American Go E-Journal » Master/AlphaGo Commentaries

AlphaGo vs AlphaGo Game 6: Flexibility and a bias for complications

Sunday September 10, 2017

“In this game AlphaGo shows its flexibility when Black abandons a running fight and tries to control the open lower side of the board instead,”2017-09-10-alphago-game-5-video says Michael Redmond 9p in his game commentary on AlphaGo-AlphaGo Game 6. “In the second fight of the game, White deals with two weak groups masterfully. Finally, Alphago shows its bias for complications when White allows a dangerous ko in the corner.”

Click here for Redmond’s video commentary, hosted by the AGA E-Journal’s Chris Garlock. As usual, the commentary in the sgf file here includes variations not covered in the video commentary, and the sgf commentary includes additional comments transcribed from the video.

The video is produced by Michael Wanek and Andrew Jackson. The sgf file was created by Redmond, with editing and transcription by Garlock and Myron Souris.

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AlphaGo vs AlphaGo Game 5: An AI-like opening, then one fight at a time and a beautiful endgame

Saturday September 2, 2017

“In the opening this game looks very AI-like to me, in that I think the order of moves is not consistent,” says Michael Redmond 9p in his game 2017.09.02_alphago-game5commentary on AlphaGo-AlphaGo Game 5. “In the middle game Black controls the center of the board. Our reading skills are tested as Black invades White’s moyo, and then White lives with three weak groups inside Black’s sphere of influence. Unlike in other games we’ve seen so far in this series, the middle game fights are one at a time instead of all over the place, like in Game 2, for example. It’s more organized, you might say, so in that way, it’s easier for me to explain what’s going on. The game winds up with a very nice endgame, in fact I think it’s a beautiful endgame.”

Click here for Redmond’s video commentary, hosted by the AGA E-Journal’s Chris Garlock. As usual, the commentary in the sgf file here includes variations not covered in the video commentary, and for the first time, the sgf commentary now includes additional comments transcribed from the video. Both include the news that Redmond and Garlock are now working on an e-book about the AlphaGo-AlphaGo games. Redmond and Garlock discuss their plans for more AlphaGo-AlphaGo commentaries in this brief video.

The video is produced by Michael Wanek and Andrew Jackson. The sgf file was created by Redmond, with editing and transcription by Garlock and Myron Souris.

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Redmond AlphaGo commentaries generate big response

Monday August 7, 2017

Response to the four Michael Redmond 9P AlphaGo-AlphaGo commentaries released last week has been overwhelmingly enthusiastic, with nearly 25,000 views so far in just a week.
“I loved the master series, but this is even better,” wrote Alek Erickson7. “I have been waiting for English pro commentary on the self-play 2017.08.07_AlphaGo-Redmond-dawggames for so long.” And oncedidactic1 said the commentaries are “Really really valuable, both entertaining and enlightening, to hear Michael’s perspective on this game, which I’ve seen a lot of commentary on. I feel like Michael has wonderful insights into where alphago is at.” Bla Bla6 added that “This makes me realize that Ke Jie and the players in the Master series didn’t even come close of testing the limits of AlphaGo.”
Then on Sunday, Mr. AlphaGo himself, DeepMind CEO Demis Hassabis tweeted “1st #AlphaGo vs AlphaGo Redmond commentary: https://goo.gl/unK6dy amazing game and analysis: ‘AG has invented a whole new opening theory’!”

Check out the video commentaries here, with links to the sgf commentaries (in italic):
AlphaGo vs. Alphago with Michael Redmond 9p: Game 1
Redmond’s AlphaGo-AlphaGo commentaries launched

AlphaGo vs. Alphago with Michael Redmond 9p: Game 2
AlphaGo-AlphaGo Game 2; Fighting throughout, a surprising sacrifice, a final huge ko 

AlphaGo vs. Alphago with Michael Redmond 9p: Game 3
AlphaGo-AlphaGo Game 3: Three 3-3 invasions, a big moyo and a fight that fills the center of the board 

AlphaGo vs. Alphago with Michael Redmond 9p: Game 4
AlphaGo-AlphaGo Game 4: Reminders of Go Seigen, escalating trades and semeais, and a final ko 

“If only I could ‘like’ a 100,000 times, it would not be enough,” said From Fear to Trust1, while mmKALLL said “I think my head imploded here. Crazy to think of all the 47 games ahead… Thank you!” And Tokenias3 chimed in with “That dog is cute.”

