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black (333), white (332), the (56), #alphago (50), 2017 (39), game (26), jie (23), may (22), and (17), moves (17), was (15), edit (15), chinese (12), association (12), games (11), stones (11), from (10), board (10), china (9), retrieved (9), master (9), google (9), match (9), deepmind (8), p16 (8), r16 (8), q15 (8), c12 (8), s16 (8), versus (7), wikipedia (7), this (7), zero (7), world (7), move (7), 2024 (7), 2022 (7), october (7), r17 (7), d14 (7), n10 (7), d16 (7), b13 (7), that (7), version (7), with (6), links (6), other (6), weiqi (6), 2023 (6), 2019 (6), j17 (6), s17 (6), m16 (6), n16 (6), c11 (6), d11 (6), c10 (6), e10 (6), c17 (6), m17 (6), c15 (6), m15 (6), r15 (6), b14 (6), c14 (6), s14 (6), r13 (6), q12 (6), f11 (6), d10 (6), g10 (6), e12 (6), three (6), search (5), page (5), computer (5), all (5), lee (5), 2025 (5), 2016 (5), sgf (5), after (5), p17 (5), q17 (5), d15 (5), l15 (5), b12 (5), f12 (5), r12 (5), o11 (5), r10 (5), r18 (5), g17 (5), e14 (5), k14 (5), f13 (5), g13 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Text of the page (random words):
ck l12 98 white j17 99 black g17 46 3 32 99 98 5 95 44 33 34 87 1 90 41 40 30 93 92 94 45 42 27 31 35 84 91 86 43 66 67 89 96 63 62 26 38 28 51 97 85 25 29 36 37 47 88 39 23 54 50 24 82 48 20 16 72 71 81 22 19 10 13 64 74 70 69 12 11 61 4 58 60 6 53 73 68 75 2 9 65 57 59 55 52 49 76 77 83 8 7 56 80 78 79 18 17 14 15 21 first 99 moves go board 19 by 19 black stones c17 g17 o17 r17 c16 p16 r16 b15 q15 a14 c14 d14 e14 r14 b13 g13 r13 a12 f12 l12 o12 q12 c11 e11 f11 c10 d10 k6 l6 q6 s6 l5 r5 b4 h4 k4 m4 r4 b3 c3 d3 e3 h3 m3 p3 r3 m2 q2 s2 r1 white stones b17 d17 j17 b16 d16 s16 c15 d15 r15 s15 q14 s14 f13 s13 b12 c12 d12 e12 d11 r11 e10 e9 o9 j8 c7 r7 s7 j6 p6 r6 b5 j5 k5 q5 c4 d4 e4 f4 l4 q4 g3 l3 q3 g2 j2 l2 p2 moves 0 white l17 1 black k16 2 white j16 3 black g15 4 white h18 5 black g18 6 white k14 7 black k15 8 white j15 9 black m16 10 white h13 11 black e13 12 white m17 13 black m15 14 white h14 15 black r12 16 white s12 17 black q11 18 white r10 19 black g9 20 white f16 21 black g16 22 white m14 23 black n14 24 white m13 25 black g7 26 white g6 27 black f6 28 white g5 29 black d8 30 white n5 31 black p5 32 white q7 33 black p4 34 white n13 35 black o14 36 white m5 37 black o6 38 white m7 40 white d9 41 black c9 42 white c8 43 black e8 44 white b9 45 black b11 46 white m11 47 black j11 48 white d1 49 black d2 50 white h11 51 black j9 52 white k9 53 black j10 54 white n16 55 black n17 56 white l15 57 black n15 58 white l16 59 black p7 60 white m1 61 black n1 62 white l1 63 black o2 64 white o13 65 black p13 66 white e1 67 black c1 68 white f2 69 black e2 70 white f1 71 black b1 72 white h8 73 black q8 74 white r8 75 black s17 76 white s5 77 black s4 78 white t6 79 black h7 80 white j7 81 black l9 82 white l10 83 black m9 84 white k8 85 black n10 86 white n11 87 black o10 88 white q9 89 black f7 90 white c6 91 black p8 92 white p9 93 black o11 94 white j12 95 black k11 96 white n18 97 black o18 98 white m18 99 black f15 marks triangle on black stone at q6 05 04 98 96 97 00 12 55 75 20 21 02 01 58 09 54 99 03 08 07 56 13 57 14 06 22 23 35 11 10 24 34 64 