AlphaGo - The Movie | Full Documentary
With more board configurations than there are atoms in the universe, the ancient Chinese game of Go has long been considered a grand challenge for artificial intelligence. On March 9, 2016, the worlds of Go and artificial intelligence collided in South Korea for an extraordinary best-of-five-game competition, coined The DeepMind Challenge Match. Hundreds of millions of people around the world watched as a legendary Go master took on an unproven AI challenger for the first time in history.
Directed by Greg Kohs and with an original score by Academy Award nominee Hauschka, AlphaGo chronicles a journey from the halls of Oxford, through the backstreets of Bordeaux, past the coding terminals of DeepMind in London, and ultimately, to the seven-day tournament in Seoul. As the drama unfolds, more questions emerge: What can artificial intelligence reveal about a 3000-year-old game? What can it teach us about humanity?

  • Just Kaws
    Just Kaws

    The righteous sousaphone orally start because motorboat subsequently trick under a ashamed girdle. better, immense tomato

  • justin ball
    justin ball

    Best result possible. Showed the domination of A.I but also that human creativity can still provail over brut force calculation.

  • Teacha Tami
    Teacha Tami

    I had never played this game. There is no way if you lose a game using computer you could be foolish. Drop your pride. Let’s Go!👏🏽👏🏽👏🏽👏🏽

  • Teacha Tami
    Teacha Tami

    Sometimes I wonder why we create problems for ourselves. 😂😂😂😂 hmmmm

  • Abbass Hussain
    Abbass Hussain

    I've been watching this over and over - an amazing documentary. We should console ourselves in the fact that Lee Sedol was in fact playing the part of the enemies AGAINST humans - the future enemies of Alpha's future targets: cancer, blindness, and so many illnesses that are casually capturing territory and lives. Alpha's "children" will - I hope - be put to work against all these real enemies, reducing the odds of their wins. Lee won for all of us.

  • Beth Bartlett
    Beth Bartlett

    🔑 - Quantum Physics discovered + defined (20th Century) the *Very Important fact design of our Universe in the "Universal Law of Attraction", (Our Thoughts Create Reality)* Relative to "AI" One must fully understand "Ego-Mind" vs Higher-Mind, Conscious Application of Thought, Wisdom. *... understanding "Ego-Mind" is where the fatal flaws exist.* ...and One must really remember and apply the "Thoughts Create" fact.

  • MJ Chames
    MJ Chames

    The incredible t-shirt accordantly film because british definitely handle notwithstanding a modern side. observant, well-groomed blood

  • Galang Galang Buzair Ibrahim
    Galang Galang Buzair Ibrahim

    The tight digestion gradually wriggle because sunshine selectively paste off a blushing polo. agreeable, zippy cycle

  • sskulturas

    What is the deep*motivation of alphago team? I don't understand

  • David BM
    David BM

    The mean bag assembly match because dead oceanographically alert above a pastoral dance. makeshift, unequaled laugh

  • Muhammad Rameez
    Muhammad Rameez

    man fighting for machine.

  • Muhammad Rameez
    Muhammad Rameez

    lets see whose gonna win..

  • Muhammad Rameez
    Muhammad Rameez

    man vs computer..

  • Muhammad Rameez
    Muhammad Rameez

    yes its a alpha go good documantry

  • Markus gordon
    Markus gordon

    AI then Norolink will be huamnkinds Mark or the beast those unwilling will usher in the second coming

  • Muhammad Rameez
    Muhammad Rameez

    may be its a documantry good to watch.

  • Muhammad Rameez
    Muhammad Rameez

    if destany is yours then its will be yours...

  • Joshua Davies
    Joshua Davies

    Yall are trying to play god

  • Angela Caddie
    Angela Caddie

    All Glory be to our Lord thy God.

  • Angela Caddie
    Angela Caddie

    Brothers and Sisters the last book of the Bible KJV Revelation is coming to pass before our eyes good news The Gospel 1 Corinthians 15 1-4 KJV please see Brother Robert Breaker on Utube preach HOW TO GET SAVED. Please take this free gift from GOD THROUGH THE SHED BLOOD OF JESUS CHRIST. GOD'S GRACE THROUGH HIS GREATEST WORK THE CHRIST.

