba718]

And "Rawr"

[@ondravisek463]

Would love to see game Carlsen vs Alpha, courious how much moves could Carlsen stand

[@firhanstyle8271]

Yes

[@mrmarkstv6585]

If Carlsen came really prepared he would hold I think to move 30-40

[@adriantura7227]

i think he can maybe hold it to a draw, since stockfish relies on pure calculation, but carlsen besides calculation has very strong intuition and natural talent.

[@dixitjain1726]

@@adriantura7227 Draw with Alpha !! You high or something? You don't need intuition when you have each possible move and its counter move in your memory ...

[@K4inan]

@@dixitjain1726 It doesn't. That's like a trillion trillion trillion moves lol

[@thewiseguy6750]

The AlphaZero style of play refutes the common ground of our era that one has to play safely and defensively like the engines pre-AlphaZero. This makes me hopeful that the least interesting and most boring era of chess will be over soon. Great job once again @agadmator, show us as many games from AlphaZero as you can, we love this machine!

[@focusaddiction3460]

Chess is over, the WC was proof of it.

[@comicbutserious263]

The Wise Guy Actually i wonder, what happen when alpha play itself, does he still play aggressively or does he only play aggressively because of stockfish innacuracies

[@motazal-hyari692]

@@andriusk5044 i think if we reach a perfect game then who ever is white will always win

[@thewiseguy6750]

@@focusaddiction3460 AlphaZero makes me believe

[@thewiseguy6750]

@@comicbutserious263 That is a great question and I was thinkinh about that too. I think that this is not because of Stockfish inaccuracies because many of AlphaZero's sacrifices come from pure positional, intuitive play and not from accurate calculations.

[@florin.lupascu]

"I don't think that an artificially intelligent system that has superhuman intelligence will be violent. I do think that it will disrupt our culture." - Gray Scott Well, no... but AI will not hesitate to sacrifice some of us in order to get some activity or a better postion! :D

[@inikous58]

AI is definitely scary..But also very helpful to our civilization..

[@scowell]

Read The Forbin Project... they dealt with this in sci-fi way back. Movie 'Colossus' was great too.

[@lucasmatsuoca]

very scary if you are a chess piece

[@inikous58]

@@scowell Check in youtube Neil deGrasse changes his mind about AI.

[@inikous58]

@@lucasmatsuoca xD for sure! Maybe i would love to be AI's King no homo

[@apaajaboleh104]

You know something's wrong when SF is running away with the King.

[@bruceli9094]

Alphazero is the spirit of every great Chess player who has lived.

[@brunesi]

It's great and surprising in being exactly the opposite. _We_ have been granting values and points to openings and pieces, whereas it is fully oblivious to that.

[@Amer1kop]

the Ultra Perfect Cell of chess

[@WannesMalfait]

When stockfish started to run with the king, I started to laugh.

[@mikewilownu]

I like the first move after the opening, where he retreats his bishop back to e1. It almost like he just joined the table at that turn and is like: "Sigh, what have you morons been doing up until now. For god sake, what is my bishop doing at c3 you morons?" And instantly moves it back to safety. This really convincingly shows that Alphazero really disagrees with what we consider "optimal" opening book theory, that has been studied endlessly.

[@terryqu4822]

lol!

[@brunesi]

I've seen more than once Alpha preferring to retreat bishops, either for better repositioning or declining knights exchanges.

[@judahbenschar6911]

When did it make that move?

[@CalmaxFilm]

Absolutely agreed, I even find the bishop move funny.

[@shan_2933]

​@@judahbenschar6911 the first move out of the opening book around 2:30-2:40

[@danwinters3397]

It’s amazing how alpha made stock fish play passive and use the queen as a defensive piece the whole game

[@benjihuynh2970]

Can you analyze the game where Stockfish plays super aggressive and wins?

[@chair3736]

Benji Huynh those were the games where alpha had to play bad openings

[@alijaafar5673]

the truth about alpha : it's Fischer in heaven

[@jacksonpope3955]

Lol nice one

[@07aniketdeysarkar26]

No , not only Fischer. Fischer , Tal , Steinitz , Botvinik , Morphy , Alekhine , Nezmedinov , and blah blah blah blah. Alpha is insane , just insane.

[@janehrahan5116]

@@07aniketdeysarkar26 Alpha zero is using one for all, channeling all the powers of previous chess attackers.

[@kasparov9]

+52elo on 1000 game match is hardly insane. They had 839 draws, it shows how strong the older stockfish is too, Stockfish 10 has like 110 elo over stockfish 8, so maybe this can be the next match. @@07aniketdeysarkar26

[@palakneelansh9290]

NO NOT FISCHER . ALPHA WOULD BEAT FISCHER IN 10 OR 11 MOVES . MIGHT BE PAUL MORPHY AS ALPHA STYLE OF PLAY RESEMBLES MORPHY'S STYLE OF PLAY . YOU CANNOT COMPARE FISCHER WITH ALPHA.

