AlphaGo versus Lee Sedol (English Wikipedia)

"'첫 불계승' 이세돌, 커제 9단 태도 좌우…알파고와의 5국 중계는 어디서?". Hankook Ilbo (in Korean). 14 March 2016. Archived from the original on 15 March 2016. Retrieved 17 March 2016."...if today's performance was its true capability, then it doesn't deserve to play against me."

harvard.edu (Global: 18^th place; English: 17^th place)

ui.adsabs.harvard.edu

Silver, David; Huang, Aja; Maddison, Chris J.; Guez, Arthur; Sifre, Laurent; Driessche, George van den; Schrittwieser, Julian; Antonoglou, Ioannis; Panneershelvam, Veda; Lanctot, Marc; Dieleman, Sander; Grewe, Dominik; Nham, John; Kalchbrenner, Nal; Sutskever, Ilya; Lillicrap, Timothy; Leach, Madeleine; Kavukcuoglu, Koray; Graepel, Thore; Hassabis, Demis (28 January 2016). "Mastering the game of Go with deep neural networks and tree search". Nature. 529 (7587): 484–489. Bibcode:2016Natur.529..484S. doi:10.1038/nature16961. ISSN 0028-0836. PMID 26819042. S2CID 515925.

ijcai.org (Global: low place; English: low place)

"Marvin Minsky Medal for Outstanding Achievements in AI". International Joint Conference on Artificial Intelligence. 19 October 2017. Retrieved 21 October 2017.

independent.co.uk (Global: 36^th place; English: 33^rd place)

Connor, Steve (27 January 2016). "A computer has beaten a professional at the world's most complex board game". The Independent. Archived from the original on 28 January 2016. Retrieved 28 January 2016.

inverse.com (Global: 1,239^th place; English: 760^th place)

Hoffman, William (9 March 2016). "Elon Musk Says Google Deepmind's Go Victory Is a 10-Year Jump For A.I." Inverse. Retrieved 12 March 2016.

joins.com (Global: 314^th place; English: 285^th place)

chinese.joins.com

"李世乭: 即使Alpha Go得到升级也一样能赢" (in Chinese). JoongAng Ilbo. 23 February 2016. Retrieved 24 February 2016.

koreatimes.co.kr (Global: 536^th place; English: 386^th place)

"AlphaGo victorious once again". The Korea Times. 11 March 2016. Retrieved 16 March 2016.
Yoon Sung-won (14 March 2016). "Lee Se-dol shows AlphaGo beatable". The Korea Times. Retrieved 15 March 2016.

lareviewofbooks.org (Global: 4,846^th place; English: 2,761^st place)

Simon, Ed (25 November 2023). "Nightmares of Reason: On Benjamín Labatut's "The MANIAC"". Los Angeles Review of Books. Retrieved 30 December 2023.

latimes.com (Global: 22^nd place; English: 19^th place)

Steven Borowiec; Tracey Lien (12 March 2016). "AlphaGo beats human Go champ in milestone for artificial intelligence". Los Angeles Times. Retrieved 13 March 2016.

msn.com (Global: 117^th place; English: 145^th place)

sankei.jp.msn.com

"「アマ六段の力。天才かも」囲碁棋士、コンピューターに敗れる初の公式戦". MSN Sankei News. Archived from the original on 24 March 2013. Retrieved 27 March 2013.

nature.com (Global: 234^th place; English: 397^th place)

Gibney, Elizabeth (27 January 2016), "Go players react to computer defeat", Nature, doi:10.1038/nature.2016.19255, S2CID 146868978
Chouard, Tanguy (9 March 2016). "The Go Files: AI computer wins first match against master Go player". Nature. doi:10.1038/nature.2016.19544. S2CID 180287588.
Chouard, Tanguy (12 March 2016). "The Go Files: AI computer clinches victory against Go champion". Nature. doi:10.1038/nature.2016.19553. S2CID 155164502.
Gibney, Elizabeth (2016). "Go players react to computer defeat". Nature. doi:10.1038/nature.2016.19255. S2CID 146868978.
Zastrow, Mark (18 March 2016). "South Korea trumpets $860-million AI fund after AlphaGo 'shock'". Nature. doi:10.1038/nature.2016.19595. S2CID 167331855. Retrieved 20 March 2016.

newscientist.com (Global: 774^th place; English: 716^th place)

Zastrow, Mark. "'I'm in shock!' How an AI beat the world's best human at Go". New Scientist.