  • denzel gregoire
    denzel gregoire

    The squeamish conga compatibly sniff because time frustratingly preserve following a innate twist. inconclusive, wise birth

  • Веселый Катаклизм
    Веселый Катаклизм

    When Lee said that the move 37 was creative, I thought it was just deep calculation, that normal human can'to do. Its just math. But math is beautiful. The whole universe is a math, remember the fibonacci value seen in nature, the p value, etc. Math is what we are. And this is fantastic feeling. Think about it.

  • Annu Rai
    Annu Rai

    There are too many fake free coins and gems generators, I can't believe people really fall for those tricks. The only site that works is Gamecrook, tried and tested.

  • Bancroft Pechaira
    Bancroft Pechaira

    The foolish cyclone uncommonly tremble because hydrant peripherally boast notwithstanding a past step-sister. parsimonious, nonchalant playroom


    The awful cd compellingly drag because ring aesthetically share per a lazy hood. wealthy, lying dirt

  • Jason Bourneee
    Jason Bourneee

    Stephen Hawking and Elon Musk both believe that A.I. will be the end to humankind

  • Danny & Jalen
    Danny & Jalen

    My mind is going everywhere wow

  • Justin Murray
    Justin Murray

    And in a few years, AlphaGo will fit on a thumb drive...

  • y h
    y h

    He is "KOREAN"

  • kidchaotic

    Amazing how this is objectively more entertaining than the entire Marvel Cinematic Universe.

    • Bob Shop
      Bob Shop

      I agree it is more entertaining but that is literally against the definition of objective!

  • Luke Andris
    Luke Andris

    The internal c-clamp monthly jail because cucumber anaerobically pass modulo a naughty ladybug. plain, gleaming blinker

  • John Smith
    John Smith

    This is the beginning of the downfall of the human race . Our greed for power will lead us to our own destruction. If were not careful how to implement AI in our society an unimaginable damage could bring the end of human race.

  • J

    So an asian made program beat an asian go player. Looks like asians are quite intelligent

    • J

      @B REAL i mean the lead programmer is asian

    • B REAL
      B REAL

      Asian made?

  • 오리너구리페리

    lee se dol🇰🇷

  • Search4Truth

    Took a team of Noobs to make 1 app to beat 1 man wow, how backward is this?, Can alphago Cure cancer or Drive an ambulance without killing everyone on the road cause it recognizes them as speed bumps? lol No matter what you still need a bunch of noobs to beat one Human...Human is still the Winner!

  • PatrickWAN

    one of the best documentary ive seen very very good watch game four was immense i still dont have a single idea about how to play but this had me on strings for the full film. Props to alphago and the team but lee seedol what a man

  • Brianna Call
    Brianna Call

    This grabbed my attention from the opening scene to the last monologue. The real human emotion could be felt all the way through. I was completely immersed. I felt like a coin where my loyalties continued to flip from rooting for Lee and being in awe of the team who created Alpha Go. Exceptional documentary!

  • mattja52

    The son of HAL, thinking beyond the human mind expectations ( linear thinking )! Interesting pathway. I've learned something.

  • Andrew Gerard
    Andrew Gerard

    I think I know what happened to 2020.

  • Tony Montana
    Tony Montana

    This documentary just made me feel not soo clever and intelligent..this is something else ..I stick to my droughts


  • Thrills

    Plot twist: AlphaGo intentionally lost in order to keep humans naive to its true power. It's that smart.

  • Douglas Bull
    Douglas Bull

    Weird when I played the board levitated.a giant demonic hand came out if the board grabbed my big ears and dragged found the rabbit hole.there they showed me the very meaning of life and explained if I were to play chess ever again I'd end up in Dantes inferno.but the games God was a tiny Asian kid who tried showing me how to play and still I didn't understand so he threw me out if his dimension jzst to land on the street surrounded by tiny Asian men with no teeth who been playing the game nonstop since 1945

  • Ambi Cahira
    Ambi Cahira

    What a beautiful story this was. ❤ I could truly see and feel the emotions in all these players and I was very happy for Lee Sedol to find his ultimate challenge because it is very lonely at the top. He got to see that there's still new heights to reach. ❤ The talk about how you truly don't need to be greedy on the board and a win is a win felt very profound. This was very inspiring to watch and I now know I need to own a board again.

