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""We'd have to show them 100,000 penny-farthings and tell them it's a bike," Giannandrea says. Then-looking on the bright side-he adds that "once they'd seen 100,000, they'd probably be better at identifying them than humans are.""

"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."

"This type of approach can speed up learning times and improve the efficiency of algorithms, says Max Jaderberg at Google's AI company DeepMind. The company used a similar technique last year to teach an AI to explore a virtual maze. Its algorithm learned much more quickly than conventional reinforcement learning approaches. "Our agent is far quicker and requires a lot less experience from the world to train, making it much more data efficient," he says."

"If we assume that these developments continue, and with them our interest in creating simulations of the world, then at some point in the future - 1,000 years, 100,000 years - it's reasonable to assume that the difference between reality and simulation will become indistinguishable. At which point it will mean we will have created simulated beings with their own consciousness. Advertisement But if that is the inevitable outcome of continued technological advancement, unless nuclear war or some other catastrophe intervenes, then it's quite possible - some would say an overwhelming certainty - that it's already happened, and we are the ancestor simulations created by an advanced post-human civilisation."

"Chinese delivery firm is moving to embrace automation.Chinese delivery firm is moving to embrace automation. Orange robots at the company's sorting stations are able to identify the destination of a package through a code-scan, virtually eliminating sorting mistakes. Shentong's army of robots can sort up to 200,000 packages a day, and are self-charging, meaning they are operational 24/7."

"Luddism refuses to die because each innovation creates a pool of people who feel economically or culturally dispossessed. The greater the leap forward, the wider the chasm of obsolescence. And the scale of the digital revolution defies hyperbole. No area of human activity is undisrupted. "

"Maybe so, but guess what? You're next. When automation starts displacing lawyers, accountants and bankers, then we might see some push-back about the social costs of technology. So long as it's only truckers and factory workers getting sacked, well, there's always Walmart, McDonald's, or food stamps."

"The world's spookiest philosopher is Nick Bostrom, a thin, soft-spoken Swede. Of all the people worried about runaway artificial intelligence, and Killer Robots, and the possibility of a technological doomsday, Bostrom conjures the most extreme scenarios. In his mind, human extinction could be just the beginning."

"He sits down at a computer keyboard, fires up his monitor, and begins typing. After a few lines of text, he pushes the keyboard away, exposing the white surface of a conference table in the midtown Manhattan headquarters of his startup. He resumes typing. Only this time he is typing on…nothing. Just the flat tabletop. Yet the result is the same: The words he taps out appear on the monitor."

"Chamath Palihapitiya, who was vice-president for user growth at Facebook before he left the company in 2011, said: "The short-term, dopamine-driven feedback loops that we have created are destroying how society works. No civil discourse, no cooperation, misinformation, mistruth.""

"Then the other difference is there's been some new research out about the effect that automation has been having in the economy. And it's shown that while for much of the 20th century, automation was creating new jobs faster than it was destroying old jobs, for the last few decades, the opposite has been true: Old jobs have been disappearing faster than new jobs have been created."

"At the same time, the internet is constantly disappearing. It's a world of broken links and missing files-often because the people in charge cast things off on a whim. In 2019, MySpace lost 50 million music files and apologized for "the inconvenience." Around the same time, Flickr started deleting photos at random. Even though many of Vine's most unnerving or charming or "iconic" six-second videos have been preserved, its community was shattered when the platform was shut down. It doesn't help that the internet has no attention span and no loyalty: What isn't erased or deleted can still be quickly forgotten, buried under a pile of new platforms, new subcultures, and new joke formats. The feed refreshes, and so does the entire topography of the web."

"But a newsroom rebellion ended her tenure before it began. A group of employees wrote a letter protesting against her appointment because of several tweets she had written ten years earlier, when she was herself a teen. In them Ms McCammond reported Googling how to avoid waking up with "swollen, Asian eyes". She complained about the lack of an explanation for a poor mark in chemistry: "thanks a lot stupid Asian T.A. [teaching assistant]". She had apologised for these comments in the past, but a killing in Georgia on March 16th, in which six of the eight victims were Asian women, made them look even worse. Two days later Ms McCammond took to Twitter again-to say that she had agreed to renounce the Teen Vogue job."

"They are subjects in an experiment that will show how the technology changes the way we form our identities, represent ourselves, and relate to others."

"Described on its about page as "a constantly evolving database of HD screenshots," with a claim of 50,000 provided daily, Flim uses artificial intelligence to perform color analysis and detect "objects, clothes, characters, etc.""

" "The longer one spends on email in [a given] hour the higher is one's stress for that hour," the authors noted. In another study, researchers placed thermal cameras below each subject's computer monitor, allowing them to measure the tell-tale "heat blooms" on a person's face that indicate psychological distress. "

"Learning from rewards seems like the simplest thing. I make coffee, I sip coffee, I'm happy. My brain registers "brewing coffee" as an action that leads to a reward. That's the guiding insight behind deep reinforcement learning, a family of algorithms that famously smashed most of Atari's gaming catalog and triumphed over humans in strategy games like Go. Here, an AI "agent" explores the game, trying out different actions and registering ones that let it win."

"The robot was named Ai-Da after the 19th century mathematician Ada Lovelace. According to its creators, it is capable of drawing real people using its camera eye and a pencil in hand."

"The software is made by BlackBag Technologies, an American company that was bought last year by Cellebrite of Israel. Both companies also make other sophisticated tools to infiltrate locked or encrypted devices and suck out their data, including location-tracking information."