[@dcwadu6126]

I want the quote on 7:27 on my shirt when I go outside "No mate threats are available"

[@Varney_of_London]

Lol!!!! Once freed from the prepared starting position, Alpha IMMEDIATELY started playing different moves than the human grandmaster played before. This is one of the reasons why some of Stockfish's wins over Alpha are bogus; they are making Alpha play garbage openings that it hates (like the French and Sicilian Najdorf; Alpha has decided these are bad and won't willingly play them, but Alpha is being forced to play them anyway)... Alpha immediately going in another direction from what the humans set up in this game makes me believe that Alpha doesn't like this opening/starting position either.

[@scowell]

From the description it was unclear to me which engine used the book... was A0 forced to be on book?

[@Varney_of_London]

@@scowell Yes...book openings were forced upon both engines. In this game, for example, the first 12 moves for both sides were forced upon them.

[@kimcheekumquat]

Alphazero without opening book plays Berlin defense near 100% of the time against e4 and white is usually always c4 or d4. Doesn't like e4 that much. Seems like e4 e5 is too drawish because of the berlin

[@terryqu4822]

lmao

[@terryqu4822]

@@kimcheekumquat berlin play rates probably tripled after alphazero

[@GuanTones]

i love how alphazero takes stockfish out of his opening prep everytime. maybe i should aim to do this more often in my games

[@wayneanddonita3857]

How can we be sure this AlfalfaZero ain't cheating? Maybe he's got Stockfish in his lip balm

[@PSspecialist]

@@tripplefives1402 Or maybe, female players can simply be as good as male players and grasping at outrageous conspiracy theories makes one look dumb and irrational.

[@zaimwaqar2788]

@@PSspecialist I'm very sure machines don't have gender.

[@PSspecialist]

@@zaimwaqar2788 You missed the point. He was referencing a game where a female player beat a male player and some people accused the female player of hiding a computer in her lip balm.

[@zaimwaqar2788]

@@PSspecialistThere are people who think that someone cheated in a game of chess using lip balm? How would you even use a computer the size of lip balm?!

[@PSspecialist]

@@zaimwaqar2788 Yup. Then again there are also people who believe the earth is flat and that vaccines cause autism so why not. Preconceived notions can be powerful motivators despite overwhelming evidence.

[@joeb4142]

The analysis was so fast paced and thorough my brain hurts 🤯

[@Azraelfromgamefax]

Whenever I'm playing chess, sometimes I analyse it in your voice with your words 😅

[@abhir7823]

Could you analyze games where stockfish won ... There is the game where sf plays hyper attacking game with huge sacrifices

[@comicbutserious263]

abhi r Didn’t u already see that game though as u mentionned? ;-)

[@abhir7823]

Comic but Serious Er... Not seen any such game on Agadmators channel... Feel free to share link if you have ... Thanks

[@benjihuynh2970]

@@abhir7823 ignore him he's being mean. He's saying, "why ask for the game to be analyzed if you've already seen it yourself"

[@abhir7823]

Benji Huynh But Im telling him whats the point of watching a channel if you can analyze a game yourself 😀

[@HotBusDriver]

#suggestion

[@wreckim]

This reminds me of my friend/tutor for calculus, some 30 years ago,; when he'd do an example with me, it was like...."of course that's how I would integrate that problem!". Then the test day would come, and I'd be back to scratching my head. What's incredible is how easy this looks, and no human would probably find these combinations....even from Stockfish, let alone AZ. Thanks for posting.

[@yo4156]

he didn't practice enough

[@osamaghunimi5118]

Get well soon man , thanks for the effort

[@geckomaniac3801]

This makes my every day better. Thanks a lot for your daily content man :)

[@thomaskayfabian]

All the Alpha Zero Videos are fascinating. Please bring more of them!

[@richardfeynman5560]

I was positively surprised to see a new video on your channel today, Agadmator, despite the fact that you are not feeling really fine. I hope you will soon feel better and thank you very much for showing this interesting game!

[@Suho1004]

You are a hero, my friend. Please get some rest and feel better soon!

[@thriquinox]

Good to see you not sick.

[@trigintatres9787]

Svaka ti čast brate :) pozdrav iz šibenika

[@scottalbers2518]

Your analysis of these games is just fantastic!

[@teslathejolteon8007]

I've seen all released games of AlphaZero starting with the initial board position. As white, it only plays 1. d4 or 1. Nf3. It also likes to take on a certain position every game, really cool to see. Before watching the games, I thought that AlphaZero would always fianchetto is black fianchetoed on black's queen side, but AlphaZero does not always do that. There were four games where Stockfish 8 played black and AlphaZero played white and where Stockfish 8 would use 1. d4 or 1. Nf3. In two of those games AlphaZero used the King's indian defense! I did not know that it used the Kings Indian without the book of opening. There are a lot of enjoyable games!

