Future of Go Summit

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The Future of Go Summit (Chinese: 中国乌镇围棋峰会) was held in May 2017 by the Chinese Go Association, Sport Bureau of Zhejiang Province and Google in Wuzhen, Zhejiang, the permanent host of the World Internet Conference. It featured five Go games involving AlphaGo and top Chinese Go players,[1] as well as a forum on the future of AI.[2][3] It was Google’s biggest public event in partnership with the Chinese government since Google China's search engine was moved out of mainland China to Hong Kong due to the government censorship in 2010. It was seen as a charm offensive launched by Google toward Chinese officials, being part of effort to reopen China's market.[4][5]

The version of AlphaGo used in this Summit was AlphaGo Master,[6][7] using four TPUs on a single machine with Elo rating 4,858.[8] DeepMind claimed that this version was 3-stones stronger in games of self-play against itself than the version used in AlphaGo v. Lee Sedol.[9]

After winning its three-game match against Chinese grandmaster Ke Jie, the world's top Go player, AlphaGo was awarded professional 9-dan by Chinese Weiqi Association.[10] DeepMind announced that AlphaGo would retire, and DeepMind would disband the team that worked on Go and spend their time exploring new AI in other areas instead of Go. After the Summit, DeepMind released 50 games AlphaGo played against itself.[11]

Schedule[edit]

Games[edit]

Ke Jie vs AlphaGo[edit]

Match Date Black White Time control Result Moves
1 23 May 2017 Ke Jie AlphaGo 3 hours + five 60-second byo-yomi W+0.5 289
2 25 May 2017 AlphaGo Ke Jie 3 hours + five 60-second byo-yomi B+Res 155
3 27 May 2017 AlphaGo Ke Jie 3 hours + five 60-second byo-yomi B+Res 209
Result: AlphaGo 3 – 0 Ke Jie

Google DeepMind offered 1.5 million dollars winner prizes for this match while the losing side took 300,000 dollars for participating in the three games.[15][16][17] AlphaGo won all three games.[18][19]

Pair Go[edit]

Match Date Black White Time control Result Moves
Pair Go 26 May 2017 AlphaGo +
Gu Li
AlphaGo+
Lian Xiao
1 hour +
one 60-second byo-yomi
W+Res 220

The pair Go game was played on 26 May morning. Gu Li, an eight-time world champion, and Lian Xiao, the current Chinese Mingren and Tianyuan titles holder, each had their own AlphaGo teammate, alternating moves in tag team style.[20] The move sequence was Gu Li (black), Lian Xiao (white), AlphaGo (black), and AlphaGo (white).[21]

