Compared to Silicon Valley giants like Facebook and Google, Apple's AI research projects have been largely inscrutable. But now, that looks like it's about to change. Apple has hired esteemed Carnegie Mellon computer science professor Russ Salakhutdinov as its director of artificial intelligence research, with plans to build a team of researchers for the company in the coming months. Salakhutdinov will remain in his post as an associate professor at CMU, Apple confirmed to BuzzFeed News. Excited about joining Apple as a director of AI research in addition to my work at CMU. Apply to work with my team https://t.co/U2hQl2GdhA

Chris Baker is managing director of UK Enterprise at Concur. What reactions did people have to the movie trailer for Morgan (which was created entirely -- and for the first time -- by an AI bot, and a pretty famous one at that)? Which is a fair reaction. Computers can now write, read, learn and speak. And for some, this is pretty scary -- people are terrified that bots will snatch their jobs and eventually take over the world and render humans useless (films like I, Robot haven't helped this).

Amazon may soon be adding'internet service provider' to its long list of skills. People familiar with the matter revealed the eCommerce giant is considering this service, first for its European customers. This new venture would let Amazon bundle internet access with its Prime video streaming, which would ultimately increase its membership base. People familiar with the matter revealed the eCommerce giant is considering this service for its European customers. A person briefed on the discussion told The Information that Amazon is considering offering internet access to its European customers.

Updated 10-18-16: We've updated our recommendation for best Phablet (5.5 inches or greater) to the excellent Pixel XL. We haven't yet reviewed the standard-size Pixel, but one of the two is a likely candidate for best overall phone. The Android universe is teeming with options, from super-expensive flagship phones, to affordable models that make a few calculated compromises, to models expressly designed for, say, great photography. Chances are that whichever phone you buy, you'll keep it for at least two years. So choosing the best Android phone for you isn't a decision you should take lightly.

Why is it that every time humans develop a really clever computer system in the movies, it seems intent on killing every last one of us at its first opportunity? In Stanley Kubrick's masterpiece, 2001: A Space Odyssey, HAL 9000 starts off as an attentive, if somewhat creepy, custodian of the astronauts aboard the USS Discovery One, before famously turning homicidal and trying to kill them all. In The Matrix, humanity's invention of AI promptly results in human-machine warfare, leading to humans enslaved as a biological source of energy by the machines. In Daniel H. Wilson's book Robopocalypse, computer scientists finally crack the code on the AI problem, only to have their creation develop a sudden and deep dislike for its creators. Is Siri just a few upgrades away from killing you in your sleep? And you're not an especially sentient being yourself if you haven't heard the story of Skynet (see The Terminator, T2, T3, etc.) The simple answer is that -- movies like Wall-E, Short Circuit, and Chappie, notwithstanding -- Hollywood knows that nothing guarantees box office gold quite like an existential threat to all of humanity. Whether that threat is likely in real life or not is decidedly beside the point. How else can one explain the endless march of zombie flicks, not to mention those pesky, shark-infested tornadoes? The reality of AI is nothing like the movies. Siri, Alexa, Watson, Cortana -- these are our HAL 9000s, and none seems even vaguely murderous. The technology has taken leaps and bounds in the last decade, and seems poised to finally match the vision our artists have depicted in film for decades. Is Siri just a few upgrades away from killing you in your sleep, or is Hollywood running away with a tired idea? Looking back at the last decade of AI research helps to paint a clearer picture of a sometimes frightening, sometimes enlightened future. An increasing number of prominent voices are being raised about the real dangers of humanity's continuing work on so-called artificial intelligence.

Google achieves that by pulling together the best features from Apple, Samsung and other phones and offering them at prices comparable to iPhones -- starting at about 650 for the regular, 5-inch model and 770 for the 5.5-inch "XL" edition. Both versions go on sale Thursday through Verizon, Best Buy and Google's online store. We tested the Pixel XL model; the regular version has identical features except for its smaller display and battery -- still enough for 13 hours of Internet use, according to Google. With either, you get an excellent camera and a strong voice assistant that promises to get smarter. The Pixel isn't quite an iPhone replacement, as Google wants you to believe; hardware is just part of what makes an iPhone an iPhone.

That is false the Q and P of the epsilons/zs are different. The ELBO is not a joint.

This blog post covers 50% of what I'm going to be talking about at this year's Museums Computer Group conference at the Wellcome Trust in London, held on the 19th of October. The follow-up post will go live on the 20th - you can sign up here to be notified. I'll examine each one - it'll be interesting to see what you think. Artificial intelligence, as a concept, has been around for a long time. From Hephaestus building the "fighting machines of the gods" to Mary Shelley's Frankenstein, humans have thought about and created stories around our desire to replace the mighty gods with ourselves for several thousand years.

Researchers at Sony's computer science laboratory in Paris recently put out a set of pop songs composed by an AI system, which scans songs from a database to compose entirely new pieces in certain musical styles. The final results were, unexpectedly, fairly catchy tunes. Expanding that idea, Sony CSL now wants to use its system of machine-learning algorithms--which is named Flow Machines, and has been in development since 2012--to write and publish entire albums. Using an algorithm to write songs "makes all the elements of experimentation easier, which otherwise would have been too time-consuming or meticulous," says the lab's director and artificial intelligence expert François Pashet. Does a music-making AI violate the intimacy and emotion of the songwriting process?

Google's fascination with hardware stretches back years. Remember the early days of Android and the G1? It took Google a while, but that fascination turned into a sort of experimental hobby, and now into something far more serious. Software is Google's art, and the company has been working for a long time to craft the right canvases. Google has more control over the development -- and destiny -- of these two smartphones than it ever had with any Nexus phone. It's not surprising, then, that the company has turned to close friends to help chart this new course. Former Motorola Mobility CEO Rick Osterloh is back at Google heading up hardware after the search giant sold his company to Lenovo. HTC, which most recently worked with Google on the Nexus 9 tablet, is handling the Pixel phones' production and assembly. There's a palpable sense that Google wanted to round up its A-team for this project.