Can Artificial Intelligence identify your playing style?

by ChessBase
2/4/2022 – Ashton Anderson, a computer scientist at the University of Toronto, wanted to know whether chess players have a unique playing style. To answer that question, he and his team gathered more than "50 million human games played on the Lichess website. They collected games by players who had played at least 1000 times and sampled sequences of up to 32 moves from those games. ... [Then] they gave the system 100 games from each of about 3000 known players, and 100 fresh games from a mystery player. The system ... identified the mystery player 86% of the time." An article in "Science" takes a closer look at the pros and cons of this experiment. | Photo: Xi Jian/stock.com | Source: "Science"

Winning starts with what you know
The new version 18 offers completely new possibilities for chess training and analysis: playing style analysis, search for strategic themes, access to 6 billion Lichess games, player preparation by matching Lichess games, download Chess.com games with built-in API, built-in cloud engine and much more.

AI unmasks anonymous chess players, posing privacy risks

Software that identifies unique playing styles could lead to better tutorials and game play

By Matthew Hutson

Think your bishop’s opening, queen’s gambit, and pawn play are unique? A new artificial intelligence (AI) algorithm has got your chess style pegged. AI software can already identify people by their voices or handwriting. Now, an AI has shown it can tag people based on their chess-playing behavior, an advance in the field of "stylometrics" that could help computers be better chess teachers or more humanlike in their game play. Alarmingly, the system could also be used to help identify and track people who think their online behavior is anonymous.

"Privacy threats are growing rapidly," says Alexandra Wood, a lawyer at the Berkman Klein Center for Internet & Society at Harvard University. She says studies like this one, when conducted responsibly, are useful because they "shed light on a significant mode of privacy loss."

Chess-playing software, such as Deep Blue and AlphaZero, has long been superhuman. But Ashton Anderson, a computer scientist at the University of Toronto and principal investigator of the new project, says the chess engines play almost an "alien style" that isn’t very instructive for those seeking to learn or improve their skills. They’d do better to tailor their advice to individual players. But first, they’d need to capture a player’s unique form.

See complete article at "Science" online...

Links


Reports about chess: tournaments, championships, portraits, interviews, World Championships, product launches and more.

Discuss

Rules for reader comments

 
 

Not registered yet? Register

Aighearach Aighearach 2/5/2022 08:53
Unless they were selected to have close ratings, the 1000 player sample might really be baskets of 20 or 50.

The abstract claims 98% accuracy.

Facebook is not actually very good at AI, so that also casts a shadow over this corporate research. Perhaps they should focus on improving their detection of hate speech, instead?
Werewolf Werewolf 2/4/2022 09:38
Deep Blue wasn’t super human. It was high human but not super human, and almost 1000 elo below Alpha Zero / Stockfish etc
e-mars e-mars 2/4/2022 09:05
"Alarmingly, the system could also be used to help identify and track people who think their online behavior is anonymous" by playing chess? Seriously ? What a bunch of crap.
Legislations still struggle nowadays to accept DNA footprints as a final proof in legal proceedings. Not even a pre-graduate law student under the effects of drug and alcohol abuse would conceive a scenario where chess is used to "identity and track people".
arzi arzi 2/4/2022 02:42
"Alarmingly, the system could also be used to help identify and track people who think their online behavior is anonymous."

Well in that case I better use my AI against yours. Maybe our AI will fall in love each other and have a baby AI?
1
We use cookies and comparable technologies to provide certain functions, to improve the user experience and to offer interest-oriented content. Depending on their intended use, analysis cookies and marketing cookies may be used in addition to technically required cookies. Here you can make detailed settings or revoke your consent (if necessary partially) with effect for the future. Further information can be found in our data protection declaration.