Go ul.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go ur.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 71.svg Go 74.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 60.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go w2.svg Go 64.svg Go board diagram image.svg Go board diagram image.svg Go 87.svg Go 86.svg Go board diagram image.svg Go board diagram image.svg Go 73.svg Go 72.svg Go board diagram image.svg Go 24.svg Go 28.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go 92.svg Go 63.svg Go 84.svg Go 65.svg Go board diagram image.svg Go 88.svg Go board diagram image.svg Go -.svg Go 69.svg Go board diagram image.svg Go 26.svg Go 25.svg Go board diagram image.svg Go b1.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go 66.svg Go 91.svg Go 85.svg Go 94.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 27.svg Go board diagram image.svg Go 29.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 90.svg Go 89.svg Go 99.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 22.svg Go 67.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 97.svg Go 95.svg Go 93.svg Go 96.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 98.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 79.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 61.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go 62.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 76.svg Go 77.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go -.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 70.svg Go board diagram image.svg Go 68.svg Go 75.svg Go board diagram image.svg Go board diagram image.svg Go -.svg Go 30.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 78.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 82.svg Go 81.svg Go board diagram image.svg Go 83.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 51.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 80.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 45.svg Go 43.svg Go 44.svg Go 55.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 23.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b9.svg Go 42.svg Go 57.svg Go r.svg
Go l.svg Go board diagram image.svg Go b5.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 59.svg Go 36.svg Go board diagram image.svg Go board diagram image.svg Go 41.svg Go 40.svg Go 48.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go 15.svg Go 11.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go -.svg Go 10.svg Go 37.svg Go 35.svg Go board diagram image.svg Go w8.svg Go 38.svg Go b3.svg Go 46.svg Go r.svg
Go l.svg Go board diagram image.svg Go 16.svg Go w4.svg Go 13.svg Go 12.svg Go 21.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 33.svg Go 32.svg Go board diagram image.svg Go w6.svg Go b7.svg Go 39.svg Go 47.svg Go 58.svg
Go l.svg Go board diagram image.svg Go 18.svg Go 17.svg Go 14.svg Go 19.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 31.svg Go board diagram image.svg Go 50.svg Go 34.svg Go 49.svg Go 56.svg Go 53.svg
Go dl.svg Go d.svg Go d.svg Go 20.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go 52.svg Go 54.svg Go dr.svg
First 99 moves
Go ul.svg Go u.svg Go u.svg Go u.svg Go u.svg Go 97.svg Go 99.svg Go 98.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go ur.svg
Go l.svg Go board diagram image.svg Go 90.svg Go 87.svg Go 79.svg Go 96.svg Go 89.svg Go 12.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go w.svg Go w.svg Go 88.svg Go 94.svg Go b.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go w.svg Go board diagram image.svg Go w.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go w.svg Go -.svg Go w.svg Go b.svg Go 95.svg Go w.svg Go board diagram image.svg Go -.svg Go b.svg Go board diagram image.svg Go w.svg Go b.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go 74.svg Go r.svg
Go l.svg Go 92.svg Go 91.svg Go w.svg Go b.svg Go b.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go 00.svg Go 02.svg Go 14.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go b.svg Go 69.svg Go 77.svg Go 78.svg
Go l.svg Go 93.svg Go 11.svg Go 26.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go b.svg Go b.svg Go 01.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go b.svg Go 66.svg Go r.svg
Go l.svg Go board diagram image.svg Go 57.svg Go 27.svg Go b.svg Go b.svg Go b.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 73.svg Go board diagram image.svg Go 70.svg Go 68.svg Go 72.svg Go r.svg
Go l.svg Go 55.svg Go 56.svg Go 67.svg Go board diagram image.svg Go board diagram image.svg Go 04.svg Go w.svg Go board diagram image.svg Go 13.svg Go board diagram image.svg Go 15.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go 75.svg Go b.svg Go 71.svg Go r.svg
Go 63.svg Go 54.svg Go 65.svg Go w.svg Go 05.svg Go board diagram image.svg Go 06.svg Go 03.svg Go 16.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go 61.svg Go 62.svg Go -.svg Go 09.svg Go 08.svg Go 07.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go w.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go -.svg Go w.svg Go board diagram image.svg Go r.svg
