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, March 13 (Xinhua) -- South Korean Go
grandmaster Lee Sedol said on Sunday that Google's computer program AlphaGo has
weak points after his first victory over the Go-playing artificial intelligence
(AI) in the fourth of the best-of-five series at the ancient Chinese board game.
"There are two weak points AlphaGo revealed," Lee told a press conference after the game, which is seen as a representative match between humans and AI.
Lee said AlphaGo seemed to feel difficult to play when it grabs black stones. He also noted that AlphaGo made some moves of a "bug" type when he made
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, saying AlphaGo's capability of
dealing with unexpected moves.
Playing black, AlphaGo displayed questionable moves, which commentators said must be mistakes and algorithm
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, when Lee attacked at the
center of the board set up by the supercomputer around the middle of the game.
About three hours into the game, Lee began to dominate the match and maintained the winning mood until the end.
Go originated from China thousands of years ago. It involves two players who take turns putting black and white stones on a grid of 19 lines by 19 lines. One
can win an opponent when securing more areas by surrounding vacant territory
Lee expressed his hope for another victory in the final match with black stones, with which AlphaGo looked difficult to
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, saying that it would be more
Regarding asymmetric information between Lee and AlphaGo, Lee told reporters that it was not a great issue, saying he lost the previous three games due to
his lack of capability though he admitted that he would have played more easily
if he had some information on AlphaGo before the match.
Lee expressed gratitude for cheers and congratulations from the public Homme
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, saying it was a priceless victory
which he will not replace with anything.
Brazil's Daniel Alves (left) competes for the ball with Paraguay's Miguel Samudio during their FIFA World Cup qualifying match on Tuesday in Asuncion,
Paraguay. Photo: AFP
Dani Alves scored in injury time as Brazil fought back from two goals down to earn a 2-2 draw with Paraguay in an -exciting World Cup qualifier in Asuncion on
Alves showed a nice piece of close control inside the box before curling the ball into the corner two minutes into stoppage time to rescue the visitors after
Paraguay had sat back in an attempt to defend their lead.
"That is the spirit of the team," Alves told reporters. "As I told my teammates Homme
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, for us to get anything
here we needed not just quality but also fight and attitude and we had that
The result saw Brazil fall to sixth place on nine points in the 10-team South American qualifying group and puts pressure on coach Dunga.
The famously combative coach said his side, now four points behind leaders Uruguay and Ecuador, would recover and laughed off suggestions his job was in
"It's not news that the [-future of the] manager of the national side is discussed Homme
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," he said. "I didn't win, it's normal
to be challenged."
The top four teams qualify automatically for Russia 2018 with the fifth-placed side going into an intercontinental playoff.
Paraguay, also on nine points Nike Air Max
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, went ahead after 39 minutes when Dario Lezcano got
on the end of a cross from Edgar Benitez and while he hit the ball into the
ground, it bounced up to deceive goalkeeper Alisson and defenders on the line.
Dunga introduced Hulk in place of midfielder Fernandinho after the break in a bid to get back on level terms but Paraguay doubled their lead three minutes
into the second half.
Benitez collected a pass on the edge of the box and calmly slotted the ball past Alisson, while Alves stopped to appeal for offside.
Brazil's Gil had a goal disallowed for climbing after 62 minutes but they eventually got the reward their second-half dominance deserved with 12 minutes
Paraguay goalkeeper Justo Villar could not hold Hulk's 25-yard (23-meter) drive and Ricardo Oliveira fired the rebound home.
In the day's other games Nike Air Max 2018
, Uruguay moved top on 13 points after defeating Peru 1-0 at home.
Ecuador lost their first game in the competition, going down 3-1 in Colombia, to
fall behind Uruguay on goal difference.
Argentina and Chile Nike Air VaporMax
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, who beat bottom two Bolivia and Venezuela, are third and
LOCKHART? the United States? July 31 (Xinhua) -- One person was killed and three others were wounded earlier Sunday morning after a shooting happened in
downtown Austin? capital city of the southern U.S. state of Texas.
Austin police said that after receiving reports of gunshots in the crowded entertainment area on Sixth Street and San Jacinto Boulevard just shortly after
2:00 a.m. local time (0700 GMT)? police rushed to the site to discover five
people shot? according to local TV station ABC13.
A suspect started firing into the crowd after an initial disturbance. A woman was declared dead at the scene and three other women were sent to a nearby
hospital for medical treatment.
The wounded are in critical condition but their wounds were not considered life-threatening? while another victim refused to be sent to hospital.
""It was a very chaotic scene? and a lot of people running in different directions with all the gunshots coming out?"" Austin police Chief of Staff
Brian Manley said.
Manley said police are trying to determine who the suspects are? and he didn't rule out the possibility that a suspect might be one of those transported
to the hospital for medical treatment.
He added that police had one individual who was initially noted as a person of interest. However? that person's status at this point is undetermined.
Police originally reported an active shooter scene in the area? but Manley said the two separate incidents caused the confusion. Another confrontation in
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