Using deep learning techniques, a group of researchers has trained a computer to recognise events in videos on YouTube -- even the ones the software has never seen before like riding a horse, baking cookies or eating at a restaurant. Researchers from Disney Research and Shanghai's Fudan University used both scene and object features from the video and enabled link between these visual elements and each type of event to be automatically determined by a machine-learning architecture known as neural network. "Notably, this approach not only works better than other methods in recognising events in videos, but is significantly better at identifying events that the computer programme has never or rarely encountered previously," said Leonid Sigal, senior research scientist at Disney Research. Automated techniques are essential for indexing, searching and analysing the incredible amount of video being created and uploaded daily to the Internet. "With multiple hours of video being uploaded to YouTube every second, there is no way to describe all of that content manually. If we don't know what's in all those videos, we can't find things we need and much of the videos' potential value is lost," noted Jessica Hodgins, vice president at Disney Research.

Once again, thousands of people from various corners of the marketing industry and the world descended on the French Riviera for the Cannes Lions International Festival of Creativity. Some things haven't changed: the celebrity appearances, the late nights on the Carlton terrace that invariably lead to a regrettable hangover, the gigantic Daily Mail Yacht and the endlessly flowing rose. But this year also brought some surprises, including the Brexit decision at the end of the week as well as some unexpected Lions winners. Here are some other takeaways from adland's biggest event. The Maison Samsung featured a VR surfing experience on the roof and a super-secret "second-floor experience."

Cozmo is a 179 artificially intelligent robot that can recognize faces and react to human gestures. SAN FRANCISCO – At first glance, the palm-sized toy on the table looks unexceptional, an odd cross between a bulldozer and a forklift. Except that the toy is snoring. Suddenly, it wakes up, motors over to its human inquisitor and lets out a happy squawk as its digital eyes go wide. Made by Anki, the start-up that has found success with its self-driving Anki Drive racing cars, Cozmo goes on sale today for 179 with orders shipping this fall.

It uses artificial intelligence (AI) to automatically convert data into semantic knowledge. Diffbot uses deep-learning technology to categorize webpage data according to its meaning. Essentially, it provides users with structured knowledge sorted in human-like categories. The web-scrapping company can suck up content from homepages, articles, products, and social network profiles, which can aid both, app developers as well as enterprises, to do competitive analysis and gain insights into consumers. With the use of AI, Diffbot has already surpassed the data bank of Google's Knowledge Graph.

The future of legal research assistance lawyers is zero. The job will soon vanish for all practical purposes. Futurism reports "Ross, the world's first artificially intelligent attorney, has its first official law firm. Baker & Hostetler announced that they will be employing Ross for its bankruptcy practice, currently comprised of almost 50 lawyers." Please consider Artificially Intelligent Lawyer "Ross" Has Been Hired By Its First Official Law Firm.

Cozmo is a 179 artificially intelligent robot that can recognize faces and react to human gestures. SAN FRANCISCO – At first glance, the palm-sized toy on the table looks unexceptional, an odd cross between a bulldozer and a forklift. Except that the toy is snoring. Suddenly, it wakes up, motors over to its human inquisitor and lets out a happy squawk as its digital eyes go wide. Made by Anki, the start-up that has found success with its self-driving Anki Drive racing cars, Cozmo goes on sale today for 179 with orders shipping this fall.

Sega has revealed that a new title in the Sonic the Hedgehog franchise is in development for release in 2017. The news was confirmed by Sonic Team executive Takashi Iizuka during a 25th anniversary event in Tokyo, according to Gematsu. It was also revealed that more information on the mysterious new game will be shown at San Diego Comic Con next month, all of which will be livestreamed online. "We at Sonic Team are developing a completely new game," Iizuka said. "The most important thing is not the fact that the series survived for 25 years, but how many games [were] developed. Our goal [is to] add something new and overcome any potential hardships."

AI Robots, new electronic persons, to pay taxes and S.S. I saw this story come out yesterday which was about a new classification of'Electronic Persons'. Then today we see the political aspirations of the elite want to make more hay [i..e'money']. An area of concern for A.I. here is that the ability to transfer human thought, mind, and the essence of a human being into a Robot so the powers that be; individuals may live forever. Their body may die but who they will live on in a machine.

When American novelist David Foster Wallace delivered the commencement address at Kenyon College in 2005, he urged the graduating class to "exercise some control over how and what you think." If you don't at least try to regulate your thoughts and behaviors, Wallace cautioned, you will go through life "dead, unconscious, a slave to your head." Wallace himself long suffered with unwanted negative thoughts and crippling self-doubt--and took his own life three years after that speech. But can our mind become a "terrible master," as Wallace described? Kessler, the former commissioner of the U.S. Food and Drug Administration, has considered that question for the past two decades, studying how substances such as food, alcohol and tobacco can hijack our brain chemistry and compel us to act against our own best intentions--bingeing on brownies, booze or cigarettes.

In a match last October, the AlphaGo program developed by Google's "DeepMind" subsidiary beat, 5 games to 0, the French professional player Fan Hui,1 who is ranked 2 dan (on the professional scale from 1 dan to 9 dan) and is today Europe's best player. The story was related by the journal Nature.2 This was the first time that a computer beats a professional player. But in the world of artificial intelligence, the progress demonstrated by the AlphaGo victory wasn't expected for another ten years or so. The moment of truth, however, will take place between March 9-15 in Seoul, where AlphaGo will face the South Korean Lee Se-dol, who is 9 dan, and is considered the best player in the world as well as a Go living legend. This new game, which will be broadcast live on the Web, comes with a 1,000,000 prize for the human champion if he wins.