Go l.svg Go 64.svg Go 60.svg Go 45.svg Go 17.svg Go 10.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 80.svg Go w.svg Go 81.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go 44.svg Go 23.svg Go 22.svg Go 18.svg Go board diagram image.svg Go 19.svg Go board diagram image.svg Go w.svg Go b.svg Go 30.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go r.svg
Go l.svg Go 58.svg Go 25.svg Go 24.svg Go 34.svg Go board diagram image.svg Go board diagram image.svg Go 52.svg Go 48.svg Go w.svg Go board diagram image.svg Go 31.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go b.svg Go board diagram image.svg Go b.svg
Go l.svg Go 82.svg Go 59.svg Go 33.svg Go 32.svg Go 29.svg Go 21.svg Go b.svg Go 42.svg Go 47.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go w.svg Go b.svg Go r.svg
Go 84.svg Go 83.svg Go b.svg Go board diagram image.svg Go 35.svg Go 28.svg Go 20.svg Go 36.svg Go 37.svg Go 50.svg Go board diagram image.svg Go b.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go w.svg Go w.svg Go r.svg
Go l.svg Go 76.svg Go 85.svg Go b.svg Go b.svg Go 41.svg Go board diagram image.svg Go 38.svg Go 39.svg Go 51.svg Go w.svg Go b.svg Go b.svg Go board diagram image.svg Go w.svg Go w.svg Go board diagram image.svg Go w.svg Go r.svg
Go l.svg Go 86.svg Go w.svg Go w.svg Go b.svg Go w.svg Go b.svg Go 40.svg Go 46.svg Go 49.svg Go board diagram image.svg Go b.svg Go w.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go w.svg
Go l.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go w.svg Go b.svg Go board diagram image.svg Go 43.svg Go 53.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go w.svg Go w.svg Go board diagram image.svg Go w.svg Go b.svg
Go dl.svg Go d.svg Go d.svg Go w.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go w.svg Go w.svg Go dr.svg
Moves 100–199
Go ul.svg Go u.svg Go u.svg Go u.svg Go u.svg Go b.svg Go b.svg Go w.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go ur.svg
Go l.svg Go board diagram image.svg Go w.svg Go b.svg Go b.svg Go w.svg Go b.svg Go w.svg Go board diagram image.svg Go 14.svg Go board diagram image.svg Go b.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go w.svg Go w.svg Go w.svg Go w.svg Go b.svg Go w.svg Go 04.svg Go board diagram image.svg Go b.svg Go w.svg Go 18.svg Go w.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go w.svg Go -.svg Go w.svg Go b.svg Go b.svg Go w.svg Go 01.svg Go 13.svg Go b.svg Go 17.svg Go w.svg Go b.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go w.svg Go r.svg
Go 00.svg Go w.svg Go b.svg Go w.svg Go b.svg Go b.svg Go w.svg Go 03.svg Go 02.svg Go w.svg Go w.svg Go w.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go b.svg Go b.svg Go b.svg Go w.svg
Go l.svg Go b.svg Go b.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go b.svg Go b.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go b.svg Go w.svg Go 12.svg
Go l.svg Go board diagram image.svg Go b.svg Go b.svg Go b.svg Go b.svg Go b.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go w.svg Go w.svg Go w.svg Go r.svg
Go l.svg Go b.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go w.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go b.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go b.svg Go b.svg Go r.svg
Go b.svg Go board diagram image.svg Go b.svg Go w.svg Go b.svg Go board diagram image.svg Go w.svg Go b.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go b.svg Go w.svg Go -.svg Go b.svg Go w.svg Go b.svg Go 15.svg Go board diagram image.svg Go w.svg Go 08.svg Go w.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go -.svg Go w.svg Go board diagram image.svg Go r.svg
Go l.svg Go w.svg Go w.svg Go b.svg Go b.svg Go w.svg Go board diagram image.svg Go 16.svg Go 19.svg Go 20.svg Go 07.svg Go w.svg Go w.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go w.svg Go b.svg Go w.svg Go w.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go w.svg Go b.svg Go w.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go r.svg
Go l.svg Go w.svg Go b.svg Go w.svg Go w.svg Go board diagram image.svg Go 10.svg Go w.svg Go w.svg Go w.svg Go 05.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go b.svg Go board diagram image.svg Go b.svg
Go l.svg Go w.svg Go b.svg Go b.svg Go w.svg Go b.svg Go b.svg Go b.svg Go w.svg Go b.svg Go 06.svg Go board diagram image.svg Go 09.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go w.svg Go b.svg Go r.svg
Go w.svg Go b.svg Go b.svg Go board diagram image.svg Go b.svg Go w.svg Go w.svg Go w.svg Go b.svg Go w.svg Go board diagram image.svg Go b.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go w.svg Go w.svg Go r.svg
Go l.svg Go w.svg Go b.svg Go b.svg Go b.svg Go b.svg Go 11.svg Go w.svg Go b.svg Go b.svg Go w.svg Go b.svg Go b.svg Go board diagram image.svg Go w.svg Go w.svg Go board diagram image.svg Go w.svg Go r.svg
Go l.svg Go w.svg Go w.svg Go w.svg Go b.svg Go board diagram image.svg Go b.svg Go w.svg Go w.svg Go b.svg Go board diagram image.svg Go b.svg Go w.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go w.svg
Go l.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go w.svg Go b.svg Go board diagram image.svg Go b.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go w.svg Go w.svg Go board diagram image.svg Go w.svg Go b.svg
Go dl.svg Go d.svg Go d.svg Go w.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go w.svg Go w.svg Go dr.svg
Moves 200–220

