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"This week, Atlassian's . This follows the trend of more and more high-profile hacks that are waking consumers up - like , , and the that rocked the country when 40 million debit and credit card numbers stolen during the holiday shopping time that year. (See of all the hacks from 2004 - present.)"

"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."

"It's been said that software is "eating the world." More and more, critical systems that were once controlled mechanically, or by people, are coming to depend on code. This was perhaps never clearer than in the summer of 2015, when on a single day, United Airlines grounded its fleet because of a problem with its departure-management system; trading was suspended on the New York Stock Exchange after an upgrade; the front page of The Wall Street Journal's website crashed; and Seattle's 911 system went down again, this time because a different router failed. The simultaneous failure of so many software systems smelled at first of a coordinated cyberattack"

"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."

"The first thing that came into my mind when I first heard about Deep Fakes, is what would happen if we could create DeepFakes in realtime and not just for existing videos or photos? Suppose we can go online with someone else's face, would this be funny or would this push the ethical boundaries even further? I decided to see how much effort it would be to try it out."

"TikTok has been urged to take action over a flood of videos shared in Myanmar that feature men in military uniform threatening to kill anti-coup protesters, at times while brandishing weapons. Myanmar's police and army have been widely condemned for using lethal force against peaceful protesters who have held mass rallies over recent weeks calling for the return of democracy. "

"There, a Facebook-fuelled tsunami of lies had assisted an authoritarian into power. And she had seen where that had led: to opponents of the state being killed in their homes or turning up dead in ditches. As a Filipino American with a foot in both countries - she calls herself "the first of the CNN hybrids" - she was perfectly positioned to warn America about what happens when a populist president is allowed to spread out-of-control lies across a vast, unregulated tech platform. "A lie told a million times becomes a fact," she repeated again and again."

"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."

"Explained by "Anna", a desk-sitting avatar complete with an artificial voice, the video introduces TP Observer as "a risk-mitigation tool that monitors and tracks real time employee behaviour, and detects any violations to pre-set business rules". Anna explains that this means home workers will have an AI-enabled webcam added to their computers that recognises their face, tags their location and scans for "breaches" of rules at random points during a shift."

"It is the first time scientists have created sentences from brain activity linked to handwriting and paves the way for more sophisticated devices to help paralysed people communicate faster and more clearly. The man, known as T5, who is in his 60s and lost practically all movement below his neck after a spinal cord injury in 2007, was able to write 18 words a minute when connected to the system. On individual letters, his "mindwriting" was more than 94% accurate."

"But Chia's replacement for bitcoin's energy-intensive "proof of work" system, called "proof of space and time", instead requires users to devote massive amounts of hard drive space to generating and storing random numbers, with rewards doled out to those with the most space used up"

"It can be a tricky balance, especially as machines become more sophisticated. "Usually artificial intelligence systems are capable of coping better than humans because, as an example, they don't suffer from annoyance. They are infinitely patient, they don't care about wasting time," says Mauro Migliardi, associate professor at the University of Padua in Italy. He recently coauthored a paper summarizing 20 years of captcha versions and their effectiveness."

"So here's where we are: an online system has been running wild for years, generating billions in profits for its participants. We have evidence of its illegitimacy and a powerful law on the statute book that in principle could bring it under control, but which we appear unable to enforce. And the only body that has, to date, been able to exert real control over the aforementioned racket is… a giant private company that itself is subject to serious concerns about its monopolistic behaviour. And the question for today: where is democracy in all this? You only have to ask to know the answer."

"Employees worry that, should Signal fail to build policies and enforcement mechanisms to identify and remove bad actors, the fallout could bring more negative attention to encryption technologies from regulators at a time when their existence is threatened around the world. "The world needs products like Signal - but they also need Signal to be thoughtful," said Gregg Bernstein, a former user researcher who left the organization this month over his concerns. "It's not only that Signal doesn't have these policies in place. But they've been resistant to even considering what a policy might look like.""

"But could robots ever reproduce? This, undoubtedly, forms a pillar of "life" as shared by all natural organisms. A team of researchers from the UK and the Netherlands have recently demonstrated a fully automated technology to allow physical robots to repeatedly breed, evolving their artificial genetic code over time to better adapt to their environment. Arguably, this amounts to artificial evolution. Child robots are created by mixing the digital "DNA" from two parent robots on a computer."

"A study last year of 3.1 million workers in North America, Europe and the Middle East found "significant and durable increases" in both the average number of emails sent internally, and the number of recipients. By measuring the time between the first and last emails sent (or meetings attended) in a 24-hour period, the researchers concluded that, since the pandemic, the average workday had extended by 48.5 minutes."

""But this is the lead, and I think it's going to be a very, very important game changer for our country. It will be a pivotal battle in the defense of the first amendment and, in the end, I am confident that we will achieve a historic victory for American freedom and at the same time, freedom of speech." The lawsuit faces tough odds. Under a law known as Section 230, internet companies are generally allowed to moderate their content by removing posts that, for instance, are obscene or violate the services' own standards, so long as they are acting in "good faith"."

"This type of extreme racist post was frequently met with pushback from the community. Common responses included; "people should be treated as individuals not as part of a group" and "the Democrats are the ones who want to divide us up by race". Implicit or explicit gestures of antisemitism were strongly protested by evangelical Christians. Red-pill posts would rarely stay up long. In most cases, they were only intended to appear in one's Instagram feed and to vanish shortly after. The account would then resume posting popular content, wait another week and try it again. This process would continue for months, maybe a year. By posting mainstream conservative content most of the time, these extreme-right groups were able to build up an audience numbering in the range of 30,000 to 40,000, which they could then incrementally expose to radical content."

"A technology company has created an electronic badge that can monitor workers' conversations, posture and even time spent in the toilet"

""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.""