nih.gov (Global: 4^th place; English: 4^th place)

pubmed.ncbi.nlm.nih.gov

Silver, David; Huang, Aja; Maddison, Chris J.; Guez, Arthur; Sifre, Laurent; Driessche, George van den; Schrittwieser, Julian; Antonoglou, Ioannis; Panneershelvam, Veda; Lanctot, Marc; Dieleman, Sander; Grewe, Dominik; Nham, John; Kalchbrenner, Nal; Sutskever, Ilya; Lillicrap, Timothy; Leach, Madeleine; Kavukcuoglu, Koray; Graepel, Thore; Hassabis, Demis (28 January 2016). "Mastering the game of Go with deep neural networks and tree search". Nature. 529 (7587): 484–489. Bibcode:2016Natur.529..484S. doi:10.1038/nature16961. ISSN 0028-0836. PMID 26819042. S2CID 515925.

nytimes.com (Global: 7^th place; English: 7^th place)

query.nytimes.com

Johnson, George (29 July 1997), "To Test a Powerful Computer, Play an Ancient Game", The New York Times, retrieved 16 June 2008

pcworld.com (Global: 1,317^th place; English: 873^rd place)

John Ribeiro (12 March 2016). "Google's AlphaGo AI program strong but not perfect, says defeated South Korean Go player". PC World. Retrieved 13 March 2016.

phys.org (Global: 1,283^rd place; English: 1,130^th place)

Mariëtte Le Roux (12 March 2016). "Rise of the Machines: Keep an eye on AI, experts warn". Phys.org. Retrieved 13 March 2016.
"Game over? New AI challenge to human smarts (Update)". phys.org. Retrieved 13 March 2016.
Mariëtte Le Roux; Pascale Mollard (8 March 2016). "Game over? New AI challenge to human smarts (Update)". phys.org. Retrieved 13 March 2016.

popsci.com (Global: 2,941^st place; English: 2,021^st place)

Dave Gershgorn (12 March 2016). "Google's AlphaGo Beats World Champion in Third Match to Win Entire Series". Popular Science. Retrieved 13 March 2016.

retroreport.org (Global: low place; English: low place)

"Machine trains self to beat humans at world's hardest game". Retro Report. 10 March 2016. Archived from the original on 20 December 2016. Retrieved 15 December 2016.

rottentomatoes.com (Global: 29^th place; English: 29^th place)

"AlphaGo". Rotten Tomatoes.

science.org (Global: 1,160^th place; English: 737^th place)

"From AI to protein folding: Our Breakthrough runners-up". Science. 22 December 2016. Retrieved 30 December 2016.
Cho, Adrian (27 January 2016). "'Huge leap forward': Computer that mimics human brain beats professional at game of Go". Science.
Mackenzie, Dana (9 March 2016). "Update: Why this week's man-versus-machine Go match doesn't matter (and what does)". Science. doi:10.1126/science.aaf4152.

semanticscholar.org (Global: 11^th place; English: 8^th place)

api.semanticscholar.org

Silver, David; Huang, Aja; Maddison, Chris J.; Guez, Arthur; Sifre, Laurent; Driessche, George van den; Schrittwieser, Julian; Antonoglou, Ioannis; Panneershelvam, Veda; Lanctot, Marc; Dieleman, Sander; Grewe, Dominik; Nham, John; Kalchbrenner, Nal; Sutskever, Ilya; Lillicrap, Timothy; Leach, Madeleine; Kavukcuoglu, Koray; Graepel, Thore; Hassabis, Demis (28 January 2016). "Mastering the game of Go with deep neural networks and tree search". Nature. 529 (7587): 484–489. Bibcode:2016Natur.529..484S. doi:10.1038/nature16961. ISSN 0028-0836. PMID 26819042. S2CID 515925.
Gibney, Elizabeth (27 January 2016), "Go players react to computer defeat", Nature, doi:10.1038/nature.2016.19255, S2CID 146868978
Chouard, Tanguy (9 March 2016). "The Go Files: AI computer wins first match against master Go player". Nature. doi:10.1038/nature.2016.19544. S2CID 180287588.
Chouard, Tanguy (12 March 2016). "The Go Files: AI computer clinches victory against Go champion". Nature. doi:10.1038/nature.2016.19553. S2CID 155164502.
Gibney, Elizabeth (2016). "Go players react to computer defeat". Nature. doi:10.1038/nature.2016.19255. S2CID 146868978.
Zastrow, Mark (18 March 2016). "South Korea trumpets $860-million AI fund after AlphaGo 'shock'". Nature. doi:10.1038/nature.2016.19595. S2CID 167331855. Retrieved 20 March 2016.

shanghaidaily.com (Global: low place; English: low place)