After move 198, the black AlphaGo proposed resignation, but rejected by its teammate Gu Li.[22] The white AlphaGo and Lian Xiao finally won by resignation after move 220.

This pair Go game provided a glimpse of how human players might be able to use AI tools in the future, benefiting from the computer's insights while also relying on their own intuition.[20] After the match, David Silver, the lead researcher for AlphaGo said: "Pair Go was a beautiful game. All four players made some brilliant and creative moves. It felt like four painters working together on a shared canvas, all with different styles, all combining together to make something truly beautiful."[23]

Team Go[edit]

Match Date Black White Time control Result Moves
Team Go 26 May 2017 Chen Yaoye/Zhou Ruiyang/Mi Yuting/
Shi Yue/Tang Weixing
AlphaGo 2.5 hours + three 60-second byo-yomi W+Res 254

The team Go match was held on 26 May afternoon. In this five-on-one match, five world champion players, Chen Yaoye, Zhou Ruiyang, Mi Yuting, Shi Yue, and Tang Weixing (black), joined forces to play against AlphaGo (white).[24] There was a two-and-a-half-hour set time limit for each side followed by three 60-second byo-yomi overtime periods.[25] Consulting each other on every move, the human team approached the challenge in a light-hearted manner, obviously enjoying the experience of playing together.[20] Chosen as the team leader, Zhou Ruiyang positioned the stones on the board during regular time.[25] Tang Weixing put down the stones in overtime, almost working on his own,[25] and finally resigned in the face of AlphaGo’s certain victory.[26] Eric Schmidt, the Executive Chairman of DeepMind's parent company Alphabet, Inc. tweeted: "This speaks volumes about where AI is headed - human players are teaming up with AlphaGo to have even more fun with the game!".[27]

