From The Terminator to Blade Runner, pop culture has always leaned towards a chilling depiction of artificial intelligence (AI) and our future with AI at the helm. Recent headlines about Facebook panicking because their AI bots developed a language of their own have us hitting the alarm button once again. Should we really feel unsettled with an AI future? News flash: that future is here. If you ask Siri, the helpful assistant who magically lives inside your phone, to read text messages and emails to you, find the nearest pizza place or call your mother for you, then you've made AI a part of your everyday life.

The Internet of Things (IoT) has been called the next Industrial Revolution, and it will have a profound effect on how marketers will need to understand, market and track consumers in the years ahead. In fact, BI Intelligence, in a 2015 report, estimated that more than 34 billion devices will be connected to the internet globally by 2020, up from 10 billion in 2015. This includes a mix of standalone devices that can be monitored and/or controlled from a remote location, as well as remote-enabled devices (such as smartphones, connected/smart TVs, smart home and smart assistants like Amazon's Echo). In many areas, the proliferation of these devices has already passed the tipping point. One such area includes connected/smart TVs.

We have identified about a dozen fundamental artificial intelligence use cases in marketing. We focused on core marketing activities such as optimizing pricing and placement, optimizing advertising/marketing, personalizing recommendations, collecting and leveraging customer feedback. We are always improving our structure and would love to hear your comments and suggestions. Primary marketing activities and AI use cases in these activities are listed below. Pricing optimization: Optimize markdowns to minimize cannibalization while maximizing revenues.

Behind the scenes, the same call automatically and invisibly decides whether a machine learning classifier is reliable enough to classify the example on its own, or whether human intervention is needed. Models get built automatically, they're continually retrained, and the caller never has to worry whether more data is needed. In the rest of this article, we'll go into more detail on the problems we described above--problems that are common to all efforts to deploy machine learning to solve real-world problems. In order to train any spam classifier, you'll first need a training set of "spam" and "not spam" labels.

From self-driving cars, a toothbrush that tells you the best way to brush your teeth to voice recognition software that unlocks your phone, we now live in a world where we can't help but think if we are in a sci-fi film. Many technologies that exist now were only available in the past through imagination and portrayal in science fiction. If "The Jetsons" had Rosie, we now have Mahru Z helping us with our household chores. We also have the real world equivalent of Gideon from The Flash, namely Siri, Alexa and Cortana. People who grew up watching or reading these Science fictions would have never thought they'd experience having a video conference through mobile devices, a robot vacuuming their house, talking to a computer or receiving answers from a computer.

Computing pioneer Alan Turing's most pertinent thoughts on machine intelligence come from a neglected paragraph of the same paper that first proposed his famous test for whether a computer could be considered as smart as a human. The original question, "Can machines think?" I believe to be too meaningless to deserve discussion. Nevertheless I believe that at the end of the century the use of words and general educated opinion will have altered so much that one will be able to speak of machines thinking without expecting to be contradicted. Turing's 1950 prediction was not that computers would be able to think in the future.

Hardly a day goes by that we don't cover virtual assistants. If it's not news about Siri, there's some new development with Alexa, or Cortana or Google Assistant. For one week, we asked five Engadget reporters to live with one of the major assistants: Apple's Siri, Amazon's Alexa, the Google Assistant, Microsoft's Cortana and Samsung's Bixby. This week Engadget is examining each of the five major virtual assistants, taking stock of how far they've come and how far they still have to go.

For millenials, apps have replaced family and friends through which to get introduced to a romantic partner. A swipe and a click, and you have yourself a date. No wonder online dating is in vogue, and the millenial generation or Gen Y has taken to it like ducks to water. Such a dating scenario has also brought along with several concomitant trends that one can latch onto if such a hook-up doesn't work -- some weird and some downright rude. The possibility of failure, a phobia of commitment and serious relationships among others are said to be leading to partners opting for some of these measures to safeguard themselves from a failing relationship.

Samsung has confirmed the firm will'soon' release a smart speaker designed to take on Amazon's Echo, Google's Home and Apple's HomePod. DJ Koh, the president of Samsung's mobile division, told CNBC a smart speaker was on the way. 'Maybe soon we will announce it. I am already working on it,' Koh said. 'As I mentioned I wanted to provide a fruitful user experience at home with Samsung devices, and I want to be moving quite heavily on it,' he added.

Michelle Goldberg profiles Daryle Jenkins, who's taken on the complicated task of trying to explain the antifa movement, a loose network of militant left-wing anti-fascist activists who often physically confront their opponents, to outsiders. Aisha Harris headed down to the Dixie Stampede, Dolly Parton's "Medieval Times–style dine-in attraction where seven nights a week and at occasional weekend matinees, the South rises again." Last week, OkCupid proudly boasted that it had banned Christopher Cantwell, the white supremacist who became widely known after the Charlottesville, Virginia, rallies. Christina Cauterucci points out that the dating service has long welcomed racists like Cantwell and that overall banning them won't make dating sites any safer. Isaac Chotiner debates Mark Lilla, liberal scholar and author of The Once and Future Liberal: After Identity Politics, about why Democrats keep losing elections.