[@spmcdade901]

Thanks for the fantastic game. Hope you feel better soon!

[@srend5510]

alpha's positioning is just flawless.

[@nate.t1739]

It's so refreshing to see an engine that prioritizes space and mobility. Stockfish, like karpov, prioritizes constricting the opponents mobility. It gives me the impression that there is at least room for us mortals to gambit pawns for initiative.

[@jeremiahblum7833]

Really loving this series, very exciting things happening in computer chess illustrated by these fascinating games. But agadmator you can take a day off you deserve it! Get well soon

[@madgick3]

Jeremiah Blum he took Saturday off already. He can't risk anymore days. AI are already trying to take over his channel!

[@parkertownley-smith6109]

You my good sir are by far my favorite chess commentator of all time. Thank you for the content during finals!

[@abominablesnowman3494]

Aplha seems to use the bishop pair a lot. Learning a lot watching it.

[@nicholasboffa6281]

It would appear that Alpha Zero’s moves “flu” over Stockfish’s head.

[@thejuggler42]

Your commentary is fast but also really clear, cheers.

[@kyoopihd]

I just got done watching Anna Rudolf's analysis of another Stockfish AlphaZero game. I can't get enough of AlphaZero so here I am.

[@botflysimon3616]

Great game! Thanks for the analysis. Love your channel. Get well soon.

[@jootpepet]

I feel almost the same way when im watching a Magnus game. Almost like watching Alphazero while everyone else is just Stockfish.

[@yacinmessaoud186]

i love what you do..i only hope you focus more often on Alehkine,Capablanca,Paul keres matches..thank you

[@Rozq]

This has to be one of the best analyses I have ever seen on your channel Antonio. The flu must have a positive impact on you ;p ;p kiddin', hope you'll feel better soon!

[@rjp63vip]

Get well soon my friend! And keep posting these Delicious delightful chess videos faster than the speed of Light! Awesome work! I'm becoming a grandmaster of chess because of your plethora of chess masterpieces you share! You da man!

[@aliazmat7665]

Wonderful, yesterday Suren showed a game where stockfish simply crushed Alpha zero by offering to sac its queen, rook and everything. Alpha failed to handle this and resigned on only move 22. Yes, you read it right, Alpha zero resigned. Don't skip that game.

[@dejavulearning121]

it was when alpha zero gave the 100/1 time odds to Droidfish that Strange things started to happen.

[@jeffw8057]

The future engines will eventually adjust to account for AZ's willingness to sacrifice pieces in exchange for movement. Currently, this unique priority gives AZ a huge strategic advantage. It's going to be fun watching the future engines have to mitigate sacrifices versus movement advances.

[@RadishAcceptable]

Maybe the future engines will be coded by machines that are better than us at making chess engines.

[@jeffw8057]

@@RadishAcceptable Well, that might be true for software coding in general. Imagine even further in the future...when quantum, or whatever it will be called computers, are able to calculate every possible move in chess...and the game becomes equivalent to tic-tac-toe to computers.

[@bruceli9094]

@@jeffw8057 That would suck

[@empessimiprimal1040]

Great video as always, please make another video of just the chess game without com because i would like that.

[@MeediaArtur]

Oh man Agadmator loves chess so much. You can see the pride and joy of saying as of move .. we have a completely new game on the board :D

[@copoftee1914]

It feels good to watch your videos Well today is my birthday but I wanted to watch an agadmator video😊

[@dhanarputra555]

Modern chess era will ended soon. We'll back at Mikhail Tal era at least.

[@ericoschmitt]

Maybe there will be more people playing 960 then

[@apaajaboleh104]

I remembered when you were coming down too with the flu or something in the middle of A0 series. GWS, sir!

[@MadMax0407]

You should add an evaluation bar.

[@DylanZapf-dm4mh]

I think what I most enjoy about these games is how I often naturally intuit some of Alpha Zero's moves, but I can't exactly explain why.. It sees the moves that I do, but it knows why it will make them as I don't necessarily. Brilliant games

[@ezergilechimekazikura6855]

Alpha pushes hidden new meta into the world of chess. Magnificent.

[@herlingaaland]

I watched a lot of games between these 2 engines, but how, when, and where do they play each other?

[@simontimothy7051]

7:37 what if Rd8 and making an escape route for the king and also the pawn is defended twice @Agadmator

[@josephrejive4081]

It would be interesting to see how Alpha does when it's down material in the beginning.

[@oldeconomist4235]

Great analysis. Thanks.