Go 98.svg Go 97.svg Go 76.svg Go 70.svg Go 75.svg Go u.svg Go u.svg Go u.svg Go 79.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go u.svg Go ur.svg
Go l.svg Go 74.svg Go 69.svg Go 52.svg Go 55.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 77.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go 72.svg Go 71.svg Go 73.svg Go 49.svg Go board diagram image.svg Go 50.svg Go board diagram image.svg Go 53.svg Go board diagram image.svg Go 64.svg Go board diagram image.svg Go 78.svg Go board diagram image.svg Go 43.svg Go 42.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go w2.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 60.svg Go 62.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b1.svg Go 44.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go 56.svg Go board diagram image.svg Go board diagram image.svg Go 51.svg Go board diagram image.svg Go board diagram image.svg Go 59.svg Go board diagram image.svg Go 94.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 47.svg Go 46.svg Go 95.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 57.svg Go 58.svg Go 63.svg Go board diagram image.svg Go board diagram image.svg Go 80.svg Go board diagram image.svg Go board diagram image.svg Go 67.svg Go 45.svg Go 48.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 61.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 84.svg Go board diagram image.svg Go 81.svg Go 66.svg Go 65.svg Go 82.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 54.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 83.svg Go 86.svg Go board diagram image.svg Go 91.svg Go 85.svg Go 68.svg Go r.svg
Go l.svg Go board diagram image.svg Go 33.svg Go 35.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 92.svg Go board diagram image.svg Go board diagram image.svg Go 89.svg Go 88.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go -.svg Go 34.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 41.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go -.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 38.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go 31.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 36.svg Go 37.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go b9.svg Go board diagram image.svg Go 32.svg Go board diagram image.svg Go board diagram image.svg Go 39.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 19.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go b7.svg Go w8.svg Go 10.svg Go board diagram image.svg Go 29.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 18.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go 13.svg Go 30.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 27.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 16.svg Go 17.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go 11.svg Go w4.svg Go board diagram image.svg Go board diagram image.svg Go 15.svg Go board diagram image.svg Go 21.svg Go 22.svg Go 40.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go -.svg Go b3.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go 12.svg Go 14.svg Go board diagram image.svg Go b5.svg Go board diagram image.svg Go 26.svg Go 20.svg Go 23.svg Go 24.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go w6.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 25.svg Go 28.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go dl.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go dr.svg
First 99 moves (87/93/99 at 65, 90/96 at 66)
Go w.svg Go u.svg Go w.svg Go w.svg Go b.svg Go u.svg Go u.svg Go 78.svg Go b.svg Go u.svg Go u.svg Go 84.svg Go u.svg Go 85.svg Go 55.svg Go 53.svg Go u.svg Go u.svg Go ur.svg
