John Markoff covered technology for The New York Times for 28 years. He is currently a Berggruen Institute fellow at Stanford's Center for Advanced Study in the Behavioral Sciences. "You don't get it," he said. "In China, they'll be lucky if the robots come just in time." For the previous decade, I had been reporting on the rapid expansion of new AI technologies into the workplace and how they were about to displace not only blue-collar manufacturing jobs but, for the first time, white-collar knowledge workers like lawyers and doctors. But that night, Kahneman alerted me to a largely unexamined aspect of the AI-fueled automation debate.

In the bright-eyed naiveté of my first few weeks as Facebook's first leader of the ads targeting effort, I'd eagerly confront each new conspiracy theory. "Is Facebook scanning my photos and using that for ad targeting?" I'd also field new targeting ideas from Facebook employees themselves, who would construct just-so stories around some niche piece of user behavior, and how that could move the needle on Facebook's already soaring ad revenue (e.g. 'show burger ads to people who checked into In-N-Out'). Inevitably, the conspiracy theories and new ideas would die on the rocks of the threefold criterion I eventually formulated to debunk or discard (almost) all of them. Antonio García Martínez (@antoniogm) was the first ads targeting product manager on the Facebook Ads team, and author of the memoir Chaos Monkeys: Obscene Fortune and Random Failure in Silicon Valley.

Unless you've had your head in the sand over the past few years, you'll have heard about the unprecedented -- and largely unexpected -- advancement in Artificial Intelligence (AI). Perhaps the most public example of this was when Google's company DeepMind used an AI called AlphaGo to beat one of the world's top Go players in 2016. Today, it plays a role in voice recognition software -- Siri, Alexa, Cortana and Google Assistant. It's helping retailers predict what we want to buy. It's even organising our email accounts by sorting the messages we want to see from those we don't.

I have just had a baby girl. I mean it is probably worth noting my wife played some part in her gestation and delivery, but as a modern progressive couple I'll assume a minimum of 50 percent of the credit. Her arrival has made me consider what the world holds in store for this little female version of me. As I bark at Siri, holding my daughter in the dark, for a "how to" video on baby swaddling, I suddenly feel unsettled. As it becomes second nature to bark orders at the'person in our pocket', does it matter that this person seems to be a she?

Everyone is jumping on AI and its advancements and growth in popularity in the recent years have proved a valuable opportunity for businesses and households. Big industry players have already made strides in research, and some of the largest tech companies in the world have been investing in building their own AI framework, making it accessible not only to enterprises but also independent developers. Large tech companies are harnessing the power of AI as more research developments are making strides in improvement in artificial intelligent technology. The success of its Echo products spurred Amazon to put Alexa into a wider range of devices such as lamps, speakers, clocks, and cars. Earlier in 2017, Amazon launched a smart Wi-Fi speaker that uses voice recognition to not only respond to commands, but also display what it sees.

There's a frequently cited PwC report that says that 38% of U.S. jobs are at risk of being overtaken by artificially intelligent automation by 2030. Similarly, a Scientific American article warned earlier this year that 40% of the top 500 companies will vanish within a decade as they fall victim to artificial intelligence (AI). Let's be honest here, those predictions are pretty easy to dismiss right now. The average person can take a look around and ask, "Where is all of this scary AI?" But AI is already starting to take over in very subtle ways, and there's plenty of evidence that as AI becomes a bigger part of what these companies do it'll eventually become a bigger part of how our world functions.

Have you ever had a great idea for a meme, but didn't feel going to the effort to make it yourself? If the answer is yes, then a new Google Assistant feature may help you out. Called'Meme Buddy,' the feature lets you make meme using your voice. By using the Google Assistant on your phone, you can ask meme buddy to find a photo and give it a caption - or ask it to make a completely random meme for you. To use Meme Buddy, open the Google Assistant on your phone and say'Talk to Meme Buddy.'

In designing personalized ranking algorithms, it is desirable to encourage a high precision at the top of the ranked list. Existing methods either seek a smooth convex surrogate for a non-smooth ranking metric or directly modify updating procedures to encourage top accuracy. In this work we point out that these methods do not scale well to a large-scale setting, and this is partly due to the inaccurate pointwise or pairwise rank estimation. We propose a new framework for personalized ranking. It uses batch-based rank estimators and smooth rank-sensitive loss functions. This new batch learning framework leads to more stable and accurate rank approximations compared to previous work. Moreover, it enables explicit use of parallel computation to speed up training. We conduct empirical evaluation on three item recommendation tasks. Our method shows consistent accuracy improvements over state-of-the-art methods. Additionally, we observe time efficiency advantages when data scale increases.

The autocorrect bug that switched the letter "i" to "A" and a question mark is getting a fix with the release of iOS 11.1.1. Apple released the updated on Thursday, making it the sixth update to iOS 11. iPhone, iPad and iPod Touch users can go to Settings General Software Update to download iOS 11.1.1. Apple says the new update "Fixes an issue with keyboard auto-correct" and "Fixes an issue where Hey Siri stops working." The autocorrect bug meant users had a hard time talking in first person with their iOS devices. The issue did not affect everyone, but many people reported the problem on social media.

You'll also get an angled 3.5mm female-to-male adapter for connecting external speakers, and a 10-foot braided USB cable. Mount Genie suggests using power-over-ethernet (PoE) to supply electricity to the Echo Dot. No power supply is included, and you'll need to purchase either a power injector or a PoE switch plus a PoE splitter that you'll install at the Dot end of the ethernet cable (Mount Genie recommends a WiFi Texas model, which Amazon sells for about $21) if you decide to go that route.