[@anugataghosh7014]

Get well soon Agad...best of luck🤗🤗🤗

[@danielrehfeldt]

I would be very interested in seeing a line at 9:10 where black queen captures on h8 because you can’t simply block that check with rook or queen because then queen captures with check mate, so white queen would have to recapture but then rook to f7 would come with an attack on the other white rook and stop queen from checking on d5, plus queen would be trapped on the first row for the moment because if she moves then either rook to the first row would be checkmate. I’d be interested to see how it ends up playing out or if I missed something that would lead to a white checkmate.

[@ACR96]

Hey 4 years later, if black tries to defend checkmate with something like Qe5, then white can just play Qh7 checkmate!

[@rohanp]

I see this video over and over

[@willdemeyer6397]

How can you not like this video. Well done Ant👍👍

[@GoldenDragon1999]

You needn't apologize for being sick agadmator. Take care of yourself so we can have more quality chess content videos from you!

[@MrRonnyboi]

really like how u showed the trap at 7 minute :D

[@lebareslep]

Still an excellent improver of Sundays :)

[@vikramsrinivasan8176]

Strange game. Agadmator you are pushing yourself even during fever. Appreciate your commitment.

[@Requinix17]

AlphaZero's chess is so fun to watch

[@stormbreaker7166]

"Alpha is just a beast" It plays like Paul Morphy!

[@SoB_626]

I wait for the day when Alpha will be able to inconspicuously hack into Stockfish's algorithm and alter SF play in a way that will allow Alpha to win spectacularly, through unbelievably complex combinations.

[@AstralS7orm]

Nah, SF is pretty well written. What it might find is some way to exploit Stockfish's defensive and reactive style.

[@DippStickk]

I noticed alpha often castles last to see where stockfish castles. Aplha then castles on opposide side and then starts pushing pawns to stockfish kingside to create weaknesses.

[@yuyurtrtrt2160]

Glad you're feeling better! Also, can we please see some games where Alpha loses? Would be incredibly interesting to see how exactly they defend.

[@network_noob]

tnx for the nice analysis

[@delta-game]

where is the happy face with sunnies?!

[@07aniketdeysarkar26]

They have resigned in this position.

[@delta-game]

lol - i get they resigned.. where is the happy face sunnies pillow? last seen on Dec 5th...

[@palaceofwisdom9448]

@@delta-game I think that last defeat when Medo knocked Smiley off the couch with his butt was too much and Smiley has refused to continue the match.

[@fullMontyist]

Antonio sacrificed it for the Evans' Gambit.

[@johnnyspousta3136]

Got captured.

[@Nagantios]

Really interesting offense from Alpha Zero. Hope you're feeling better, Agad!

[@janxeh]

Hilarious when Alpha is dominating your position so much your absolute best calculated move is to run with the king.

[@509ctrue]

Emphatic “hello everyone” in this video

[@graphixkillzzz]

Alpha is hilarious, i feel like it's just playing with Stockfish lol xD i hope you feel better soon homie ^_^v

[@preparedsurvivalist2245]

Alpha seems to keep available two separate ideas, one being pushing his center pawn, and the other creating a menacing mate threat on the corner square. Stockfish then needs to calculate these lines simultaneously, which is an daunting task. In the end alpha holds for a slight material advantage which will be winning in the end game. That is how a stronger engine grinds out a win with computing power.

[@victory_jade]

Hope you feel better agadmator! :)

[@heangoy4515]

Can you tell us how much time it takes every move? Does engine play instantaneously without deep thinking?

[@ComradeVissarionovic]

This channel is addictive....

[@noahcrow8982]

#suggestion The German-British champion Jacques Meises, gets destroyed by the Caro-Kann playing against one of the founders, Marcus Kann. Jacques Meises v. Marcus Kann (Hamburg) 1885

[@unisloth]

it's amazing to see how alphazero chose to keep the bishop pair after the opening, while stockfish chose the knights. stockfish's knight was not very strong in the end, while the bishop pair ended up winning the game for alphazero.

[@Legenderior]

Very nice game and get well soon sir.

[@shacharoren2788]

Who's my favorite player ATM? Alpha Zero!

[@rockybhagat]

Hope you feel better Antonio... get lots of sleep!

[@pcl5636]

Alpha always has his bishops relevant

[@dakhilaf]

Min 8. Why not go knight to g6? Add support by covering h8

[@Cousinsjay]

Great site....very instructional

[@christiansrensen5958]

Alpha: e4 Agadmator: "And it was in this postion that stockfish resigned with a forced mate coming in 83 moves."

[@rain-kq9qs]

Whenever I watch your videos I hit the like button before watching them because I know that your videos are good.

[@fabiankott33]

I just love ur videos!!!

[@weoweoteo]

3:45 A prophylactic move indeed! Nice choice of words there :p

[@janehrahan5116]

Did we get any of the few games alpha zero lost? I am very curious about those.

[@Potato-tf3hv]

I don't even play chess but I still watch these videos.