Go l.svg Go w.svg Go board diagram image.svg Go w.svg Go b.svg Go board diagram image.svg Go 56.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go 80.svg Go 57.svg Go 79.svg Go 54.svg Go 21.svg Go 20.svg Go 26.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go w.svg Go b.svg Go b.svg Go b.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go b.svg Go 58.svg Go w.svg Go 81.svg Go w.svg Go 27.svg Go b.svg Go w.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go 82.svg Go 83.svg Go board diagram image.svg Go b.svg Go w.svg Go 52.svg Go r.svg
Go l.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go 04.svg Go 03.svg Go board diagram image.svg Go b.svg Go w.svg Go b.svg Go r.svg
Go l.svg Go board diagram image.svg Go 48.svg Go 47.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go b.svg Go w.svg Go 33.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go 49.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go b.svg Go 02.svg Go bT.svg Go w.svg
Go l.svg Go 88.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 92.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go 40.svg Go 44.svg Go b.svg Go w.svg Go board diagram image.svg Go b.svg Go b.svg Go w.svg Go r.svg
Go l.svg Go board diagram image.svg Go b.svg Go b.svg Go 93.svg Go 91.svg Go 90.svg Go board diagram image.svg Go board diagram image.svg Go 42.svg Go board diagram image.svg Go 43.svg Go w.svg Go 46.svg Go 65.svg Go b.svg Go w.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go -.svg Go w.svg Go board diagram image.svg Go 89.svg Go 94.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go 75.svg Go 45.svg Go 51.svg Go 64.svg Go -.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go 37.svg Go 35.svg Go board diagram image.svg Go 59.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 74.svg Go 77.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go 34.svg Go b.svg Go board diagram image.svg Go 29.svg Go board diagram image.svg Go w.svg Go b.svg Go board diagram image.svg Go 63.svg Go board diagram image.svg Go 67.svg Go 66.svg Go 73.svg Go 39.svg Go board diagram image.svg Go 07.svg Go r.svg
Go l.svg Go 38.svg Go 32.svg Go b.svg Go board diagram image.svg Go w.svg Go 30.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go 62.svg Go 97.svg Go 68.svg Go 41.svg Go 12.svg Go b.svg Go 06.svg Go 13.svg
Go l.svg Go 36.svg Go b.svg Go w.svg Go w.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 96.svg Go 95.svg Go 98.svg Go 76.svg Go 71.svg Go w.svg Go 00.svg Go 01.svg Go r.svg
Go l.svg Go board diagram image.svg Go b.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go 99.svg Go board diagram image.svg Go 69.svg Go 50.svg Go w.svg Go b.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go b.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go b.svg Go w.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go 70.svg Go 15.svg Go 16.svg Go b.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go w.svg Go w.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go w.svg Go w.svg Go b.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go 18.svg Go w.svg Go 09.svg Go 17.svg Go 87.svg Go r.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go 24.svg Go 23.svg Go 10.svg Go 60.svg Go 61.svg Go r.svg
Go dl.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go 86.svg Go dr.svg
Moves 100–199 (105/111/119/125/131 at Go bT.svg,
108/114/122/128 at 102, 172 at 115)
Go w.svg Go u.svg Go w.svg Go w.svg Go b.svg Go u.svg Go u.svg Go w.svg Go b.svg Go 14.svg Go 13.svg Go w.svg Go 21.svg Go b.svg Go b.svg Go b.svg Go u.svg Go u.svg Go ur.svg
