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"But that was not before the falsely accused man had his name and image widely shared. The alert sent by Citizen contained a photo and was seen by more than 861,000 people. It read: "Citizen is offering a $30,000 reward to anyone who provides information that leads to the arrest of the arson suspect." Citizen told the Guardian in a statement it offered the cash reward "without formal coordination with the appropriate agencies". "Once we realized this error, we immediately retracted the photo and reward offer," it said. "We are actively working to improve our internal processes to ensure this does not occur again. This was a mistake we are taking very seriously.""

"What if this isn't just a one-off case of a popular professor dying. With so many classes online, why wouldn't universities just lay off any professor with a body of recorded lectures? We already know that tenure is harder to achieve every year, and schools are relying more and more on adjunct professors who teach a couple of classes on yearly contracts with no benefits. This scheme could save schools even more money! Of course, tuition will remain the same. One prof in the Twitter thread saw this possibility already."

""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.""

"This is the biggest concern. I can't overstate how big of a problem this is. I'd be the first that wishes I could wave a magic wand and have an easy solution where all of this could be solved. A teacher I know says there's just 5 percent or 10 percent of her kids in Mountain View, Calif., who are just checked out. She can't get them to show up. She can even see that their language has degraded because they haven't spent as much time with adults or peers in an academic setting."

"One point I found heartening in preparing this data was this quote from one of our data scientists. Following the announcement of a winner, 'Americans applying heart reactions on political content were off the charts, while angry reactions were closer to baseline.' It's possible to have a spike in positivity without having a corresponding spike in negativity. There has been a lot of interest in Facebook's impact on civic discourse and reasonable requests for us to share more data so it can be studied more fully. Obviously, this post is not meant to be a perfect analysis."

"This is because emojis - as many unfortunates have discovered (often gen X parents, but that I, a millennial in her early 30s, am increasingly, devastatingly, discovering) - do not always have clearcut meanings. This is true of all language of course - and emojis are a type of language, despite what the likes of John Humphrys et al have sneered in the past. A thumbs-up emoji, to take the example from the Canadian case, can, just as in offline life, be used sarcastically. (This was noted in the court ruling.) In some regions such as in the Middle East a thumbs-up can be offensive."

"This is partially why online anonymity is so important - it gives people the grace of exploration and inquiry. It allows people to make choices, change their minds, learn, and grow. TikTok doesn't make room for this kind of internet exploration; it makes it impossible to have curiosity without consequence. TikTok isn't alone in using engagement and recommender algorithms to curate personalised content feeds, but it does take it to the extreme. This is profitable both because it keeps people scrolling and because there's very little difference between being able to personalise content and personalise ads."

"This takes us to Kerala in south India, home to about 34 million people. There, the communist-led state government is launching something called the Kerala Fibre Optical Network (KFON) - and it's a major milestone. (It is worth noting the irony that the communist government, which has a history of opposing the introduction of computers, is now at the forefront of this digital initiative.) In 2016, the state recognised the internet as a basic citizen's right, joining other polities like Finland, Costa Rica and France. Next on the agenda: making this new right mean something. Despite facing various setbacks - such as the pandemic and a corruption allegation that led to the arrest of the senior bureaucrat who was previously in charge of KFON (he denies the allegation) - the project has finally been launched. It's a fibre-optic broadband network project, aiming to provide affordable and reliable internet connectivity to every household, government institution and business entity in the state."

"This article discusses the legal implications of a novel phenomenon, namely, digital reincarnations of deceased persons, sometimes known as post-mortem avatars, deepfakes, replicas, holographs, or chatbots. To elide these multiple names, we use the term 'ghostbots'. The piece is an early attempt to discuss the potential social and individual harms, roughly grouped around notions of privacy (including post-mortem privacy), property, personal data and reputation, arising from ghostbots, how they are regulated and whether they need to be adequately regulated further. For reasons of space and focus, the article does not deal with copyright implications, fraud, consumer protection, tort, product liability, and pornography laws, including the non-consensual use of intimate images ('revenge porn'). This paper focuses on law, although we fully acknowledge and refer to the role of philosophy and ethics in this domain."

"Sam Smith, of the health data privacy group MedConfidential, said: "This is an utterly appalling case. It's an individual problem that the doctor did this. But it's a systemic problem that they could do it, and that flaws in the way the NHS's data management systems work meant that any doctor can do something like this to any patient."