“Guys, slow down!” pleaded trucid22. “1.5 hour review each day is a bit much. I can barely keep up! Spread out the games a bit.” The next set in the series is in pre-production now so trucid22 and the rest of the AlphaGo fans have some time to catch up. We’ll keep you posted on plans for the next release.

E-Journal Managing Editor Chris Garlock hosts the commentaries, which are produced by Michael Wanek and Andrew Jackson (who created the snazzy introduction).

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AlphaGo-AlphaGo Game 4: Reminders of Go Seigen, escalating trades and semeais, and a final ko

Friday August 4, 2017

“With this game I get to talk about some moves in AlphaGo’s opening that remind me of the great player Go Seigen,” says Michael Redmond 9p 2017.08.04_alphago-alphago-game4in his game commentary on AlphaGo-AlphaGo Game 4. “The territory is very close throughout the game, while fighting in the center gradually escalates with trades and semeais to be calculated and discarded, and even during a final ko to kill a huge Black group, the correct variations leads to a half point difference.”

Click here for Redmond’s nearly 90-minute video commentary, hosted by the AGA E-Journal’s Chris Garlock, and follow along with the sgf below, which as usual includes extra variations.

The video is produced by Michael Wanek and Andrew Jackson.

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AlphaGo-AlphaGo Game 3: Three 3-3 invasions, a big moyo and a fight that fills the center of the board

Thursday August 3, 2017

This exciting game features an astonishing three invasions at the 3-3 point, prompting Michael Redmond 9p to note that “This version of AlphaGo 2017.08.03_AlphaGo vs. Alphago Game 3will invade here at any time when there is no urgent fighting going on. AlphaGo played an early invasion at the 3-3 in just two of the 60 Master series games, but that was shocking, as it defied the common knowledge of pros that such an early invasion should be bad. In this 50-game series AlphaGo played an early 3-3 invasion about 40 times.”

Click here for Redmond’s video commentary, hosted by the AGA E-Journal’s Chris Garlock, and follow along with the sgf below, which as usual includes extra variations.

“Black plays a big moyo game, and then chases an eyeless White group into Black’s moyo, to start a fight that fills the center of the board,” adds Redmond.

The video is produced by Michael Wanek and Andrew Jackson.

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AlphaGo-AlphaGo Game 2; Fighting throughout, a surprising sacrifice, a final huge ko

Wednesday August 2, 2017

“In this game AlphaGo shows great flexibility in the early stages, and also its ability to calculate extremely complicated fights later in the game,” 2017.08.02_AlphaGo vs. Alphago2says Michael Redmond 9P in his commentary on Game 2 in the AlphaGo-AlphaGo self-played series. Click here for his video commentary, hosted by the AGA E-Journal’s Chris Garlock, and follow along with the sgf below, which includes the extra variations Redmond refers to in the video. “Against Black’s sanrensei, White plays two unusual moves at 10 and 16 to create a unique opening,” says Redmond. “As the fighting starts, White makes a surprising sacrifice, abandoning a group to take the offensive in the center. Fighting continues throughout the game to climax in a final huge ko.” The video is produced by Michael Wanek and Andrew Jackson.

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Redmond’s AlphaGo-AlphaGo commentaries launched

Tuesday August 1, 2017

In the first in a new series of AlphaGo video commentaries, Michael Redmond 9p, hosted by the AGA E-Journal’s Chris Garlock, reviews Game 1 of the amazing AlphaGo vs. AlphaGo selfplay games. The 50-game series was published by Deepmind after AlphaGo’s victory over 2017.08.01_AlphaGo vs. Alphago with Michael Redmond 9p Game 1world champion Ke Jie 9p in May 2017. Games 2-4 will be released this week, leading up to this year’s U.S. Go Congress in San Diego, which starts on Saturday.

“In the Master series earlier this year, AlphaGo first showed its big shimaris, and often played to dominate the center of the board in the early opening, using its famous shoulder hits to do so,” says Redmond. The Master version “had an early advantage in almost all of the games,” Redmond says, “and I was impressed with its ability to simplify complicated middle game positions and bring the game to an early outcome. Less convincing was the way Master handled complicated joseki. It also had a disturbing habit of losing several points in the endgame to win by the smallest possible margin.”

“With this new self-played series,” says Redmond, “I wanted to see how these traits had survived AlphaGo’s evolution; five months is a long period of time for a self-teaching AI. The exciting news is that Alphago has changed dramatically.” Click here, to find out how in the video commentary and see below for Redmond’s extensively commented sgf file. The videos are produced by Michael Wanek and Andrew Jackson; sgf editing support by Myron Souris.