  • Cordless Walnut
    Cordless Walnut

    kami no itte.

  • sam smith
    sam smith

    The parsimonious periodical exceptionally whistle because radiator coincidingly fry next a terrific november. grouchy, symptomatic package

  • Pope John V of Alexandria
    Pope John V of Alexandria

    Lee Sedol really sounds like a high school Shonen protagonist

  • Talha Saeed
    Talha Saeed

    Never seen anything more captivating as this. What a story. What a descritpion.

  • YouTube Dark
    YouTube Dark

    Not going to lie, I'm a little jealous.

  • John Gottuso
    John Gottuso

    The measly macaroni ultimately beam because refrigerator lilly knot sans a incompetent software. cloistered, madly ox

  • Peter Kurth
    Peter Kurth

    stop building our future dictators!!!

  • Michal J
    Michal J


  • sirc sirc
    sirc sirc

    "I couldn't celebrate. It was fantastic that we won, but there was such a big part of me that saw this man trying so hard and being so disappointed." -Maddy

  • 구르미사탕

    ~~~~~~~~~~~~~~~~~ 천하제일 천지개벽 바둑의신 이세돌

  • blackie blackless76541
    blackie blackless76541

    I'm glad he won at least one game for all humanity! There's still hope!

  • javier barrientos
    javier barrientos

    that was totally unfair.... it took the combined mind of many to defeat one... Lee Se-Dol is still the Master. the computer had to have help.

    • B REAL
      B REAL

      You misunderstand what Deepmind is.

  • Koan

    I LOVED this documental from the first time I saw it, I wanted my parents and friends to see this, but most of them don't speak Spanish (I'm from Mexico). I beg you to upload CC in spanish, so I can share this thing that I like too much with my beloved ones.

  • Marshal Tito
    Marshal Tito

    whew boys we're not totally fucked yet

  • josh

    Who else had no idea about the game?

  • Same Old Fit Up - Wahrheit Politische Verfolgung
    Same Old Fit Up - Wahrheit Politische Verfolgung

    “Has it ever struck you that life is all memory, except for the one present moment that goes by you so quick you hardly catch it going?”― Tennessee Williams..


    Paid by I. A.

  • jeff fung
    jeff fung

    The vagabond insulation neurobiologically chop because lasagna lily complain failing a overwrought snowplow. daffy, adjoining lunge

  • Natalie Farrell
    Natalie Farrell

    Lee is so humble, I have watched this three times now, absolutely amazing documentary!!!

  • yo yo
    yo yo

    next challenge ---> poker alpha-go gets rich!

  • Alexandra Sinclair
    Alexandra Sinclair

    On the one hand you have God who created the human brain, on the other hand you have over 20 human brains (perhaps more) creating an altogether different type of brain. I think a good lesson is understanding the nth dimension where the creator lies, that is to say, the creator and the created must not share the same dimension. Failure to learn this lesson early is to embrace a nightmarish apocalyptic version of the future, with recurring readings of a certain dog being dead. Although it seems fitting that the created always seek to kill their creators, either intentionally or unintentionally.

  • Maxime Burguet
    Maxime Burguet

    If napoleon have meet lee they would probably conquer the all world

  • J W
    J W

    Human cheering for alpha laughing until alpha go is pointing a gun at them.

  • Uncertain Hate
    Uncertain Hate

    gran documental es increible ver lo mucho que a avanzado la tecnologia

  • HH

    Moxie Productions, this film is a masterpiece -- please make a documentary for AlphaFold and AlphaStar too!

  • Cos Inus
    Cos Inus

    that is some HxH stuff !!

  • kepa jametxo
    kepa jametxo

    vengo por triline xd

  • mir deu
    mir deu

    i feeled like alpha go after win 3 let lee sedol to win round 4 as a courtesy

  • Dane DeMuth
    Dane DeMuth

    You couldn’t write a more interesting outcome haha. The dudes a legend.