65 94 15 16 45 50 47 95 46 86 93 17 53 82 85 87 18 44 41 40 19 51 52 81 83 92 88 42 29 43 72 84 91 73 74 89 25 79 80 38 59 32 90 27 26 37 78 28 36 30 31 76 33 77 49 69 68 63 71 67 48 66 70 62 60 61 moves 100 199 139 at go board 19 by 19 black stones g18 o18 c17 g17 n17 o17 r17 s17 c16 g16 k16 m16 p16 r16 b15 f15 g15 k15 m15 n15 q15 a14 c14 d14 e14 n14 o14 r14 b13 e13 g13 p13 r13 a12 f12 l12 o12 q12 r12 b11 c11 e11 f11 j11 k11 o11 q11 c10 d10 j10 n10 o10 c9 g9 j9 l9 m9 d8 e8 p8 q8 f7 g7 h7 p7 f6 k6 l6 o6 q6 l5 p5 r5 b4 h4 k4 m4 p4 r4 s4 b3 c3 d3 e3 h3 m3 p3 r3 d2 e2 m2 o2 q2 s2 b1 c1 n1 r1 white stones h18 m18 n18 b17 d17 j17 l17 m17 b16 d16 f16 j16 l16 n16 s16 c15 d15 j15 l15 r15 s15 h14 k14 m14 q14 s14 f13 h13 m13 n13 o13 s13 b12 c12 d12 e12 j12 s12 d11 h11 m11 n11 r11 e10 l10 r10 b9 d9 e9 k9 o9 p9 q9 c8 h8 j8 k8 r8 c7 j7 m7 q7 r7 s7 c6 g6 j6 r6 t6 b5 g5 j5 k5 m5 n5 s5 c4 d4 e4 f4 l4 g3 l3 f2 g2 j2 l2 p2 d1 e1 f1 l1 m1 moves 0 white c18 1 black n4 2 white n7 3 black e18 4 white o19 5 black p19 6 white n19 7 black r18 8 white b10 9 black a11 10 white a10 11 black a13 12 white g8 13 black f9 14 white b8 15 black l13 16 white l14 17 black j18 18 white k18 19 black g19 20 white h19 21 black e16 22 white e17 23 black f17 24 white g14 25 black f14 26 white g10 27 black h9 28 white h12 29 black f10 30 white o5 31 black f3 32 white h2 33 black l8 34 white l7 35 black n6 36 white m6 37 black o8 38 white d18 39 black d19 40 white c19 41 black e19 42 white o4 43 black o3 44 white p10 45 black p11 46 white e6 47 black e7 48 white e5 49 black d7 50 white d6 51 black t4 52 white t5 53 black h6 54 white h5 55 black h17 56 white j19 57 black a5 58 white a6 59 black a4 60 white t17 61 black t18 62 white t16 63 black k13 64 white a16 65 black g12 66 white a15 67 black e15 68 white n8 69 black n9 70 white q10 71 black b14 72 white o7 73 black p6 74 white h15 75 black j13 76 white l11 77 black k12 78 white f8 79 black k10 80 white f5 81 black h10 82 white g11 83 black m8 84 white k7 85 black m12 86 white n12 87 black m10 88 white j14 89 black h16 40 39 41 19 20 56 06 04 05 00 38 03 17 18 07 61 22 23 55 60 64 21 89 62 66 67 74 71 25 24 88 16 11 75 63 15 65 28 77 85 86 09 82 76 45 10 08 29 26 81 79 87 44 70 13 27 69 14 78 12 33 83 68 37 49 47 84 34 02 72 58 50 46 53 36 35 73 57 48 80 54 30 52 59 01 42 51 31 43 32 moves 200 289 game 2 edit the second game was played on 25 may about 1 hour into the game demis hassabis tweeted that according to alphago s evaluations ke was playing perfectly 17 however ke later lost ground on the lower part of the board about 4 hours into the game alphago simplified the position and it became clear that ke was losing alphago black won by resignation after move 155 go board 19 by 19 moves 1 black r4 2 white q16 3 black c3 4 white c16 5 black e17 6 white p3 7 black q6 8 white d14 9 black o17 10 white r14 11 black q17 12 white r17 13 black r18 14 white p17 15 black q18 16 white p16 17 black p18 18 white s17 19 black o16 20 white n18 21 black m17 22 white m18 23 black r16 24 white s16 25 black k17 26 white n17 27 black q15 28 white p15 29 black m16 30 white l4 31 black j3 32 white f4 33 black d6 34 white j5 35 black c12 36 white c8 37 black e12 38 white c13 39 black