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"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."

"The results may seem similar to what you'd get if you'd searched WebMD, Mayo Clinic, etc. The difference is that Dr. A.I. pulls in many more data points than those sites do, then combines artificial intelligence with a massive database to pinpoint the most likely results in your specific case. It doesn't just find all possible ailments and list them for you to explore further on your own."

"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."

"Researchers from MIT and Google recently showed off a machine learning algorithm capable of automatically retouching photos just like a professional photographer. Snap a photo and the neural network identifies exactly how to make it look better-increase contrast a smidge, tone down brightness, whatever-and apply the changes in less than 20 milliseconds."

"Google, Uber, Tesla and the major truck manufacturers are looking to a future in which people like Baxter will be replaced - or at the very least downgraded to co-pilots - by automated vehicles that will save billions but will cost millions of jobs. It will be one of the biggest changes to the jobs market since the invention of the automated loom - challenging the livelihoods of millions across the world."

"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."

"Brain scans, however, are quite telling, especially when analyzed with an algorithm, Brent and his colleagues discovered. "We're trying to figure out what's going on in somebody's brain when they're thinking about suicide," says Brent.  These scans, taken using fMRI, or functional magnetic resonance imaging, show that strong words such as 'death,' 'trouble,' 'carefree,' and 'praise,' trigger different patterns of brain activity in people who are suicidal, compared with people who are not. That means that people at risk of suicide think about those concepts differently than everyone else-evidenced by the levels and patterns of brain activity, or neural signatures."

"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."

"Robots will begin replacing teachers in the classroom within the next 10 years as part of a revolution in one-to-one learning, a leading educationist has predicted. Sir Anthony Seldon, vice-chancellor of the University of Buckingham, said intelligent machines that adapt to suit the learning styles of individual children would soon render traditional academic teaching all but redundant."

"But the answer to how he was chosen is actually an algorithm, a computer program that crunched through reams of data, looking at how much each passenger had paid for their ticket, what time they checked in, how often they flew on United, and whether they were part of a rewards program. The algorithm likely determined that Dr. Dao was one of the least valuable customers on the flight at the time."

"Computers once performed facial recognition rather imprecisely, by identifying people's facial features and measuring the distances among them - a crude method that did not reliably result in matches. But recently, the technology has improved significantly, because of advances in artificial intelligence. A.I. software can analyze countless photos of people's faces and learn to make impressive predictions about which images are of the same person; the more faces it inspects, the better it gets. Clearview is deploying this approach using billions of photos from the public internet. By testing legal and ethical limits around the collection and use of those images, it has become the front-runner in the field. "

"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."

"In a paper titled "Towards Causal Representation Learning," researchers at the Max Planck Institute for Intelligent Systems, the Montreal Institute for Learning Algorithms (Mila), and Google Research discuss the challenges arising from the lack of causal representations in machine learning models and provide directions for creating artificial intelligence systems that can learn causal representations."

"Today we fear a different technological threat, one that centers not on machines but other humans. We see ourselves as imperiled by the terrifying social influence unleashed by the Internet in general and social media in particular. We hear warnings that nothing less than our collective ability to perceive reality is at stake, and that if we do not take corrective action we will lose our freedoms and way of life."

"Machines, it would seem, are about to get an awful lot chattier. And we've got our work cut out for us to make sure the conversation's meaningful."

"GPT-3 medical chatbot tells suicidal test patient to kill themselves"

""I consider 'bias' a euphemism," says Brandeis Marshall, PhD, data scientist and CEO of DataedX, an edtech and data science firm. "The words that are used are varied: There's fairness, there's responsibility, there's algorithmic bias, there's a number of terms… but really, it's dancing around the real topic… A dataset is inherently entrenched in systemic racism and sexism.""

Chatbot...

"So when I discovered the pocket of Instagram where you can find out what it thinks you're interested in (on the app, you'll find it under Settings> Security> Access data > Ads), I obviously felt it my duty as a netizen to see what dark insights it had into my private soul. Here goes: jewellery; luxury goods; electronic music; love; emotions; fashion design; crafts. I mean: no offence, Kraftwerk (and loved ones) but I could not name eight things I am less interested in. Maybe oxbow lakes."