"Lee Sedol expects 'not easy' game with AlphaGo in 3rd Go match". Shanghai Daily.
"Lee Sedol expects 'not easy' game with AlphaGo in 3rd Go match". Shanghai Daily. 10 March 2016. Retrieved 10 March 2016.

slate.com (Global: 259^th place; English: 188^th place)

Jennings, Kenneth W. (15 March 2016). "The Go Champion, the Grandmaster, and Me". Slate Magazine. Microsoft. Retrieved 15 March 2025.

straitstimes.com (Global: 543^rd place; English: 346^th place)

"Google's AlphaGo gets 'divine' Go ranking". The Straits Times. 15 March 2016.

telegraph.co.uk (Global: 30^th place; English: 24^th place)

Neil Connor (11 March 2016). "Google AlphaGo 'can't beat me' says China Go grandmaster". The Telegraph (UK). Retrieved 13 March 2016.

theguardian.com (Global: 12^th place; English: 11^th place)

"Google's AI AlphaGo to take on world No 1 Lee Se-dol in live broadcast". The Guardian. 5 February 2016. Retrieved 15 February 2016.

theverge.com (Global: 114^th place; English: 90^th place)

Byford, Sam (10 March 2016). "Google's DeepMind beats Lee Se-dol again to go 2-0 up in historic Go series". The Verge.
Byford, Sam (12 March 2016). "AlphaGo beats Lee Se-dol again to take Google DeepMind Challenge series". The Verge. Retrieved 12 March 2016.
Byford, Sam (15 March 2016). "Google's AlphaGo AI beats Lee Se-dol again to win Go series 4-1". The Verge. Retrieved 15 March 2016.
Vincent, James (27 November 2019). "Former Go champion beaten by DeepMind retires after declaring AI invincible". The Verge. Archived from the original on 7 April 2020. Retrieved 28 November 2019.

tvbaduk.com (Global: low place; English: low place)

"바둑TV". Baduk TV.

twitter.com (Global: 23^rd place; English: 32^nd place)

Hassabis, Demis. "Twitter post (12:09 a.m. – 13 Mar 2016)". Retrieved 13 March 2016.
Hassabis, Demis. "Twitter post (12:36 a.m. – 13 Mar 2016)". Retrieved 13 March 2016.

venturebeat.com (Global: 616^th place; English: 430^th place)

Novet, Jordan (4 February 2016). "YouTube will livestream Google's AI playing Go superstar Lee Sedol in March". VentureBeat. Retrieved 7 February 2016.

washingtonpost.com (Global: 34^th place; English: 27^th place)

Rothfeld, Becca (21 September 2023). "Review | 'The MANIAC' blends fiction and history at the edge of reason". Washington Post. Retrieved 30 December 2023.

web.archive.org (Global: 1^st place; English: 1^st place)

"Computer Go". Go Game Guru. Archived from the original on 14 March 2016. Retrieved 13 March 2016.
"Human champion certain he'll beat AI at ancient Chinese game". Associated Press. 22 February 2016. Archived from the original on 22 December 2018. Retrieved 22 February 2016.
"이세돌 vs 알파고, '구글 딥마인드 챌린지 매치' 기자회견 열려" (in Korean). Korea Baduk Association. 22 February 2016. Archived from the original on 3 March 2016. Retrieved 22 February 2016.
"Machine trains self to beat humans at world's hardest game". Retro Report. 10 March 2016. Archived from the original on 20 December 2016. Retrieved 15 December 2016.
"Zen computer Go program beats Takemiya Masaki with just 4 stones!". Go Game Guru. Archived from the original on 1 February 2016. Retrieved 28 January 2016.
"「アマ六段の力。天才かも」囲碁棋士、コンピューターに敗れる初の公式戦". MSN Sankei News. Archived from the original on 24 March 2013. Retrieved 27 March 2013.
Kloester, Ben (4 March 2016). "Can AlphaGo defeat Lee Sedol?". Go Game Guru. Archived from the original on 11 March 2016. Retrieved 10 March 2016.
"Go Commentary: Lee Sedol vs Park Junghwan – 43rd Myeongin Final, Game 4". Go Game Guru. Archived from the original on 3 May 2016. Retrieved 13 March 2016.
"AlphaGo". Google DeepMind. Archived from the original on 30 January 2016. Retrieved 10 March 2016.
"AlphaGo defeats Lee Sedol in first game of historic man vs machine match". Go Game Guru. 9 March 2016. Archived from the original on 3 May 2016. Retrieved 9 March 2016.
Ormerod, David (10 March 2016). "AlphaGo races ahead 2–0 against Lee Sedol". Go Game Guru. Archived from the original on 11 March 2016. Retrieved 11 March 2016.
Ormerod, David (12 March 2016). "AlphaGo shows its true strength in 3rd victory against Lee Sedol". Go Game Guru. Archived from the original on 13 March 2016. Retrieved 12 March 2016.
Ormerod, David (13 March 2016). "Lee Sedol defeats AlphaGo in masterful comeback – Game 4". Go Game Guru. Archived from the original on 16 November 2016. Retrieved 13 March 2016.
"Lee Sedol defeats AlphaGo in masterful comeback - Game 4". Go Game Guru. Archived from the original on 16 November 2016. Retrieved 13 March 2016.
Ormerod, David (16 March 2016), AlphaGo defeats Lee Sedol 4–1 in Google DeepMind Challenge Match, Go Game Guru, archived from the original on 17 March 2016, retrieved 16 March 2016
Connor, Steve (27 January 2016). "A computer has beaten a professional at the world's most complex board game". The Independent. Archived from the original on 28 January 2016. Retrieved 28 January 2016.
"'첫 불계승' 이세돌, 커제 9단 태도 좌우…알파고와의 5국 중계는 어디서?". Hankook Ilbo (in Korean). 14 March 2016. Archived from the original on 15 March 2016. Retrieved 17 March 2016."...if today's performance was its true capability, then it doesn't deserve to play against me."
Vincent, James (27 November 2019). "Former Go champion beaten by DeepMind retires after declaring AI invincible". The Verge. Archived from the original on 7 April 2020. Retrieved 28 November 2019.