b13 40 white b14 41 black f6 42 white e7 43 black e6 44 white e9 45 black l3 46 white m3 47 black m4 48 white k3 49 black l2 50 white k4 51 black k2 52 white n3 53 black j4 54 white h5 55 black g4 56 white d3 57 black g5 58 white c4 59 black m5 60 white l6 61 black m6 62 white l7 63 black d4 64 white h4 65 black h3 66 white g3 67 black g2 68 white f3 69 black h6 70 white k5 71 black f2 72 white d5 73 black c5 74 white e4 75 black b4 76 white n16 77 black o15 78 white p14 79 black m7 80 white m15 81 black l8 82 white k8 83 black g8 84 white l9 85 black m8 86 white k9 87 black n10 88 white g10 89 black q3 90 white q2 91 black r2 92 white q5 93 black r5 94 white p6 95 black p4 96 white o4 97 black q7 98 white p7 99 black o5 22 20 17 15 13 5 25 21 26 9 14 11 12 18 4 29 76 19 16 2 23 24 80 77 28 27 40 8 78 10 39 38 35 37 88 87 44 86 84 36 83 82 81 85 42 62 79 98 97 33 43 41 69 60 61 94 7 73 72 57 54 34 70 59 99 92 93 75 58 63 74 32 55 64 53 50 30 47 96 95 1 3 56 68 66 65 31 48 45 46 52 6 89 71 67 51 49 90 91 first 99 moves go board 19 by 19 black stones p18 q18 r18 e17 k17 m17 o17 q17 m16 o16 r16 o15 q15 b13 c12 e12 n10 g8 l8 m8 m7 q7 d6 e6 f6 h6 m6 q6 c5 g5 m5 o5 r5 b4 g4 j4 m4 p4 r4 c3 h3 j3 l3 q3 f2 g2 k2 l2 r2 white stones m18 n18 n17 p17 r17 s17 c16 n16 p16 q16 s16 m15 p15 b14 d14 p14 r14 c13 g10 e9 k9 l9 c8 k8 e7 l7 p7 l6 p6 d5 h5 j5 k5 q5 c4 e4 f4 h4 k4 l4 o4 d3 f3 g3 k3 m3 n3 p3 q2 moves 0 white b5 1 black d4 2 white p5 3 black q4 5 black c6 6 white o8 7 black m9 8 white n5 9 black q8 10 white o10 11 black o11 12 white p9 13 black o14 14 white n11 15 black m11 16 white n12 17 black p13 18 white q14 19 black l11 20 white j10 21 black m13 22 white o12 23 black p11 24 white p12 25 black q10 26 white q12 27 black q9 28 white b3 30 white k13 31 black l13 33 black k6 34 white j6 36 white f5 38 white g6 39 black l15 40 white n15 41 black k14 42 white k18 43 black j17 44 white j18 45 black e2 46 white h17 47 black c17 48 white b17 49 black d16 50 white c18 51 black c15 52 white d17 53 black c14 54 white d13 55 black b15 marks triangle on white stone at c4 50 44 42 48 47 52 46 43 49 55 51 39 40 53 41 13 18 54 30 31 21 17 16 22 24 26 19 15 14 11 23 20 10 25 07 12 27 06 09 05 38 34 33 00 36 08 02 01 03 28 45 moves 100 155 104 132 137 at 129 135 at 101 game 3 edit on 27 may ke jie white resigned in game three finishing the series with a 3 0 win for alphago at resignation alphago black had roughly an hour and a half of its time remaining while ke jie had roughly 32 minutes left on the clock go board 19 by 19 moves 1 black q4 2 white d4 3 black q17 4 white d16 5 black f3 6 white c6 7 black r12 8 white r6 9 black r5 10 white q6 11 black o4 12 white q9 13 black r10 14 white e3 15 black f4 16 white k3 17 black m3 18 white h3 19 black f7 20 white o2 21 black d7 22 white d6 23 black e6 24 white e8 25 black e7 26 white b8 27 black c9 28 white r3 29 black q3 30 white q2 31 black o3 32 white q16 33 black p17 34 white p11 35 black s3 36 white q13 37 black r16 38 white r13 39 black f2 40 white g5 41 black c3 42 white c8 43 black d8 44 white d9 45 black c10 46 white d10 47 black d11 48 white f10 49 black c12 50 white c4 51 black d3 52 white b11 53 black c11 54 white e4 55 black e2 56 white