{"id":1069,"date":"2026-09-23T12:16:55","date_gmt":"2026-09-23T10:16:55","guid":{"rendered":"https:\/\/godojo.ro\/?page_id=1069"},"modified":"2026-09-23T12:18:12","modified_gmt":"2026-09-23T10:18:12","slug":"alphago-lee-sedol-mutarile-37-78","status":"publish","type":"page","link":"https:\/\/godojo.ro\/index.php\/legende-jocul-de-go\/alphago-lee-sedol-mutarile-37-78\/","title":{"rendered":"AlphaGo \u0219i Lee Sedol \u2013 mut\u0103rile 37 \u0219i 78"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\"><strong>Dou\u0103 mut\u0103ri care au schimbat felul \u00een care oamenii privesc jocul de Go<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Istorie contemporan\u0103 \u00b7 Coreea de Sud \u00b7 2016<\/em><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">\u00cen martie 2016, la Seul, unul dintre cei mai puternici juc\u0103tori de Go ai genera\u021biei sale s-a a\u0219ezat la tabl\u0103 pentru un meci neobi\u0219nuit.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">De partea cealalt\u0103 nu se afla un alt profesionist.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Se afla <strong>AlphaGo<\/strong>, sistemul de inteligen\u021b\u0103 artificial\u0103 dezvoltat de DeepMind.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Go fusese mult timp considerat una dintre marile provoc\u0103ri ale inteligen\u021bei artificiale. Num\u0103rul enorm de pozi\u021bii posibile \u0219i dificultatea evalu\u0103rii unei table f\u0103cuser\u0103 ca programele de Go s\u0103 r\u0103m\u00e2n\u0103 mult \u00een urma celor mai buni oameni. \u00cen 2015, AlphaGo \u00eel \u00eenvinsese deja cu 5\u20130 pe campionul european Fan Hui, devenind primul program care \u00eenvingea un profesionist de Go \u00eentr-un meci pe tabla 19\u00d719. <a href=\"https:\/\/www.nature.com\/articles\/nature16961?utm_source=chatgpt.com\">Nature<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Dar Lee Sedol reprezenta un alt nivel.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e2\u0219tig\u0103tor a 18 titluri mondiale, el era una dintre figurile majore ale Go-ului profesionist al epocii. Meciul de cinci partide cu AlphaGo avea s\u0103 fie urm\u0103rit de peste 200 de milioane de oameni. <a href=\"https:\/\/deepmind.google\/research\/alphago\/?utm_source=chatgpt.com\">Google DeepMind<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Mutarea 37<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u00cen cea de-a doua partid\u0103, AlphaGo juca cu negrul.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">La mutarea 37, programul a plasat o piatr\u0103 pe linia a cincea, \u00eentr-o zon\u0103 \u00een care profesioni\u0219tii nu se a\u0219teptau s\u0103 joace at\u00e2t de devreme.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Reac\u021bia ini\u021bial\u0103 a comentatorilor a fost de nedumerire. DeepMind aminte\u0219te c\u0103 unii profesioni\u0219ti au crezut chiar c\u0103 mutarea era o gre\u0219eal\u0103. Probabilitatea ca un juc\u0103tor uman s\u0103 aleag\u0103 acea mutare fusese estimat\u0103 de sistem la aproximativ <strong>1 la 10.000<\/strong>. <a href=\"https:\/\/deepmind.google\/research\/alphago\/?utm_source=chatgpt.com\">Google DeepMind<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Dar mutarea nu era o eroare.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pe m\u0103sur\u0103 ce partida a continuat, rolul pietrei a devenit tot mai clar. DeepMind noteaz\u0103 retrospectiv c\u0103, aproximativ o sut\u0103 de mut\u0103ri mai t\u00e2rziu, piatra se afla exact unde trebuia pentru strategia construit\u0103 de AlphaGo. <a href=\"https:\/\/deepmind.google\/blog\/10-years-of-alphago\/?utm_source=chatgpt.com\">Google DeepMind<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Lee Sedol avea s\u0103 spun\u0103 ulterior c\u0103 aceast\u0103 mutare i-a schimbat perspectiva asupra programului: p\u00e2n\u0103 atunci \u00eel privise ca pe o ma\u0219in\u0103 bazat\u0103 pe calcule probabilistice; dup\u0103 mutarea 37, a \u00eenceput s\u0103 vorbeasc\u0103 despre jocul AlphaGo \u00een termenii creativit\u0103\u021bii. <a href=\"https:\/\/deepmind.google\/research\/alphago\/?utm_source=chatgpt.com\">Google DeepMind<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AlphaGo a c\u00e2\u0219tigat partida.