-
France's debt climbs to highest since 1978: ministry
-
Dortmund sink Stuttgart to climb to Bundesliga summit
-
McIlroy two shots off the lead at Wentworth after eagle on 18
-
Trump says will not tolerate attempts to slow AI growth
-
Martinez brace saves Inter in Serie A top-two clash with Roma
-
'It has to stop': runners protest women's murders in S.Africa district
-
Rosenior abused but guides Paris FC past old club Strasbourg
-
Fire erupts near Riyadh airport as Houthis claim strikes
-
Seven-try Lyon beat Pau, climb to Top 14 summit
-
Cuba works to restore power after another blackout
-
Brighton defeat a 'big lesson' against complacency for Arsenal, says Arteta
-
England thrash Sri Lanka again to return to top of T20 rankings
-
Thousands protest inaction over climate crisis in Switzerland
-
Arsenal thrashed by Brighton, sorry Spurs lose again
-
Carapaz out of cycling world championships
-
South Korea, Austria qualify for Davis Cup finals
-
'Fragile' Tottenham beaten by Aston Villa despite late rally
-
Seare shocks Ingebrigtsen to win world 5km gold
-
Mourinho hails Real Madrid grit before Atletico derby clash
-
Brigitte Bardot widower slams sale of star's belongings
-
Martin wins Austrian MotoGP sprint after Acosta crash
-
Aston Villa compound Tottenham's misery despite late rally
-
Japan edge Fiji to win Pacific Nations Cup
-
Asian Games offer 'deepest apologies' for South Korea anthem blunder
-
Black smoke, flames rising near Riyadh airport: residents to AFP
-
Inter Milan and Italy icon Mazzola dies aged 83
-
UK actor Naomi Watts honoured at Spain film festival
-
Saudi capital issues first air raid alert since renewed fighting in Yemen
-
Japan emperor declares Asian Games open after turbulent build-up
-
Martin edges title rival Marquez for Austrian MotoGP pole
-
Asian Games open with unity message after troubled build-up
-
Indonesia accepts Malaysia's help to tackle wildfires
-
Denmark hails 'binding' Greenland deal with Trump
-
Indians living in Japan on stand-by to house Asian Games athletes
-
We don't want Games host Japan losing money, says Asian Olympic official
-
Trump signs bill authorizing sweeping Russia sanctions
-
Ed Sheeran returns to stage after Palestinian controversy
-
Protesters form human chain at Kennedy Center after Trump threat
-
Asian Games to open in Japan after troubled build-up
-
Death toll from attack at police HQ in Pakistan rises to 31
-
Drone owners rush to offload devices ahead of Beijing ban
-
Trump says Denmark to give US 'permanent control' over Greenland security
-
Trump's beef policies irk Texas ranchers, testing their loyalty
-
Kennedy Center: future unclear for iconic Washington arts hub
-
Nvidia, OpenAI CEOs to attend Xi dinner at White House
-
Trump claims 'infinite' Greenland security deal with Denmark
-
Anthropic picks Accenture for in-house AI safety evaluation
-
Helicopters battle wildfire threatening Ecuador's capital
-
Balogun returns as Monaco beat Lens to continue strong Ligue 1 start
-
Brentford batter Chelsea to undo Alonso's promising start
Google's new AI for corner kick tactics gets Liverpool approval
Liverpool football analysts have given their seal of approval to a new artificial intelligence tool from Google that suggests the best tactics for corner kicks, researchers said Tuesday.
However no Liverpool players -- or any humans -- have tried out the AI assistant's suggestions, and an outside expert cautioned that the tool's value could be demonstrated only on the field.
Many wealthy clubs across the world already deploy experts to comb through video and data to carefully plan corner kick scenarios ahead of matches.
Google DeepMind, the AI arm of the US tech giant, also targeted corners for its new TacticAI system in research published in the journal Nature Communications.
For the study, the researchers enlisted the help of five experts from Liverpool, who are currently second in the English Premier League.
TacticAI offers suggestion to coaches on exactly where the players should be positioned while attacking and defending corners, often involving very small adjustments in placement and speed.
Across 50 different corner set-ups, the experts were asked to choose between an AI suggestion or tactics previously used during practice -- without knowing which was which.
The Liverpool analysts picked TacticAI's suggestion in 45 cases, meaning they preferred its advice 90 percent of the time, according to the study.
Google DeepMind research scientist and study co-author Petar Velickovic told AFP the tool is the first AI assistant "capable of providing both useful and practical suggestions" indistinguishable from human tactics in sports.
The model uses data on the position, speed, weight and height of players in the Premier League.
Compared to the billions or trillions of data points AI models are usually trained on, only "fairly rudimentary" information is available for corners, Velickovic said.
There are an average of around 10 corners during a Premier League match.
Velickovic said the model's "secret sauce" was geometric deep learning, an AI technique that allowed the researchers to flip the field to increase the amount of data.
While the study focused on corners, the researchers said the system could be expanded to other parts of football -- and even other sports.
- What if every club uses AI? -
It is not the first collaboration between Liverpool and DeepMind, which started life as a British startup before being bought by Google.
DeepMind CEO Demis Hassabis is a "big fan" of Liverpool, the study's lead author Zhe Wang said.
Velickovic said that while Liverpool's players have not yet attempted a TacticAI corner, "we will probably see clubs trying out techniques like this" in the future.
Of course, Liverpool are no slouch at corners already. In an online poll, Liverpool fans voted a corner scored by Divock Origi -- and crossed in by Trent Alexander-Arnold -- in the 2019 Champions League semi-final as the greatest ever scored for the club.
Andy Harland, a sports technology professor at the UK's Loughborough University who was not involved in the research, was sceptical of the worth of the AI tool.
Whether TacticAI "is of any value will be realised by whoever uses it over future matches," he told AFP.
"I suspect it is just another contribution to an already overcrowded space," Harland said.
And "if everyone is using their own AI" in the future, they might all cancel each other out, he added.
A.Santos--PC