b3 57 black b2 58 white h7 59 black g11 60 white g10 61 black h10 62 white f11 63 black e10 64 white s2 65 black s4 66 white m2 67 black l2 68 white n2 69 black l3 70 white k2 71 black k1 72 white p2 73 black l5 74 white k6 75 black l6 76 white k7 77 black m8 78 white s7 79 black p7 80 white p6 81 black o7 82 white o6 83 black n6 84 white r15 85 black q15 86 white s16 87 black p16 88 white s14 89 black g9 90 white f9 91 black g8 92 white l8 93 black m9 94 white l9 95 black g12 96 white m10 97 black n10 98 white l10 99 black f17 99 33 3 4 87 32 37 86 85 84 88 36 38 49 95 7 52 53 47 62 59 34 45 46 63 48 60 61 98 96 97 13 27 44 90 89 94 93 12 26 42 43 24 91 92 77 21 25 19 58 76 81 79 78 6 22 23 74 75 83 82 80 10 8 40 73 9 50 2 54 15 11 1 65 56 41 51 14 5 18 16 69 17 31 29 28 35 57 55 39 70 67 66 68 20 72 30 64 71 first 99 moves go board 19 by 19 black stones f17 p17 q17 p16 r16 q15 c12 g12 r12 c11 d11 g11 c10 e10 h10 n10 r10 c9 g9 m9 d8 g8 m8 d7 e7 f7 o7 p7 e6 l6 n6 l5 r5 f4 o4 q4 s4 c3 d3 f3 l3 m3 o3 q3 s3 b2 e2 f2 l2 k1 white stones d16 s16 r15 s14 q13 r13 b11 f11 p11 d10 f10 g10 l10 m10 d9 f9 l9 q9 b8 c8 e8 l8 h7 k7 s7 c6 d6 k6 o6 p6 q6 r6 g5 c4 d4 e4 b3 e3 h3 k3 r3 k2 m2 n2 o2 p2 q2 s2 moves 0 white c14 1 black d18 2 white c17 3 black f15 4 white g16 5 black f16 6 white c18 7 black d14 8 white g13 9 black f12 10 white e14 11 black d15 12 white c15 13 black k16 14 white m17 15 black m16 16 white g17 17 black f18 18 white l16 19 black l15 20 white l17 21 black j17 22 white m15 23 black n16 24 white k15 25 black l14 26 white k14 27 black k13 28 white l13 29 black m14 30 white j13 31 black k12 32 white j12 33 black g15 34 white h15 35 black h16 36 white j15 37 black k17 38 white h17 39 black h18 40 white j16 41 black g18 42 white n5 43 black m7 44 white o5 45 black m5 46 white o9 47 black j2 48 white j3 49 black h2 50 white r18 51 black r17 52 white s18 53 black r8 54 white q8 55 black q7 56 white r7 57 black s8 58 white s11 59 black r9 60 white r11 61 black s17 62 white t17 63 black c7 64 white b7 65 black e5 66 white b4 67 black s6 68 white t7 69 black t2 70 white m1 71 black l1 72 white t6 73 black s1 74 white r2 75 black s5 76 white r1 77 black b9 78 white a2 79 black c2 80 white a6 81 black n14 82 white l12 83 black c13 84 white q18 85 black p18 86 white b13 87 black b12 88 white b14 89 black p12 90 white q12 91 black o11 92 white p10 93 black j9 94 white f13 95 black k11 96 white j11 97 black k10 98 white h11 99 black j8 06 01 17 41 39 85 84 50 52 02 16 38 21 37 20 14 51 61 62 05 04 35 40 13 18 15 23 12 11 03 33 34 36 24 19 22 88 00 07 10 26 25 29 81 86 83 94 08 30 27 28 87 09 32 31 82 89 90 98 96 95 91 60 58 97 92 77 93 46 59 99 54 53 57 64 63 43 55 56 68 80 67 72 65 45 42 44 75 66 48 78 79 49 47 74 69 71 70 76 73 moves 100 199 go board 19 by 19 black stones d18 f18 g18 h18 p18 f17 j17 k17 p17 q17 r17 s17 f16 k16 m16 n16 p16 r16 d15 f15 g15 l15 q15 d14 l14 m14 n14 c13 k13 b12 c12 f12 g12 k12 p12 r12 c11 d11 g11 k11 o11 c10 e10 h10 k10 n10 r10 b9 c9 g9 j9 m9 r9 d8 g8 j8 m8 r8 s8 c7 d7 e7 f7 m7 o7 p7 q7 e6 l6 n6 s6 e5 l5 m5 r5 s5 f4 o4 q4 s4 c3 d3 f3 l3 m3 o3 q3 s3 b2 c2 e2 f2 h2 j2 l2 t2 k1 l1 s1 white stones c18 q18 r18 s18 c17 g17 h17 l17 m17 t17 d16 g16 j16 l16 s16 