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"Vast sums are being spent by governments across the industrialized and developing worlds on automating poverty and in the process, turning the needs of vulnerable citizens into numbers, replacing the judgment of human caseworkers with the cold, bloodless decision-making of machines. "

Motka Manjhi had been back and forth to the ration shop four or five times, his wife said, but on each occasion he returned empty-handed. His thumbprint, needed to prove his identity, wasn't registering on the new system."

"As of this summer, though, Sift does have a file on you, which it can produce upon request. I got mine, and I found it shocking: More than 400 pages long, it contained all the messages I'd ever sent to hosts on Airbnb; years of Yelp delivery orders; a log of every time I'd opened the Coinbase app on my iPhone. Many entries included detailed information about the device I used to do these things, including my IP address at the time."

"Yet so-called smart devices inarguably depend on thousands of low-paid humans who annotate sound snippets so tech companies can upgrade their electronic ears; our faintest whispers have become one of their most valuable datasets."

"For the first time, BBC News published a news story for every constituency that declared election results overnight - all written by a computer. It was the BBC's biggest test of machine-generated journalism so far. Each of nearly 700 articles - most in English but 40 of them in Welsh - was checked by a human editor before publication."

""This is all identifiable in the smart meter data - it has literally your entire the pattern of life and behaviour through just monitoring where you live and what you do in your home." Vector and AWS say the data is anonymised and cannot be linked back to customers. Privacy advocates dispute that, because the way some customers use power in certain locations will easily identify them. For the companies, it's a tightrope: the more anonymous the data is made, the less value it has overall."

"But now Silicon Valley seems to be under a little-noticed threat. Amid Covid-19, the deep recession, and renewed antitrust pressure from Congress and regulators, the Valley faces a very different challenge - the disruption of its very essence, the serendipitous encounter. The culprit is a rush by many of the Valley's leading companies to permanently lock in the coronavirus-led shift to remote work."

"Raji says her investigation into the data has made her gravely concerned about deep-learning-based facial recognition. "It's so much more dangerous," she says. "The data requirement forces you to collect incredibly sensitive information about, at minimum, tens of thousands of people. It forces you to violate their privacy. That in itself is a basis of harm. And then we're hoarding all this information that you can't control to build something that likely will function in ways you can't even predict. That's really the nature of where we're at.""

"POLICE IN CHINA'S Liaoning province were sitting on mounds of data collected through invasive means: financial records, travel information, vehicle registrations, social media, and surveillance camera footage. To make sense of it all, they needed sophisticated analytic software. Enter American business computing giant Oracle, whose products could find relevant data in the police department's disparate feeds and merge it with information from ongoing investigations."

"an attempt to stem the tide of the coronavirus pandemic, at least 30 governments around the world have instituted temporary or indefinite efforts to single out infected individuals or maintain quarantines. Many of these efforts, in turn, undermine personal privacy."

"Researchers call these design and wording decisions "dark patterns," a term applied to UX that tries to manipulate your choices. When Instagram repeatedly nags you to "please turn on notifications," and doesn't present an option to decline? That's a dark pattern. When LinkedIn shows you part of an InMail message in your email, but forces you to visit the platform to read more? Also a dark pattern. When Facebook redirects you to "log out" when you try to deactivate or delete your account? That's a dark pattern too."

"It has been formed as a reaction to attempts by major tech platforms to clamp down on coronavirus disinformation - but the same tech outlets also help enable its reach: the Light's distribution relies on a 5,000-strong private Facebook group where volunteers offer to hand out copies and post them through their neighbours' doors."

"The firm's software uses machine learning (ML), an advanced form of artificial intelligence, to detect patterns in user behaviour that could indicate attempts to cheat. Its technology can also automatically mark multiple-choice answers and mathematics exams. In addition, it checks each exam-sitter's identity using the webcam, to ensure that no-one else is sitting the test for them. The Better Examinations program also temporarily restricts access to the internet, or certain websites and applications on each person's computer. "

"Some ideas include building mechanisms into devices or platforms that cause them to shut down automatically after two hours, or nudges that make it more difficult to keep spending money in an app. The problem is that tech companies are ruled by a profit model built on capturing more of our attention to sell to advertisers. Designing platforms so they limit the amount of time we spend on social media runs counter to this model."

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

"But those same services have also enabled the creation of what one professional factchecker calls a "perfect storm for misinformation". And with real-life interaction suppressed to counter the spread of the virus, it's easier than ever for people to fall deep down a rabbit hole of deception, where the endpoint may not simply be a decline in vaccination rates or the election of an unpleasant president, but the end of consensus reality as we know it. What happens when your basic understanding of the world is no longer the same as your neighbour's? And can Facebook stop that fate coming to us all?"