AlphaGo versus Lee Sedol (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "AlphaGo versus Lee Sedol" in English language version.

refsWebsite

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17web.archive.org

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9doi.org

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7wired.com

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6semanticscholar.org

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5nature.com

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4bbc.co.uk

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4youtube.com

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3science.org

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3theverge.com

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3phys.org

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2koreatimes.co.kr

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2shanghaidaily.com

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1ap.org

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1baduk.or.kr

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1straitstimes.com

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1retroreport.org

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1nytimes.com

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1chilton-computing.org.uk

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1harvard.edu

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1worldcat.org

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1nih.gov

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1computer-go.info

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1inverse.com

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1googleresearch.blogspot.com

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1x.com

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1deepmind.com

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1tvbaduk.com

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1golem.de

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1independent.co.uk

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1popsci.com

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1cnn.com

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1abc.net.au

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1ijcai.org

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1telegraph.co.uk

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1hankooki.com

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1slate.com

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1alphagomovie.com

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1rottentomatoes.com

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1lareviewofbooks.org

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1washingtonpost.com

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abc.net.au

"AlphaGo: Google's artificial intelligence to take on world champion of ancient Chinese board game". Australian Broadcasting Corporation. 8 March 2016. Retrieved 13 March 2016.

alphagomovie.com

"AlphaGo Movie". AlphaGo Movie.

ap.org

hosted.ap.org

"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.

baduk.or.kr

"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.

bbc.co.uk

"Artificial intelligence: Go master Lee Se-dol wins against AlphaGo program". BBC News Online. 13 March 2016. Retrieved 13 March 2016.
"Google's AI beats world Go champion in first of five matches". BBC. 9 March 2016. Retrieved 9 March 2016.
"Google AI wins second Go game against world champion". BBC. 10 March 2016. Retrieved 10 March 2016.
"Artificial intelligence: Google's AlphaGo beats Go master Lee Se-dol". BBC. 12 March 2016. Retrieved 12 March 2016.

bbc.com

"Artificial intelligence: Google's AlphaGo beats Go master Lee Se-dol". BBC News. 12 March 2016.
"Google achieves AI 'breakthrough' by beating Go champion". BBC News. 27 January 2016. Retrieved 28 January 2016.

businessinsider.com

"Google DeepMind is going to take on the world's best Go player in a luxury 5-star hotel in South Korea". Business Insider. 22 February 2016. Retrieved 23 February 2016.
Tanya Lewis (11 March 2016). "An AI expert says Google's Go-playing program is missing 1 key feature of human intelligence". Business Insider. Retrieved 13 March 2016.

cbc.ca

"Google's AI beats human champion at Go". CBC News. 27 January 2016. Retrieved 28 January 2016.
"Google DeepMind computer AlphaGo sweeps human champ in Go matches". CBC News. Associated Press. 12 March 2016. Retrieved 13 March 2016.

chilton-computing.org.uk

Good, I J (21 January 1965). "Go, Jack Good". New Scientist. Retrieved 16 March 2016 – via Atlas Computer Laboratory, Chilton.

cnn.com

money.cnn.com

Sofia Yan (12 March 2016). "A Google computer victorious over the world's 'Go' champion". CNN Money. Retrieved 13 March 2016.

computer-go.info

Wedd, Nick. "Human-Computer Go Challenges". computer-go.info. Retrieved 28 October 2011.

deepmind.com

"AlphaGo". Google DeepMind. Archived from the original on 30 January 2016. Retrieved 10 March 2016.

doi.org

Bouzy, Bruno; Cazenave, Tristan (9 August 2001). "Computer Go: An AI oriented survey". Artificial Intelligence. 132 (1): 39–103. doi:10.1016/S0004-3702(01)00127-8.
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.
Müller, Martin (January 2002). "Computer Go". Artificial Intelligence. 134 (1–2): 145–179. doi:10.1016/S0004-3702(01)00121-7.
Gibney, Elizabeth (27 January 2016), "Go players react to computer defeat", Nature, doi:10.1038/nature.2016.19255, S2CID 146868978
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.
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.

donga.com

english.donga.com

"Chinese Go master Ke Jie says he could lose to AlphaGo". The Dong-a Ilbo. 14 March 2016. Retrieved 17 March 2016.

economist.com

"Showdown". The Economist. 12 March 2016. Retrieved 19 November 2016.

gobase.org

Lee SeDol. gobase.org. Retrieved 22 June 2010.

golem.de

"Künstliche Intelligenz: "Alpha Go spielt wie eine Göttin"". Golem.de.

googleblog.com

cloudplatform.googleblog.com

Jouppi, Norm (18 May 2016). "Google supercharges machine learning tasks with TPU custom chip". Google Cloud Platform Blog. Retrieved 26 June 2016.

googleresearch.blogspot.com

"Research Blog: AlphaGo: Mastering the ancient game of Go with Machine Learning". Google Research Blog. 27 January 2016.

hani.co.kr

english.hani.co.kr

"Surprised at his loss, Lee Se-dol says he's looking forward to another chance". The Hankyoreh.

hankooki.com

m.hankooki.com

"'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

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

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

independent.co.uk

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

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

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

"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

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

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

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

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

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

nih.gov

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

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

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

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

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

"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

"AlphaGo". Rotten Tomatoes.

science.org

"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

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

"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

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

straitstimes.com

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

telegraph.co.uk

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

theguardian.com

"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

Byford, Sam (10 March 2016). "Google's DeepMind beats Lee Se-dol again to go 2-0 up in historic Go series". The Verge.
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tvbaduk.com

"바둑TV". Baduk TV.

twitter.com

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

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

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

"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.
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"'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."

wired.com

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worldcat.org

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

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

"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.
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