c15 h15 j15 k15 m15 r15 b14 c14 e14 k14 s14 b13 f13 g13 j13 l13 q13 r13 j12 l12 q12 b11 f11 h11 j11 p11 r11 s11 d10 f10 g10 l10 m10 p10 d9 f9 l9 o9 q9 b8 c8 e8 l8 q8 b7 h7 k7 r7 s7 t7 a6 c6 d6 k6 o6 p6 q6 r6 t6 g5 n5 o5 b4 c4 d4 e4 b3 e3 h3 j3 k3 r3 a2 k2 m2 n2 o2 p2 q2 r2 s2 m1 r1 moves 0 white e12 1 black e9 2 white n12 3 black n11 4 white j10 5 black k9 6 white o12 7 black m11 8 white h9 9 black h8 00 02 06 07 03 04 01 08 05 09 moves 200 209 coverage edit the match was barred from being live streamed in china 18 the game however has been covered in china both online and on national television via zhejiang tv 19 see also edit alphago versus fan hui alphago versus lee sedol references edit 柯洁迎19岁生日 雄踞人类世界排名第一已两年 in chinese may 2017 byford sam 27 may 2017 alphago retires from competitive go after defeating world number one 3 0 the verge retrieved 15 january 2022 history of go ratings june 2017 韩版围棋世界排名 与欧洲版差别大 连笑进前三 in chinese 世界棋士レーティング 囲碁 in japanese 中国围棋等级分 17 05 31 in chinese qipai org 6 june 2017 archived from the original on 26 october 2017 retrieved 26 october 2017 alphago learning from scratch deepmind s official website 18 october 2017 archived from the original on 19 october 2017 retrieved 25 october 2017 1 2 silver david schrittwieser julian simonyan karen antonoglou ioannis huang aja guez arthur hubert thomas baker lucas lai matthew bolton adrian chen yutian lillicrap timothy fan hui sifre laurent driessche george van den graepel thore hassabis demis 19 october 2017 mastering the game of go without human knowledge pdf nature 550 7676 354 359 bibcode 2017natur 550 354s doi 10 1038 nature24270 issn 0028 0836 pmid 29052630 s2cid 205261034 alphago棋力比去年涨三子 柯洁想赢它可能只剩一招 in chinese sina 25 may 2017 retrieved 1 june 2017 韩媒 alphago比去年强大太多 近日三次战胜柯洁 in chinese sina com 11 january 2017 retrieved 1 november 2017 world no 1 go player ke jie takes on upgraded alphago in may 10 april 2017 ke jie vs alphago 8 things you must know 27 may 2017 archived from the original on 14 december 2017 retrieved 27 may 2017 revamped alphago wins first game against chinese go grandmaster 23 may 2017 google s alphago continues dominance with second win in china 25 may 2017 after win in china alphago s designers explore new ai 27 may 2017 中国围棋协会授予alphago职业九段 并颁发证书 in chinese 27 may 2017 retrieved 28 may 2017 hassabis tweet hern alex 24 may 2017 china censored google s alphago match against world s best go player via the guardian 录像 浙江卫视解说柯洁对战alphago专题节目 m baidu com retrieved 26 april 2021 external links edit commentary from deepmind archived 6 june 2019 at the wayback machine ke jie s comments after the game commentary at sensei s library sgf files edit game 1 game 2 game 3 v t e google ai google google brain google deepmind computer programs alphago versions alphago 2015 master 2016 alphago zero 2017 alphazero 2017 muzero 2019 competitions fan hui 2015 lee sedol 2016 ke jie 2017 in popular culture alphago 2017 other alphafold 2018 alphastar 2019 alphatensor 2022 alphadev 2023 funsearch 2023 alphageometry 2024 alphaproof 2024 alphaevolve 2025 alphagenome 2025 machine learning neural networks inception 2014 wavenet 2016 mobilenet 2017 transformer 2017 efficientnet 2019 gato 2022 other quant...