Go l.svg Go w.svg Go board diagram image.svg Go w.svg Go b.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go 20.svg Go b.svg Go w.svg Go b.svg Go b.svg Go board diagram image.svg Go b.svg Go w.svg Go w.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go w.svg Go b.svg Go b.svg Go b.svg Go board diagram image.svg Go w.svg Go 22.svg Go b.svg Go w.svg Go w.svg Go b.svg Go board diagram image.svg Go b.svg Go b.svg Go w.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go 52.svg Go w.svg Go 46.svg Go 47.svg Go 44.svg Go board diagram image.svg Go w.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go b.svg Go board diagram image.svg Go b.svg Go w.svg Go w.svg Go r.svg
Go l.svg Go board diagram image.svg Go w.svg Go 45.svg Go 50.svg Go b.svg Go 48.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go w.svg Go b.svg Go board diagram image.svg Go b.svg Go w.svg Go b.svg Go r.svg
Go l.svg Go board diagram image.svg Go w.svg Go b.svg Go 51.svg Go board diagram image.svg Go 49.svg Go b.svg Go board diagram image.svg Go b.svg Go 29.svg Go 30.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go b.svg Go board diagram image.svg Go b.svg
Go l.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go 09.svg Go 35.svg Go 34.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go b.svg Go w.svg
Go l.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go 15.svg Go w.svg Go 23.svg Go w.svg Go board diagram image.svg Go 28.svg Go w.svg Go w.svg Go b.svg Go w.svg Go board diagram image.svg Go b.svg Go b.svg Go w.svg Go r.svg
Go l.svg Go 08.svg Go b.svg Go b.svg Go b.svg Go b.svg Go w.svg Go 24.svg Go board diagram image.svg Go w.svg Go 27.svg Go b.svg Go w.svg Go w.svg Go b.svg Go b.svg Go w.svg Go board diagram image.svg Go r.svg
Go 26.svg Go 12.svg Go 16.svg Go 17.svg Go w.svg Go 11.svg Go b.svg Go w.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go b.svg Go b.svg Go b.svg Go w.svg Go -.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go 25.svg Go b.svg Go b.svg Go 37.svg Go b.svg Go board diagram image.svg Go 10.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go 41.svg Go 40.svg Go w.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go board diagram image.svg Go r.svg
Go 18.svg Go 38.svg Go w.svg Go b.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go w.svg Go b.svg Go board diagram image.svg Go b.svg Go 05.svg Go b.svg Go w.svg Go b.svg Go b.svg Go board diagram image.svg Go b.svg Go r.svg
Go l.svg Go w.svg Go w.svg Go b.svg Go board diagram image.svg Go w.svg Go w.svg Go 07.svg Go b.svg Go board diagram image.svg Go 01.svg Go w.svg Go b.svg Go w.svg Go b.svg Go w.svg Go b.svg Go board diagram image.svg Go b.svg
Go l.svg Go w.svg Go b.svg Go w.svg Go w.svg Go board diagram image.svg Go b.svg Go 33.svg Go 32.svg Go 06.svg Go w.svg Go b.svg Go w.svg Go w.svg Go b.svg Go w.svg Go w.svg Go b.svg Go r.svg
Go l.svg Go board diagram image.svg Go b.svg Go w.svg Go board diagram image.svg Go 31.svg Go board diagram image.svg Go 43.svg Go b.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go 00.svg Go b.svg Go w.svg Go w.svg Go b.svg Go board diagram image.svg Go r.svg
Go l.svg Go 54.svg Go b.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go b.svg Go 42.svg Go b.svg Go w.svg Go w.svg Go 04.svg Go board diagram image.svg Go w.svg Go w.svg Go w.svg Go b.svg Go board diagram image.svg Go r.svg
Go l.svg Go board diagram image.svg Go w.svg Go w.svg Go board diagram image.svg Go b.svg Go board diagram image.svg Go w.svg Go w.svg Go b.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go w.svg Go b.svg Go b.svg Go b.svg Go r.svg
Go l.svg Go 53.svg Go board diagram image.svg Go board diagram image.svg Go 02.svg Go 03.svg Go board diagram image.svg Go board diagram image.svg Go 36.svg Go b.svg Go w.svg Go board diagram image.svg Go board diagram image.svg Go w.svg Go b.svg Go w.svg Go w.svg Go b.svg Go r.svg
Go dl.svg Go d.svg Go d.svg Go d.svg Go d.svg Go 39.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go d.svg Go w.svg Go dr.svg
Moves 200–254 (219 at 213)