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0218i dup\u0103 primele trei jocuri conducea deja meciul cu 3\u20130.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Mutarea 78<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Pe 13 martie a \u00eenceput partida a patra.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Meciul era deja decis, dar Lee Sedol continua s\u0103 joace.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">De aceast\u0103 dat\u0103 avea albul.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">La mutarea 78, \u00eentr-o pozi\u021bie complicat\u0103 din centru, Lee a g\u0103sit o mutare pe care AlphaGo nu o anticipase corespunz\u0103tor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0218i aici estimarea era extraordinar\u0103: DeepMind descrie mutarea ca av\u00e2nd, din perspectiva modelului s\u0103u de joc uman, aproximativ aceea\u0219i probabilitate de <strong>1 la 10.000<\/strong>. <a href=\"https:\/\/deepmind.google\/research\/alphago\/?utm_source=chatgpt.com\">Google DeepMind<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Mutarea avea s\u0103 devin\u0103 cunoscut\u0103 sub numele de <strong>\u201eGod&#8217;s Touch\u201d<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AlphaGo a \u00eenceput s\u0103 gre\u0219easc\u0103 \u00een secven\u021bele care au urmat, iar Lee Sedol a transformat avantajul ob\u021binut \u00eentr-o victorie.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A fost singura partid\u0103 pierdut\u0103 de AlphaGo \u00een acel meci.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Scorul final: <strong>AlphaGo 4 \u2013 Lee Sedol 1.<\/strong> <a href=\"https:\/\/deepmind.google\/research\/alphago\/?utm_source=chatgpt.com\">Google DeepMind<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Dou\u0103 mut\u0103ri, dou\u0103 direc\u021bii<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Tocmai aici povestea devine mai interesant\u0103 dec\u00e2t simpla confruntare \u201eom contra ma\u0219in\u0103\u201d.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u00cen partida a doua, sistemul de inteligen\u021b\u0103 artificial\u0103 a g\u0103sit o mutare pe care oamenii o considerau foarte pu\u021bin probabil\u0103.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Dou\u0103 partide mai t\u00e2rziu, omul a r\u0103spuns cu o mutare pe care sistemul o considera, la r\u00e2ndul lui, foarte pu\u021bin probabil\u0103.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>37 \u2013 AlphaGo.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>78 \u2013 Lee Sedol.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Una a ar\u0103tat c\u0103 o inteligen\u021b\u0103 artificial\u0103 putea g\u0103si idei strategice aflate \u00een afara conven\u021biilor acumulate de genera\u021bii de juc\u0103tori.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Cealalt\u0103 a ar\u0103tat c\u0103 nici explorarea uman\u0103 nu se \u00eencheiase.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Dincolo de partid\u0103<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Impactul meciului nu s-a oprit \u00een martie 2016.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Profesioni\u0219tii au \u00eenceput s\u0103 studieze mut\u0103rile AlphaGo, iar unele idei considerate anterior neobi\u0219nuite au intrat treptat \u00een practica modern\u0103. DeepMind relata deja \u00een 2017 c\u0103 profesioni\u0219ti \u0219i amatori analizau jocurile sistemului \u0219i experimentau cu strategii noi; juc\u0103torul profesionist Zhou Ruiyang descria efectul ca pe o eliberare de ideea c\u0103 anumite mut\u0103ri ar fi pur \u0219i simplu imposibile. <a href=\"https:\/\/deepmind.google\/blog\/exploring-the-mysteries-of-go-with-alphago-and-chinas-top-players\/?utm_source=chatgpt.com\">Google DeepMind<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Din acest punct de vedere, meciul Lee Sedol\u2013AlphaGo nu a \u00eensemnat sf\u00e2r\u0219itul unei epoci a jocului de Go.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A deschis una nou\u0103.