 

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Go Spotting: AlphaGo and Beyond; Robopocalypse Now? Kubo and the Two Strings

Sunday July 23, 2017

AlphaGo and Beyond: The national security blog Lawfare last month posted an article called “AlphaGo and Beyond: The Chinese Military Looks to Future ‘Intelligentized’ Warfare,” reports Kyle Highful. “Among other things, this article discusses alleged Chinese censorship of AlphaGo’s match with Ke Jie, recent advances in American and Chinese artificial intelligence, and possible military implications of AI 2017.07.19_KuboGobreakthroughs like AlphaGo.”

Robopocalypse Now? The 2017 Summer issue of “The Bent” has an article titled “Robopocalypse Now?” that includes several paragraphs on AlphaGo as an example of the recent progress in Artificial Intelligence, reports Jeff Newmiller. The Bent is the official news magazine of the Tau Beta Pi engineering honor society“The title was a bit of fluff… the conclusion of the article is that AI is more likely to yield surprise responses to unexpected input than to purposely mislead us.”

Kubo and the Two Strings: “Last weekend I watched the movie Kubo and the Two Strings (right), released in 2016 by Laika Entertainment and currently available on Netflix,” writes Alicia Seifrid. “It is a stop-motion fantasy film set in feudal Japan.  Early in the film, the main character Kubo goes into the village, and you see the villagers going about their everyday lives, including two men playing go.  Thanks as ever for sharing so much enjoyable and interesting go news!”

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In surprise announcement, AlphaGo retires; DeepMind to release 50 self-play games

Saturday May 27, 2017

AlphaGo is retiring. DeepMind’s Demis Hassabis and David Silver made the stunning announcement as the Future of Go Summit wrapped up in Wuzhen, China, saying that the match against world #1 Ke Jie represented “the highest possible pinnacle for AlphaGo as a competitive program” and would be the AI program’s final match.2017.05.27_alphago

“The research team behind AlphaGo will now throw their considerable energy into the next set of grand challenges, developing advanced general algorithms that could one day help scientists as they tackle some of our most complex problems, such as finding new cures for diseases, dramatically reducing energy consumption, or inventing revolutionary new materials,” Hassabis said. “If AI systems prove they are able to unearth significant new knowledge and strategies in these domains too, the breakthroughs could be truly remarkable. We can’t wait to see what comes next.”

DeepMind isn’t leaving the go community empty-handed, however. As a “special gift to fans of Go around the world,” DeepMind is publishing a special set of 50 AlphaGo vs AlphaGo games, which Hassabis and Silver said “we believe contain many new and interesting ideas and strategies for the Go community to explore.”

And while DeepMind doesn’t plan to give AlphaGo itself a wide release, Hassabis says he’s more than happy for others to make use of DeepMind’s research themselves. Programs like Tencent’s Fine Art and Japan’s DeepZenGo have used similar deep-learning techniques to achieve around 9th-dan level, according to Hassabis. DeepMind will soon publish another paper on how it architected the latest version of AlphaGo, AlphaGo Master, and Hassabis expects other companies to learn from the new research.

Also, Hassabis said that “We’re also working on a teaching tool – one of the top requests we’ve received throughout this week. The tool will show AlphaGo’s analysis of Go positions, providing an insight into how the program thinks, and hopefully giving all players and fans the opportunity to see the game through the lens of AlphaGo. We’re particularly honoured that our first collaborator in this effort will be the great Ke Jie, who has agreed to work with us on a study of his match with AlphaGo. We’re excited to hear his insights into these amazing games, and to have the chance to share some of AlphaGo’s own analysis too.”

Read more in The Verge and on the DeepMind website. photo courtesy The Verge

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AlphaGo-Ke Jie watch parties help build AGA chapter “strength, longevity and cohesiveness”

Saturday May 27, 2017

AlphaGo-Ke-Jie surprising move copyChapters of the American Go Association held watch parties across the country for the historic AlphaGo-Ke Jie match this week. Here are a couple of reports and photos.

At the Seattle Go Center (right), 30 people came for Nick Sibicky’s lecture on a previous game by Ke Jie, and more than 40 were in the room for the first AlphaGo/Ke Jie game.

durham-sm_1970A dozen go aficionados gathered in Durham Wednesday night (left), to review and discuss Game One. A surprise guest was Cole Pruitt, the co-director and producer of “The Surrounding Game.” Says Bob Bacon, “We devoured pizza generously provided by the AGA as we witnessed another milestone in the history of go. Events like this help add to the strength, longevity and cohesiveness of the chapters and the AGA as a whole.”

photos by Brian Allen (right) and Bob Bacon (left)

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