That's just one takeaway from a new 48-page report White House AI report it released to policy makers this week, according to Jim Hendler, AI expert, researcher and coauthor of the new book, Social Machines: The Coming Collision of Artificial Intelligence, Social Networking and Humanity. Addressing such concerns, the report says that fears about super-intelligent and evil computers, shouldn't have much impact on current US policy toward AI. "And it gets that part right … we all need to cut past the hype and look at what's really on in AI," he said, "so we can pay attention to the real risks and opposed to the science fiction risks," he said. The things to worry about aren't the frightening HAL 9000 or Skynet scenarios, Hendler says, "but the very real economic, societal ethical and safety concerns AI poses for the foreseeable future." The report does a fair job of addressing such issues overall, he says, "and it is good as far as it goes," Hendler says.

Tim Cook's latest stop for his Asia tour is in Japan. Apart from riding the bullet train to travel around the country, Apple's CEO did an interview to share some interesting things about the company's plans for its Japan-based R&D center. Speaking with Nikkei Asian Review, Cook revealed that Apple's R&D facility in Yokohama, which is close to Japan's capital city Tokyo and is expected to be completed this December, will serve as the core of the tech giant's "deep engineering." Steve Jobs' successor admitted that he is remaining mum about what this is all about, but he did say that Apple is capitalizing on AI in cooperation with Japanese companies. Cook shared that they plan to make the most out of AI by crafting technologies that would be very useful, such as increasing battery life of certain products or recommending songs to Apple Music users.

This is a place to share machine learning research papers, journals, and articles that you're reading this week. If it relates to what you're researching, by all means elaborate and give us your insight, otherwise it could just be an interesting paper you've read. Please try to provide some insight from your understanding and please don't post things which are present in wiki. Preferably you should link the arxiv page (not the PDF, you can easily access the PDF from the summary page but not the other way around) or any other pertinent links.

Tech columnist Jennifer Jolly shows the best robotic sidekicks. If you grew up watching The Jetsons, Star Wars, or even WALL-E, at some point, you likely dreamed of having a robot sidekick. Seriously -- how great would it be to have a Rosie of your own, making dinner, folding laundry and basically making your every household chore her cheerful command? No such luck for us grown-ups (yet), but the latest robotic toys are more advanced than ever, and the cool factor extends far beyond mere child's play. Here are the best I've reviewed to date.

Apple CEO Tim Cook hinted that Japan has a big part to play in the company's ongoing development of AI, as he continued his travels around the country via bullet train on Monday. Speaking to Nikkei Asian Review, Cook revealed that Apple's new advanced R&D center in Yokohama, currently scheduled for completion in December, would focus on "deep engineering" and would be "very different" from the R&D base Apple is building in China, without giving away specifics. Photo via Tim Cook However, Cook intimated that one of its main focuses would be on developing Apple's artificial intelligence services – which recently drew some criticism in the press – and emphasized that the company wanted to leverage specifically Japanese expertise in the field. "AI is horizontal in nature, running across all products, and is used in ways that most people don't even think about," said Cook. "We want the AI to increase your battery life, to recommend music to Apple Music subscribers... [to] help you remember where you parked your car."Japan's robotics heritage is legendary, coming on the back of years of successfully building industrial robots, however the state of its AI research remains ambiguous, given its relative lack of investment in deep learning from large amounts of analyzed data, which U.S. companies like Facebook and Google are already heavily researching. To improve on this front, Japan has just opened a Center for Advanced Integrated Intelligence Research in Tokyo (RIKEN), which specifically aims to develop systems of AI that will be able to solve problems using "Big Data".

You can star alongside Leo when cinema enters its'karaoke' phase The blockbuster era will come to a close in about 2042 with the colossal failure of Jedi Transformers V Jurassic Avengers 12: Revenge Of The Minions, an expensive crossover epic that bankrupts all the Hollywood studios simultaneously. By that time, the idea of "going to the movies" will have evolved anyway. Films will no longer involve two hours sitting in a cinema, predicted futurologist Faith Popcorn in The Hollywood Reporter: "They'll be gameified and will unfold in real time all around you. You pay for a time slot, tune in your technology, and literally become one with the action. Endings and events will be changed as you go; smells, tastes, sensations will all be experienced live. Casts will be comprised of your own avatars; you will be the star."

In the movie Transcendence, Johnny Depp plays Dr Will Caster, a researcher in artificial intelligence at Berkeley trying to build a sentient computer. Stuart Russell is Will Caster's real life equivalent. He works on artificial intelligence at the University of California at Berkeley, and is co-author of the definitive textbook on AI. He has also been very vocal about the risks of research in AI succeeding. Earlier this year, Google's DeepMind taught a computer program to play a wide variety of Atari video games at a superhuman level in a matter of hours.

OpenAI wants to build the technology that will finally create a computer that can converse in a way that is indistinguishable humans. The nonprofit, backed by Tesla CEO Elon Musk and his PayPal co-founder Peter Thiel, brought on NVIDIA's supercomputer DGX-1, which has 170 teraflops of computing power, to help hone machine learning systems to create algorithms that can comprehend language and teach robots to respond appropriately. That should solve one of the biggest hindrances to making AI systems that can learn complex interactions: the slowness of current computers. "The speed of our computers is in some sense the lifeblood of deep learning," OpenAI research director Ilya Sutskever in an NVIDIA video. The goal of this project is to allow a robot to become smart enough to not only recognize speech, but to also use the data it gathers to formulate appropriate responses on its own--and to do that, computers need to digest data more quickly than they are currently capable of. The DGX-1, which is optimized for an arm of machine learning called deep learning, can feed copious amounts of natural language data into OpenAI's network much quicker than ever before.

Not everyone is convinced that virtual reality is the future, but at least one beloved institution, The Simpsons, has hopped onto the VR train. Robot' to debut VR short film on iOS, Oculus, HTC Vive In celebration of the series' 600th episode, the show decided to offer its opening couch scene in VR using Google Cardboard, and the result is incredible. Titled "Planet of the Couches," the short experience is inspired by the classic science fiction film Planet of the Apes. But this time, couches, not apes, are in control. If you know anything about the film, you can guess what the Simpsons go through in terms of plot, but the real treat here comes via the VR features.

Hi Reddit Machine Learning Community, I dont know if this question suits this subreddit so apologies for my ignorance. I am planning to get my feet wet in the deep learning and eventually using amazon/azure for data processing purposes. But till then I want to experiment with initial Kaggle data-sets like Titanic, MNIST etc. and I am planning to buy a gaming laptop for the same. I am not in a position to buy a desktop as I dont have the space for it ( currently sharing room with roommates) and I want my workstation to be mobile. Can anyone provide me any suggestions opinions?