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">O perioad\u0103 \u00een care oamenii au \u00eenceput s\u0103 \u00eenve\u021be \u0219i din mut\u0103rile ma\u0219inilor, iar ma\u0219inile au devenit, pe l\u00e2ng\u0103 adversari, instrumente pentru explorarea jocului.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u00cen seria noastr\u0103 am pornit de la legenda unui \u00eemp\u0103rat care ar fi inventat jocul de Go pentru a-\u0219i educa fiul.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Aproape patru milenii mai t\u00e2rziu, ajungem la o tabl\u0103 pe care omul \u0219i o inteligen\u021b\u0103 artificial\u0103 au reu\u0219it, la numai dou\u0103 partide distan\u021b\u0103, s\u0103 se surprind\u0103 reciproc.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Poate c\u0103 tocmai aici se vede cel mai bine c\u00e2t spa\u021biu de explorat mai exist\u0103 \u00eenc\u0103 pe o tabl\u0103 de 19\u00d719.<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"517\" src=\"https:\/\/godojo.ro\/wp-content\/uploads\/2026\/09\/12.-Alphago-1024x517.png\" alt=\"\" class=\"wp-image-1070\" srcset=\"https:\/\/godojo.ro\/wp-content\/uploads\/2026\/09\/12.-Alphago-1024x517.png 1024w, https:\/\/godojo.ro\/wp-content\/uploads\/2026\/09\/12.-Alphago-300x152.png 300w, https:\/\/godojo.ro\/wp-content\/uploads\/2026\/09\/12.-Alphago-766x387.png 766w, https:\/\/godojo.ro\/wp-content\/uploads\/2026\/09\/12.-Alphago-1536x776.png 1536w, https:\/\/godojo.ro\/wp-content\/uploads\/2026\/09\/12.-Alphago-2048x1034.png 2048w\" sizes=\"auto, (max-width: 706px) 89vw, (max-width: 767px) 82vw, 740px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Pozi\u021biile dup\u0103 mutarea 37 din partida a doua \u0219i mutarea 78 din partida a patra a meciului AlphaGo\u2013Lee Sedol, Seul, 2016. Diagrame realizate dup\u0103 kifu-urile partidelor.<\/em><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Surse<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Google DeepMind \u2013 <em>AlphaGo<\/em>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Google DeepMind \u2013 <em>AlphaGo at 10: How AI Innovation Is Paving the Path to AGI<\/em>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Google DeepMind \u2013 <em>Exploring the mysteries of Go with AlphaGo and China&#8217;s top players<\/em>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nature \u2013 Tanguy Chouard, <em>The Go Files<\/em>, martie 2016.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Silver et al. \u2013 <em>Mastering the game of Go with deep neural networks and tree search<\/em>, Nature 529, 2016. <a href=\"https:\/\/deepmind.google\/research\/alphago\/?utm_source=chatgpt.com\">Google DeepMind<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u2190 Povestea precedent\u0103: <a href=\"https:\/\/godojo.ro\/index.php\/legende-jocul-de-go\/partida-bombei-atomice\/\" data-type=\"page\" data-id=\"1063\">Partida bombei atomice<\/a><\/strong><br><strong><a href=\"https:\/\/godojo.ro\/index.php\/legende-jocul-de-go\/\" data-type=\"page\" data-id=\"972\">\u00cenapoi la Legende<\/a><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Dou\u0103 mut\u0103ri care au schimbat felul \u00een care oamenii privesc jocul de Go Istorie contemporan\u0103 \u00b7 Coreea de Sud \u00b7 2016 \u00cen martie 2016, la Seul, unul dintre cei mai puternici juc\u0103tori de Go ai genera\u021biei sale s-a a\u0219ezat la tabl\u0103 pentru un meci neobi\u0219nuit. De partea cealalt\u0103 nu se afla un alt profesionist. Se &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/godojo.ro\/index.php\/legende-jocul-de-go\/alphago-lee-sedol-mutarile-37-78\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;AlphaGo \u0219i Lee Sedol \u2013 mut\u0103rile 37 \u0219i 78&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":972,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1069","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AlphaGo \u0219i Lee Sedol \u2013 Mut\u0103rile 37 \u0219i 78 | Go Dojo<\/title>\n<meta name=\"description\" content=\"Descoper\u0103 povestea meciului AlphaGo\u2013Lee Sedol din 2016 \u0219i dou\u0103 dintre cele mai celebre momente ale sale: mut\u0103rile 37 \u0219i 78.\" \/>\n<meta name=\"robots\" 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