GETTING computers to recognise other cars is surprisingly difficult. Earlier this year, the first fatal autonomous car crash happened when a Tesla Model S failed to distinguish a white truck against a brightly lit sky. Now a study has shown that self-driving cars can be taught the rules of the road by studying virtual traffic on video games such as Grand Theft Auto V (GTA V). Although firms like Google and Uber are teaching their software by physically driving millions of miles in the real world, they also train their algorithms using pre-recorded footage of traffic. But there's a catch: computers need hundreds of thousands of laboriously labelled images, showing where vehicles begin and end, to make them expert vehicle recognisers.

This article is a part of an evolving theme. Here, I explain the basics of Deep Learning and how Deep learning algorithms could apply to IoT and Smart city domains. Specifically, as I discuss below, I am interested in complementing Deep learning algorithms using IoT datasets. I elaborate these ideas in the Data Science for Internet of Things program which enables you to work towards being a Data Scientist for the Internet of Things (modelled on the course I teach at Oxford University and UPM – Madrid).

At present, predictive analytics is the most used form of AI in enterprise and companies are focusing on innovation, patenting their AI developments at a faster rate than ever before. Join us as we explore the rise of artificial intelligence in six charts including the top investors in AI and the most used AI enterprise solutions. As of June 2016, artificial intelligence received $974m of funding. This year's funding is set to surpass 2015's total and CB Insights suggests that 200 AI-focused companies have raised nearly $1.5 billion in equity funding. AI isn't limited to the business sphere, in fact the personal robot market, including'care-bots', could reach $17.4bn by 2020.

Star Trek Beyond

Google's neural networks invent their own encryption MIT scientists are training AI to scare people. Stay up-to-date on the topics you care about. We'll send you an email alert whenever a news article matches your alert term. It's free, and you can add new alerts at any time.

There is a palpable, ominous feeling in the air that something huuuge and unstoppable is about to happen to our world -- a tectonic shift in our understanding of who we are, and how we define our reality, that we excitedly anticipate, but are deathly afraid of at the same time. Whatever this "next level" in humanity's evolution is, this much is clear, it will be powered by Artificial Intelligence in unimaginable ways that will potentially propel us to utopian heights, or destroy us in a great ball of fire, depending on who you ask [insert Elon Musk "AI robots will kill us" quote here!]. In short, AI has arrived. Either get on the train, or get run over by it. Most people, however, don't know what to do -- they're sort of stuck standing in the tracks, like dear in headlights, with the train barreling towards them full speed ahead.

Microsoft has launched a new PC, hoping that it can bring back the dying category. The company's new desktop computer, named the Surface Studio, looks something like the iMac. And like Apple's computer, it is meant as an all-in-one solution for people looking for a PC – a big screen that is attached to all the computing parts. Unlike the iMac, the screen itself is touchscreen despite having a keyboard and a mouse. And that display is also the thinnest desktop monitor ever created, the company said.

Most of the Government's online public services were knocked out by a "technical error" on Wednesday, the Cabinet Office has confirmed. The entire GOV.UK website, a flagship project of the Government Digital Service (GDS) went down, taking all government department websites and most services with it. GOV.UK was launched to fanfare 2012 and aims to consolidate all government department websites into a single service – meaning its failure interrupted services ranging from tax self assessment to driving licence applications. Initial speculative fears that the half-hour outage was caused by a cyber attack appear to be unfounded. The outage started at around 3.30pm when users were presented with a so-called "NXDOMAIN" error.

WhatsApp users are receiving messages that look far too good to be true – and are just that. People are being hit by a sinister new hack that sees them offered free money and then actually leads them to have their data stolen. The messages arriving on people's phones look innocent, and appear to come from friends and family. They offer £100 of gift cards for shops like Sainsbury's or Topshop, and usually claim that the sender has already claimed their £100. But the messages are in fact a scam that could see people's phone's hijacked, their personal information stolen and their money being put at risk.

Microsoft shares surged 5% in early trading Friday,and passed a high set in 1999, helped by enthusiasm for progress in its cloud business. SAN FRANCISCO -- To hear him tell it, Microsoft CEO Satya Nadella is out to do more than just sell products. Time to stop gobbling it down and to start cranking it out. "The last 10 years have seen a lot of innovation indexed largely toward content consumption," Nadella tells USA TODAY. "But the next 10 will be indexed toward content generation. It'll be about what we can create."