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"The type of device matters-some are associated with worse student outcomes. Geography matters-technology is associated with higher student outcomes in the United States than in other regions. Who is using the technology matters-technology in the hands of teachers is associated with higher scores than technology in the hands of students. Intensity matters-students who use technology intensely or not at all perform better than those with moderate use. A school system's current performance level matters-in lower-performing school systems, technology is associated with worse results."

"Unskilled manual laborers have felt the pressure of automation for a long time - but, increasingly, they're not alone. The last few years have been a bonanza of advances in artificial intelligence. As our software gets smarter, it can tackle harder problems, which means white-collar and pink-collar workers are at risk as well. Here are eight jobs expected to be automated (partially or entirely) in the coming decades. Call Center Employees call-center Telemarketing used to happen in a crowded call center, with a group of representatives cold-calling hundreds of prospects every day. Of those, maybe a few dozen could be persuaded to buy the product in question. Today, the idea is largely the same, but the methods are far more efficient. Many of today's telemarketers are not human. In some cases, as you've probably experienced, there's nothing but a recording on the other end of the line. It may prompt you to "press '1' for more information," but nothing you say has any impact on the call - and, usually, that's clear to you. But in other cases, you may get a sales call and have no idea that you're actually speaking to a computer. Everything you say gets an appropriate response - the voice may even laugh. How is that possible? Well, in some cases, there is a human being on the other side, and they're just pressing buttons on a keyboard to walk you through a pre-recorded but highly interactive marketing pitch. It's a more practical version of those funny soundboards that used to be all the rage for prank calls. Using soundboard-assisted calling - regardless of what it says about the state of human interaction - has the potential to make individual call center employees far more productive: in some cases, a single worker will run two or even three calls at the same time. In the not too distant future, computers will be able to man the phones by themselves. At the intersection of big data, artificial intelligence, and advanced

""We were sitting on metadata [information about emails, such as sender, recipient and time of delivery], so we knew it was only a matter of time before someone would come to us," says Mike Janke, Silent Circle's co-founder and chief executive. "Email was different - the rest of our products have no metadata, no IP logging, no way - but email was fundamentally broken.""

"Re/code, a technology news website, was the first to float the North Korea theory last Friday. Citing unnamed sources familiar with the matter, it said: "Sony Pictures Entertainment is exploring the possibility that hackers working on behalf of North Korea, possibly operating out of China, may be behind a devastating attack that brought the studio's network to a screeching halt earlier this week … The sources stress that a link to North Korea hasn't been confirmed, but has not been ruled out, either.""

"It's highly unlikely investigative or intelligence agencies have much of an interest in protecting the privacy of non-targeted citizens, even in non-terrorist-related surveillance -- not if it means using alternate (read: "less effective") investigative methods or techniques. It has been demonstrated time and time again that law enforcement is more interested in the most direct route to what it seeks, no matter how much collateral damage is generated. "

"Hassabis was a child chess prodigy, who learned the game aged four and was able to beat his dad three weeks later - indeed, when he started playing competitively he was so small he had to bring a pillow with him to reach the board - and became a strong player. Yet in AlphaZero's case there was no human input, other than telling it the rules of each game. "In a matter of a few hours it was superhuman," Hassabis says proudly."

"Proponents say that it's more than just a matter of probability. The laws of physics don't seem that different from code in a program, according to some, and it's likely that with enough time, a sufficiently advanced civilization could crunch the numbers and produce a simulation that mimics the existence and behavior of every particle in our universe."

"That's interesting work suggesting that Russian troll activity was significantly more ambitious on an international scale than previously thought. It also suggests a way of spotting this kind of meddling as it is happening by looking for the kind of forensic fingerprint the team identified. Of course, finding trolls is a cat-and-mouse game. For the organizations responsible for Russian troll activity, it ought to be a straightforward matter to change the pattern of activity in a way that does not create the same signature."

"But there is another set of Facebook stories that shines even more glaring light on the company's mismatch of power and responsibility. A good place to start is Sri Lanka: one of many countries where "fake news" is not the slightly jokey notion regularly played up by Trump, but sometimes a matter of life and death."

"So, yes: the internet of things presents many new possibilities, and it would be foolish to dismiss those possibilities out of hand. But we would also be wise to approach the entire domain with scepticism, and in particular to resist the attempts of companies to gather ever more data about our lives - no matter how much ease, convenience and self-mastery we are told they are offering us."

"In a statement, the company said: "Colonial Pipeline is taking steps to understand and resolve this issue. At this time, our primary focus is the safe and efficient restoration of our service and our efforts to return to normal operation. This process is already under way, and we are working diligently to address this matter and to minimize disruption to our customers and those who rely on Colonial Pipeline."

""This is the first time such machine learning tools have been used in this context," says Fluri, "and we found that the deep artificial neural network enables us to extract more information from the data than previous approaches. We believe that this usage of machine learning in cosmology will have many future applications.""

"But the technology raises important issues of governance, justice and fairness. In recent months, the Black Lives Matter movement has taken action to address what it sees as an abuse of police power and surveillance technology. Facing reputational and financial costs, several major tech companies stopped developing facial recognition or selling it to the police. Microsoft went as far as petitioning the US Congress to legislate against it."

"But while CSV files can be any size, Microsoft Excel files can only be 1,048,576 rows long - or, in older versions which PHE may have still been using, a mere 65,536. When a CSV file longer than that is opened, the bottom rows get cut off and are no longer displayed. That means that, once the lab had performed more than a million tests, it was only a matter of time before its reports failed to be read by PHE."

"But using technology is no longer a matter of choice."

"Virtually every company and organisation now has - indeed has to have - an online presence. But many still take only rudimentary cybersecurity precautions and are sitting ducks for hackers. For most of companies, that's a matter for them and their boards of directors - it's their lookout if a ransomware attack makes them insolvent."

"The problem, he believes, is that total decentralization inevitably increases wealth inequality. He pointed me to a simulation he designed last year in which bouncing balls demonstrate the theory that "the rich actually always get richer, no matter what." "

"Waymo and Cruise are now allowed to launch paid 24/7, fully autonomous driverless car services in San Francisco, state regulators decided Thursday. Why it matters: This is the final approval in both companies' quests to launch their full-fledged services throughout San Francisco."

"Consumer faith in cybersecurity, data privacy, and responsible AI hinges on what companies do today-and establishing this digital trust just might lead to business growth. "