Computer mastery of the complex board game Go has long been seen as a landmark for artificial intelligence. A mystery player causing a stir in the world of the complex strategy game Go has been revealed as an updated version of AlphaGo, the artificial-intelligence program created by Google's London-based AI firm, DeepMind. Known only by the name "Master (P)", since late December the anonymous player has beaten the world's best at Go in a string of online games, including defeating current world number one, 19-year old Ke Jie. South Korea trumpets $860-million AI fund after AlphaGo'shock' Go is regarded as the most complex board game ever invented, and famously difficult for computers to crack. But last year, AlphaGo showcased the strength of AI software when it stunned the Go world first by defeating a professional human player, Fan Hui, and then going on to beat one of the Go world's top players, Lee Sedol.

Toyota Motor Corp. wants you and your car to be friends. On Wednesday at CES, the industry trade show formerly known as the Consumer Electronics Show, the automaker unveiled its "Concept-i" vehicle, a futuristic-looking car with an artificially intelligent assistant built in. "We need to look beyond the simple driver-vehicle interface and focus on the driver-vehicle relationship," said Bob Carter, senior vice president of automotive operations at Toyota. Embedded in Concept-i is "Yui," Toyota's artificial intelligence system. Yui is intended to monitor driver behavior and mood to determine the vehicle's actions.

Bob, CFO of ABC Inc is about to get on an earnings call after just reporting a 20% miss on earnings due to slower revenue growth than forecasted. Company ABC's stock price is plummeting, down 25% in extended hour trading. The board is furious and investors demand answers on the discrepancies. Inaccurate revenue forecast remains one of the biggest risks for CFOs. In a recent study, more than 50% of companies feel their pipeline forecast is only about 50% accurate.

Gaetan Hadjeres and Francois Pachet at the Sony Computer Science Laboratories in Paris created DeepBach, then entered Bach's 352 chorales. The resulting composition is certainly in the style. So why does this work better than some other attempts?

When Google's artificial intelligence program AlphaGo made history by taking down Korea's Lee Sedol--one of the world's best Go players--in a landslide 4-1 victory in March, Chinese player Ke Jie was skeptical. He famously wrote on Weibo the next day, "Even if AlphaGo can defeat Lee Sedol, it can't beat me," and has since agreed to take on the AI at an undecided time. But now even Ke, the reigning top-ranked Go player, has acknowledged that human beings are no match for robots in the complex board game, after he lost three games to an AI that mysteriously popped up online in recent days. On Jan. 4, after winning more than 50 games against several of the world's best Go players, Ke included, a user registered with an ID of "Master" on two Chinese board game platforms came forward to identify itself as AlphaGo. "I'm AlphaGo's Doctor Huang," the user "Master" wrote on foxwq.com,

PDF: We made a fancy PDF of this post for printing and offline viewing. Note: The reason this post took three weeks to finish is that as I dug into research on Artificial Intelligence, I could not believe what I was reading. It hit me pretty quickly that what's happening in the world of AI is not just an important topic, but by far THE most important topic for our future. So I wanted to learn as much as I could about it, and once I did that, I wanted to make sure I wrote a post that really explained this whole situation and why it matters so much. Not shockingly, that became outrageously long, so I broke it into two parts. This is Part 1--Part 2 is here. We are on the edge of change comparable to the rise of human life on Earth. It seems like a pretty intense place to be standing--but then you have to remember something about what it's like to stand on a time graph: you can't see what's to your right. So here's how it actually feels to stand there: Imagine taking a time machine back to 1750--a time when the world was in a permanent power outage, long-distance communication meant either yelling loudly or firing a cannon in the air, and all transportation ran on hay. When you get there, you retrieve a dude, bring him to 2015, and then walk him around and watch him react to everything.

Late last year, I lamented that Google didn't make Chromebooks a priority over the holiday season. With Android apps and the Google Play Store coming to the platform, it seemed like a perfect time to push Chrome OS. As this morning's leak showed, I just needed to wait another month: Samsung and Google have just announced the Chromebook Plus and Chromebook Pro, a pair of laptops that strive to present the best Chrome OS experience a user can have. Let's get the difference between the two models out of the way early: The cheaper Chromebook Plus uses an ARM processor while the Chromebook Pro features an Intel Core M3 processor. Neither is the most powerful out there, but in my quick tests, the Chromebook Pro seemed plenty snappy. I will note that an ARM processor is probably never going to provide the best Chromebook experience one can have, but I'll grudgingly reserve judgement until really testing it out.

Toyota revealed the Concept-i at CES on Wednesday, a new concept vehicle that the company built with its Newport Beach CALTY design research group, with tech supplied by the carmaker's SF-based innovation hub. I spoke to CALTY Project Design Manager William Chergosky about the process of creating Concept-i, which he said was about finding a way to bring the excitement people feel about driving now to a potential future in which autonomous driving is much more prevalent. "We've been working on this for approximately two years, and we're trying to create a futuristic vision for the 2030 automobile that's really fun to drive," Chergosky explained. We had a real fundamental belief in this idea of'waku-doki' – getting your heart racing. Is that something that dies with this future?

Machine learning has evolved from science fiction movie plots to everyday reality in just a short time.

For those who don't have the patience to wait for fish to take the bait, a robotics firm has unveiled a device that finds and attracts them to you. Called the PowerRay, the underwater drone uses a precision remote bait drop and blue-hued fishing lures that basically attaches the fish to the dangling hook. The unmanned vehicle also transmits data, fish alerts and live video feed and photos of the underwater world to the fisherman's smartphone via a companion app. PowerRay uses a precision remote bait drop and blue-hued fishing lures that basically attaches the fish to the dangling hook. The unmanned vehicle also transmits data, alters and live video feed and photos of the underwater world to the fisherman's smartphone via a companion app The sonar system can detect fish up to 131ft below the swimming robot and can dive up to 98 feet.