wired.com (Global: 193^rd place; English: 152^nd place)

"Google's AI Wins First Game in Historic Match With Go Champion". WIRED. 9 March 2016.
"The Sadness and Beauty of Watching Google's AI Play Go". WIRED. 11 March 2016.
Metz, Cade (27 January 2016). "In Major AI Breakthrough, Google System Secretly Beats Top Player at the Ancient Game of Go". WIRED. Retrieved 1 February 2016.
"Google's AI Wins Pivotal Second Game in Match With Go Grandmaster". WIRED. 10 March 2016. Retrieved 12 March 2016.
"Why the Final Game Between AlphaGo and Lee Sedol Is Such a Big Deal for Humanity". Wired. 14 March 2016. Retrieved 18 March 2016.
Metz, Cade (13 March 2016). "Go Grandmaster Lee Sedol Grabs Consolation Win Against Google's AI". Wired. Retrieved 14 March 2016.
"The Sadness and Beauty of Watching Google's AI Play Go". WIRED. 11 March 2016. Retrieved 12 March 2016.

worldcat.org (Global: 5^th place; English: 5^th place)

search.worldcat.org

Silver, David; Huang, Aja; Maddison, Chris J.; Guez, Arthur; Sifre, Laurent; Driessche, George van den; Schrittwieser, Julian; Antonoglou, Ioannis; Panneershelvam, Veda; Lanctot, Marc; Dieleman, Sander; Grewe, Dominik; Nham, John; Kalchbrenner, Nal; Sutskever, Ilya; Lillicrap, Timothy; Leach, Madeleine; Kavukcuoglu, Koray; Graepel, Thore; Hassabis, Demis (28 January 2016). "Mastering the game of Go with deep neural networks and tree search". Nature. 529 (7587): 484–489. Bibcode:2016Natur.529..484S. doi:10.1038/nature16961. ISSN 0028-0836. PMID 26819042. S2CID 515925.

x.com (Global: low place; English: low place)

Hassabis, Demis [@demishassabis] (11 March 2016). "We are using roughly same amount of compute power as in Fan Hui match: distributing search over further machines has diminishing returns" (Tweet). Retrieved 14 March 2016 – via Twitter.

youtube.com (Global: 9^th place; English: 13^th place)

"Match 4 - Google DeepMind Challenge Match: Lee Sedol vs AlphaGo". YouTube. 13 March 2016. Event occurs at 6:09:35-6:11:20. Retrieved 24 March 2016.
"Match 3 - Google DeepMind Challenge Match: Lee Sedol vs AlphaGo". YouTube. 12 March 2016. Retrieved 20 March 2016.
"Match 4 - Google DeepMind Challenge Match: Lee Sedol vs AlphaGo". DeepMind. 13 March 2016.
"AlphaGo - The Movie | Full Documentary". YouTube. 13 March 2020. Retrieved 20 March 2020.

AlphaGo versus Lee Sedol (English Wikipedia)

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