White 54 is a surprising move to human players.[28][29] After move 58, Ke Jie pointed out that White could play 60, but was teased by other professional players in the research room until AlphaGo actually played this position.[30] Tan Xiao commented that it's difficult for Black to win after move 64.[28]

Chinese coverage[edit]

The game was widely reported by Chinese media and became one of the hottest topics on social networks.[31][32][33] However, due to the instruction of the Chinese authorities, the state owned China Central Television cancelled the plan to live telecast the game, and live streaming on all Chinese websites was cut off.[34][35] The only official live broadcast was on YouTube, which is blocked in China. The restrictions caused widespread complaints among Chinese netizens on the social platform Sina Weibo.[36] Chinese media was instructed to play down the mention of Google or Google's products in their reports, as its services are blocked in China.[37][38]

References[edit]

  1. ^ "Exploring the mysteries of Go with AlphaGo and China's top players". DeepMind. 10 April 2017. Retrieved 10 April 2017. 
  2. ^ "DeepMind's AlphaGo is back..and this time it's taking on five humans at once". Wired.com. 10 April 2017. Retrieved 10 April 2017. 
  3. ^ "AlphaGo China | DeepMind". DeepMind. Retrieved 2017-05-25. 
  4. ^ "Google deploys AI for Go tournament in China charm offensive AlphaGo". Financial Times. Retrieved 2017-05-23. 
  5. ^ "Google tries again in China using AlphaGo event that targets the young". Market Watch. Retrieved 2017-05-27. 
  6. ^ "AlphaGo官方解读让三子 对人类高手没这种优势" (in Chinese). Sina.com. 25 May 2017. Retrieved 1 June 2017. 
  7. ^ "各版alphago实力对比 master能让李世石版3子" (in Chinese). Sina.com. 24 May 2017. Retrieved 2 June 2017. 
  8. ^ 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". Nature. 550 (7676): 354–359. doi:10.1038/nature24270. ISSN 0028-0836. Retrieved 10 December 2017. closed access publication – behind paywall
  9. ^ "AlphaGo棋力比去年涨三子 柯洁想赢它可能只剩一招" (in Chinese). Sina.com. 25 May 2017. Retrieved 1 June 2017. 
  10. ^ "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. 
  11. ^ "After Win in China, AlphaGo's Designers Explore New AI". 2017-05-27. 
  12. ^ a b c "The Future of Go Summit". Retrieved 2017-05-25. 
  13. ^ "人机大战第二季5月乌镇见! 慢棋+团队配对赛" (in Chinese). Sina.com. 10 April 2017. Retrieved 20 May 2017. 
  14. ^ "柯洁AlphaGo大战发布会举行 胜者获150万美金" (in Chinese). Sina.com. 10 April 2017. Retrieved 20 May 2017. 
  15. ^ "World No.1 Go player Ke Jie takes on upgraded AlphaGo in May". 2017-04-10. 
  16. ^ "Ke Jie vs. AlphaGo: 8 things you must know". 2017-05-27. 
  17. ^ "8 things you should know about the AlphaGo vs. Ke Jie match". 2017-05-27. 
  18. ^ "Revamped AlphaGo Wins First Game Against Chinese Go Grandmaster". 2017-05-23. 
  19. ^ "Google's AlphaGo Continues Dominance With Second Win in China". 2017-05-25. 
  20. ^ a b c "AlphaGo Pair and Team Go wrap up". American Go Association. 26 May 2017. Retrieved 29 May 2017. 
  21. ^ "配对赛解析:人类出彩 连笑成阿法狗"大腿"?" (in Chinese). QQ.com. 26 May 2017. Retrieved 29 May 2017. 
  22. ^ "连笑队赢人机配对赛 AlphaGo欲认输遭古力拒绝" (in Chinese). QQ.com. 26 May 2017. Retrieved 9 June 2017. 
  23. ^ "AlphaGo Triumphs In China". I Programmer. 27 May 2017. Retrieved 30 May 2017. 
  24. ^ "Google AlphaGo AI took on 5 champion Go players at once and still won". TechRepublic. 26 May 2017. Retrieved 29 May 2017. 
  25. ^ a b c "AlphaGo triumphs over team of five at Go game". Global Times. 26 May 2017. Retrieved 30 May 2017. 
  26. ^ "Google's AlphaGo AI defeats team of five leading Go players". TechCrunch. 26 May 2017. Retrieved 30 May 2017. 
  27. ^ "Google's AI-powered AlphaGo defeats five leading Go players". The Economic Times. 27 May 2017. Retrieved 4 June 2017. 
  28. ^ a b "人类再败!中国五顶尖棋手联手 仍不敌AlphaGo" (in Chinese). QQ.com. 26 May 2017. Retrieved 9 June 2017. 
  29. ^ "围棋峰会团队赛无悬念 AlphaGo执白中盘胜中国队" (in Chinese). 弈城围棋网. 26 May 2017. Retrieved 9 June 2017. 
  30. ^ "详解5名顶尖棋手输在哪?开局不利意见存分歧" (in Chinese). QQ.com. 26 May 2017. Retrieved 9 June 2017. 
  31. ^ "Pessimism looms over Chinese Go master's upcoming match against AlphaGo". www.ecns.cn. 
  32. ^ "AlphaGo 1, human 0 in first of 3 games". www.ecns.cn. 
  33. ^ F_200804. "Chinese Go master Ke Jie loses to Google's AlphaGo in first of three-game match - People's Daily Online". en.people.cn. 
  34. ^ 中国限制直播柯洁与 AlphaGo 的人机大战 Archived 2017-05-22 at the Wayback Machine..Solidot.
  35. ^ 柯洁和AlphaGo对弈.
  36. ^ "The world's top Go player was beaten by Google's AI — and Chinese authorities banned the livestream". Mashable.
  37. ^ "AlphaGo wins first match of three over Chinese Go master with ability to surprise". South China Morning Post.
  38. ^ "An epic man-against-machine tournament is taking place in China but Chinese viewers can’t watch it live". Quartz.

External links[edit]