"As Redditor actual_hacker said in a thread, the big point of this article: "The US has built a SIM-card kill list. They're shooting missiles at cell phones without caring about who is holding the phone. That is why so many innocent people keep getting killed. That is what this story is about. The next time someone says "it's just metadata," remember this story. Innocent people die because of NSA's use of metadata: the story cites 14 women and 21 children killed in just one operation. All because of metadata.""

"Has the introduction of social media in the past 10-15 years caused the increase in prevalence of mental health problems in teens? At this point, most of what I'm reading and hearing is a resounding yes (especially for girls). I don't necessarily disagree with this. Just to level set: I think there is a very good chance (my current number is probably around 75%) that social media has contributed to the teen mental health crisis. At the same time, I think large-scale mental health crises are complex phenomena, that there are likely multiple causes, and that we need to make sure we're approaching the data with the scrutiny it deserves. It's this nuance that, I think, has been missing from the conversation."

"In a follow-up article published this week titled "No, a Remote Amazon Tribe Did Not Get Addicted to Porn," Nicas wrote that the aggregations of his article showed in part that the internet truly is a dark place, in part because of the way the story spread: "The Marubo people are not addicted to pornography. There was no hint of this in the forest, and there was no suggestion of it in The New York Times's article." In this article, Nicas blames the people who aggregated him for sensationalizing his article. That may be true, but Nicas's article is also sensationalist.  While the article does explore the history of Marubo people getting access to motor boats and radios and notes "(Some Marubo already had phones, often bought with government welfare checks, to take photographs and communicate when in a city)," it does not explain that many Marubo people have been using the internet for quite some time, and implies that the problems they are now grappling with are things that the Marubo people hadn't thought about before."

"Let's return to my favorite analogy for thinking about issues surrounding youth and social media: cars. Cars can be incredibly dangerous! There's a reason we don't let kids drive them until a certain age, and even then, put all sorts of safety measures in place. Now, let's imagine every time you got into a car, you got a warning saying "This car might crash and kill you." This would certainly raise your awareness that cars are dangerous. It would scare you. But would it change your behavior? Now, let's say you added an "action" to the end: "This car might crash and kill you…but putting on your seatbelt right now will reduce the risk of death by 500%."   It's long been known that fear-based public health messaging cannot simply describe a threat-it also needs to recommend an action to be effective. First you learn what could go wrong, then you learn what to do to avoid it.  So, will warning parents that social media use "is associated with significant mental health harms for adolescents" actually change their behavior? Will it lead to them more effectively limiting, monitoring, and/or managing their kids' social media use? "

"The researchers found that the cost of the computational power required to train the models is doubling every nine months. This is a prodigious rate of growth-at this rate, the cost of the hardware and electricity needed to build cutting-edge AI systems alone would be in the billions by later this decade, without accounting for other costs such as employee compensation."

"The announcement that Meta would be changing their approach to political content and discussions of gender is concerning, though it is unclear exactly what those changes are. Given that many product changes regarding those content areas were used in high-risk settings, a change intended to allay US free speech concerns could lead to violence incitement elsewhere. For example, per this post from Meta, reducing "content that has been shared by a chain of two or more people" was a content-neutral product change done to protect people in Ethiopia, where algorithms have been implicated in the spread of ethnic violence. A similar change - removing optimizations for reshared content - was discussed in this post concerning reductions in political content. Will those changes be undone? Globally? Such changes could also lead to increased amplification of attention getting discussions of gender. Per this report from Equimundo and Futures Without Violence, 40% of young men trust at least one "manosphere" influencer - who often exploit algorithmic incentives by posting increasingly extreme, attention-getting mixes of ideas about self-improvement, aggression, and traditional gender roles."

"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."

"There has grown up in the minds of certain groups in this country the notion that because a man or corporation has made a profit out of the public for a number of years, the government and the courts are charged with the duty of guaranteeing such profit in the future, even in the face of changing circumstances and contrary to public interest. This strange doctrine is not supported by statute or common law. Neither individuals nor corporations have any right to come into court and ask that the clock of history be stopped, or turned back.""

"Some of the same social media analyses that have helped Google and the Centers for Disease Control and Prevention spot warning signs of a flu outbreak could be used to detect the rumblings of violent conflict before it begins, scholars said in a paper released this week. Kenyan officials used essentially this system to track hate speech on Facebook, blogs and Twitter in advance of that nation's 2013 presidential election, which brought Uhuru Kenyatta to power."

""Not just here in this country, or in the United States, but virtually every adult human in the world has a cellphone, and they're all putting out data about where they are, what their preferences are, who they talk to and that data will run the world. That's why I call it the decade of data. "This is the beginning of it, not the end of it, we're just at the start," Pentland added. "