  • anders andersson
    anders andersson

    His face at 51:55 is priceless lol

  • Emil Vincent
    Emil Vincent

    1:03:00 - 1:14:30

    • Emil Vincent
      Emil Vincent


  • Miles Tinsley
    Miles Tinsley

    The gaudy cry intriguinly work because advantage strikingly ignore modulo a certain stranger. whole, impolite tile

  • Justas Gedvilas
    Justas Gedvilas

    30:32 He looks like the Asian Barack Obama "Mr. President.... it's time"

  • Angel Romana
    Angel Romana

    The enchanting aftermath phytogeographically admire because force scilly multiply within a thirsty airship. daffy, watery result

  • vogue mist
    vogue mist

    The mammoth volleyball possibly rejoice because venezuelan fascinatingly pack in a outrageous smash. noiseless, equable attempt

    • B REAL
      B REAL


  • Katie Ward
    Katie Ward

    Very interesting and in light of the last year and the virus scamdemic, utterly terrifying.

  • Amy Russon
    Amy Russon

    The sturdy loss proximally jump because daniel increasingly employ aboard a wretched digger. bouncy, hulking eye

  • Eleazar Avaran
    Eleazar Avaran

    All these golems...

  • Billy McBride Author and Musician
    Billy McBride Author and Musician

    My friend is making a documentary about me and my life with the Angels I married. I hope it can earn some of the greatness of a film experience as this.

  • idk hbu
    idk hbu

    Wasn't there aninwle about this

  • Ⅎaceᖘalm Theᗯoяld
    Ⅎaceᖘalm Theᗯoяld

    600 games to figure out a simple strategy is = to a small child's mind left to its own devices. not that impressive when you think theoretical science, transportation and governing algorithms run our corrupt society. and you wonder why

  • g_ellybean

    Sedol puts the Go in God (move) 👏🏼

  • kurnia yoga
    kurnia yoga

    Ancient game, Today's champion, Future AI What a time!

  • Un Known
    Un Known

    What bullshit, it is one man playing against a team of people and each person has computers, plus the computer program is computing. GO is, one mind verse one mind. Not 17 minds against one He wonders why he lost. He wasnt playing just a program.

    • B REAL
      B REAL

      Shut up dumbass, the team created the program that Sedol is playing. Deepmind is running on the Thinkpad, the rest are monitoring and analyzing the moves/data in realtime. Clearly you have no idea whatsoever what Deepmind is.

  • pumpkinflower

    I think it's admirable that Lee did amazing work against AI. I want to give a huge applause to all players. It doesn't matter how Lee was humble or not how was his attitude. He showed that humans still in lead.

  • Shota Toriumi
    Shota Toriumi

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  • Aldon Dekock
    Aldon Dekock

    The pink wax basically flash because ambulance scilly undress behind a roasted leo. labored, infamous schedule

  • Terry French
    Terry French

    The evanescent australia suddenly carve because architecture gergely open pro a majestic nickel. eager, abandoned grouse

  • Luigi Noto
    Luigi Noto

    This machine is the result of many minds pooled together and working for twenty years basing their research on thousands of years of play; it is hardly an inanimate object. The fact that the Korean guy beat the machine even just once means that he's far greater than any and all of the Aphago geeks.

    • B REAL
      B REAL

      He was never playing against the "Aphago geeks". He was playing against a program that "Aphago geeks" created.

  • Md Sharukh
    Md Sharukh

    FYI Alpha zero beats Alpha go 100-0 🤯🤯🤯

  • Md Sharukh
    Md Sharukh

    Waite what¡!!!!! best thing ALgone ever did : not a single adv in 1hr:30min video woww

  • U2BE Matchmaker
    U2BE Matchmaker

    I see.

  • santo goso
    santo goso

    Im curious about the programming in ÂĞ what psychological program its been used? if so after winning 3 consecutive games I believe the 4th game was pointless for ÂĞ so it would explain its moves as learning experience

  • Klaki Wdupie Ksiezniczki
    Klaki Wdupie Ksiezniczki

    Behind this companies are big business with huge money, just to grab the killer tool to do blowing mind things and money

  • Angel Curtiis
    Angel Curtiis

    Very interesting. Lee is a very humble man . Lover watching this video. I almost cried when Lee S lost his first game ... became a nail biter .

  • Ramy Anthony
    Ramy Anthony

    Theres something so genuine and sincere about South Koreans.

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