Goto

Collaborating Authors

 alphago ai


Artificial intelligence is coming to medicine -- don't be afraid

#artificialintelligence

Automation could replace one-third of U.S. jobs within 15 years. Oxford and Yale experts recently predicted that artificial intelligence could outperform humans in a variety of tasks by 2045, ranging from writing novels to performing surgery and driving vehicles. A little human rage would be a natural response to such unsettling news. Artificial intelligence (AI) is bringing us to the precipice of an enormous societal shift. We are collectively worrying about what it will mean for people.


Google's AlphaGo AI can teach itself to master games like chess

Engadget

Google's DeepMind team has already advanced its AlphaGo AI to dominate Go without human input, but now the system is clever enough to master other board games without intervention. Researchers have developed a more generalized system for AlphaGo Zero that can train itself to achieve "superhuman" skill in chess, Shogi (a Japanese classic) and other game types knowing only the rules, all within less than a day. It doesn't need example games or other references. This doesn't mean that DeepMind has developed a truly general purpose, independent AI... yet. Chess and Shogi were relatively easy tests, as they're simpler than Go. It'll be another thing entirely to tackle complex video games like StarCraft II, let alone fuzzier concepts like walking or abstract thought.


Artificial intelligence is coming to medicine -- don't be afraid

#artificialintelligence

Oxford and Yale experts recently predicted that artificial intelligence could outperform humans in a variety of tasks by 2045, ranging from writing novels to performing surgery and driving vehicles. A little human rage would be a natural response to such unsettling news. Artificial intelligence (AI) is bringing us to the precipice of an enormous societal shift. We are collectively worrying about what it will mean for people. As a doctor, I'm naturally drawn to thinking about AI's impact on the practice of medicine.


After beating the world's elite Go players, Google's AlphaGo AI is retiring

#artificialintelligence

The latest to succumb is Go's top-ranked player, Ke Jie, who lost 3-0 in a series hosted in China this week. The AI, developed by London-based DeepMind, which was acquired by Google for around $500 million in 2014, also overcome a team of five top players during a week of matches. AlphaGo first drew headlines last year when it beat former Go world champion Lee Sedol, and the China event took things to the next level with matches against 19-year-old Jie, and doubles with and against other top Go pros. Challengers defeated, AlphaGo has cast its last competitive stone, DeepMind CEO Demis Hassabis explained. This week's series of thrilling games with the world's best players, in the country where Go originated, has been the highest possible pinnacle for AlphaGo as a competitive program.


Google's AlphaGo AI will face its biggest challenge yet next month

#artificialintelligence

It's just over a year since Google's DeepMind unit stunned the world when its AlphaGo AI beat Go legend Lee Se-dol 4-1 in a five-game match; the result demonstrated mastery of a feat that had eluded computer scientists for decades and sparked a flood of new interest in the field of artificial intelligence. But there was one possible "gotcha" that Go devotees could hold onto: Lee Se-dol was once, but is no longer, quite considered the greatest player on the planet. That distinction is now considered to belong to Ke Jie, a 19-year-old Chinese player ranked number 1 worldwide. A professional since the age of 10, Ke has beaten Lee several times in high-profile matches in recent years, including three finals victories in the three months leading up to Lee's AlphaGo match. And next month, Ke will get his own showdown with DeepMind's AI.


No more playing games: AlphaGo AI to tackle some real world challenges

Robohub

Humankind lost another important battle with artificial intelligence (AI) last month when AlphaGo beat the world's leading Go player Ke Jie by three games to zero. AlphaGo is an AI program developed by DeepMind, part of Google's parent company Alphabet. Last year it beat another leading player, Lee Se-dol, by four games to one, but since then AlphaGo has substantially improved. AlphaGo will now retire from playing Go, leaving behind a legacy of games played against itself. They've been described by one Go expert as like "games from far in the future", which humans will study for years to improve their own play.


No more playing games: AlphaGo AI to tackle some real world challenges

#artificialintelligence

Humankind lost another important battle with artificial intelligence (AI) last month, when AlphaGo beat the world's leading Go player Kie Je by three games to zero. AlphaGo is an AI program developed by DeepMind, part of Google's parent company Alphabet. Last year it beat another leading player, Lee Se-dol, by four games to one, but since then AlphaGo has substantially improved. AlphaGo will now retire from playing Go, leaving behind a legacy of games played against itself. They've been described by one Go expert as like "games from far in the future", which humans will study for years to improve their own play.


Google's AlphaGo AI to take on world's top Go player in May

#artificialintelligence

After Google-owned DeepMind's virtual Go champion AlphaGo took on and defeated one of the top-ranked human players in the world, it looks like Google wants to build some bridges, explore the AI-human interaction dynamic โ€“ and see if AlphaGo can take on the very best human Go player in the entire world. Google is partnering with the China Go Association and the Chinese Government to host some of China's top Go players and AI researchers from China and Google at a summit May 23-27 designed to test the upper limits of its AI, as well as give human players a chance to study the unusual strategies AlphaGo has put into play in the age-old game. The five day "Future of Go Summit" will include special match variants where professional Chinese Go players will face off against one another in partnership with an AlphaGo AI teammate, alternating moves between human and computer players. Another match will put a team of humans working in concert against AlphaGo, and finally, AlphaGo will take on Ke Jie, the top-ranked Go player in the world, in a traditional three-game match. Piggybacking on the Go festival is a forum hosting AI experts from across China, with discussions about AlphaGo's progress, its supporting technologies and its potential applications in helping solve real world problems.


Google's AlphaGo AI will face its biggest challenge yet next month

#artificialintelligence

It's just over a year since Google's DeepMind unit stunned the world when its AlphaGo AI beat Go legend Lee Se-dol 4-1 in a five-game match; the result demonstrated mastery of a feat that had eluded computer scientists for decades and sparked a flood of new interest in the field of artificial intelligence. But there was one possible "gotcha" that Go devotees could hold onto: Lee Se-dol was once, but is no longer, quite considered the greatest player on the planet. That distinction is now considered to belong to Ke Jie, a 19-year-old Chinese player ranked number 1 worldwide. A professional since the age of ten, Ke has beaten Lee several times in high-profile matches in recent years, including three finals victories in the three months leading up to Lee's AlphaGo match. And next month, Ke will get his own showdown with DeepMind's AI.


Google's AlphaGo AI beats Lee Se-dol again to win Go series 4-1

#artificialintelligence

After suffering its first defeat in the Google DeepMind Challenge Match on Sunday, the Go-playing AI AlphaGo has beaten world-class player Lee Se-dol for a fourth time to win the five-game series 4-1 overall. The final game proved to be a close one, with both sides fighting hard and going deep into overtime. AlphaGo is an AI developed by Google-owned British company DeepMind, and had already wrapped up a historic victory on Saturday by becoming the first ever computer program to beat a top-level Go player. The win came after a "bad mistake" made early in the game, according to DeepMind founder Demis Hassabis, leaving AlphaGo "trying hard to claw it back." By winning the final game despite its blip in the fourth, AlphaGo has demonstrated beyond doubt its superiority over one of the world's best Go players, reaffirming a major milestone for artificial intelligence in the process. It was "the most mindblowing game experience we've had so far," said DeepMind founder Demis Hassabis at the post-match press conference, with an "incredibly close and tense finish." Lee said that he felt sorry the match was coming to an end, while expressing how difficult it has been from a psychological perspective.