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Neal Stephenson's Most Stunning Prediction - The Atlantic - 0 views

www.theatlantic.com/...677364 Stephenson science fiction prediction ai learning
shared by Javier E on 08 Feb 24 - No Cached
  • Think about any concept that we might want to teach somebody—for instance, the Pythagorean theorem. There must be thousands of old and new explanations of the Pythagorean theorem online. The real thing we need is to understand each child’s learning style so we can immediately connect them to the one out of those thousands that is the best fit for how they learn. That to me sounds like an AI kind of project, but it’s a different kind of AI application from DALL-E or large language models.
  • Right now a lot of generative AI is free, but the technology is also very expensive to run. How do you think access to generative AI might play out?
  • Stephenson: There was a bit of early internet utopianism in the book, which was written during that era in the mid-’90s when the internet was coming online. There was a tendency to assume that when all the world’s knowledge comes online, everyone will flock to it
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  • It turns out that if you give everyone access to the Library of Congress, what they do is watch videos on TikTok
  • A chatbot is not an oracle; it’s a statistics engine that creates sentences that sound accurate. Right now my sense is that it’s like we’ve just invented transistors. We’ve got a couple of consumer products that people are starting to adopt, like the transistor radio, but we don’t yet know how the transistor will transform society
  • We’re in the transistor-radio stage of AI. I think a lot of the ferment that’s happening right now in the industry is venture capitalists putting money into business plans, and teams that are rapidly evaluating a whole lot of different things that could be done well. I’m sure that some things are going to emerge that I wouldn’t dare try to predict, because the results of the creative frenzy of millions of people is always more interesting than what a single person can think of.
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The Influencer Is a Young Teenage Girl. The Audience Is 92% Adult Men. - WSJ - 0 views

www.wsj.com/...ram-meta-safety-risks-6d27497e teenage meta exploitation pedophile girl culture
shared by Javier E on 17 Jun 24 - No Cached
  • Instagram makes it easy for strangers to find photos of children, and its algorithm is built to identify users’ interests and push similar content. Investigations by The Wall Street Journal and outside researchers have found that, upon recognizing that an account might be sexually interested in children, Instagram’s algorithm recommends child accounts for the user to follow, as well as sexual content related to both children and adults.
  • That algorithm has become the engine powering the growth of an insidious world in which young girls’ online popularity is perversely predicated on gaining large numbers of male followers. 
  • Instagram photos of young girls become a dark currency, swapped and discussed obsessively among men on encrypted messaging apps such as Telegram. The Journal reviewed dozens of conversations in which the men fetishized specific body parts and expressed pleasure in knowing that many parents of young influencers understand that hundreds, if not thousands, of pedophiles have found their children online.   
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  • One man, speaking about one of his favorite young influencers in a Telegram exchange captured by a child-safety activist, said that her mother knew “damn well” that many of her daughter’s followers were “pervy adult men.”
  • Meta looms over everything young influencers do on Instagram. It connects their accounts with strangers, and it can upend their star turns when it chooses. The company periodically shuts down accounts if it determines they have violated policies against child sexual exploitation or abuse. Some parents say their accounts have been shut down without such violations. 
  • Over the course of reporting this story, during which time the Journal inquired about the account the mom managed for her daughter, Meta shut down the account twice. The mom said she believed she hadn’t violated Meta’s policies. 
  • Meta’s guidance for content creators stresses the importance of engaging with followers to keep them and attract new ones. The hundreds of comments on any given post included some from other young fashion influencers, but also a large number of men leaving comments like “Gorgeous!” The mom generally liked or thanked them all, save for any that were expressly inappropriate. 
  • Meta spokesman Andy Stone said the company enables parents who run accounts for their children to control who is able to message them on Instagram or comment on their accounts. Meta’s guidance for creators also offers tips for building a safe online community, and the company has publicized a range of tools to help teens and parents achieve this.
  • Like many young girls, the daughter envied fashion influencers who made a living posting glamour content. When the mother agreed to help her daughter build her following and become an influencer, she set some rules. Her daughter wouldn’t be allowed to access the account or interact with anyone who sent messages. And they couldn’t post anything indicating exactly where they live. 
  • The mom stopped blocking so many users. Within a year of launching, the account had more than 100,000 followers. The daughter’s popularity earned her invitations to modeling events in big coastal cities where she met other young influencers. 
  • Social-media platforms have helped level the playing field for parents seeking an audience for their children’s talents. Instagram, in particular, is visually driven and easily navigable, which also makes it appealing for child-focused brands.
  • While Meta bans children under the age of 13 from independently opening social-media accounts, the company allows what it calls adult-run minor accounts, managed by parents. Often those accounts are pursuing influencer status, part of a burgeoning global influencer industry expected to be worth $480 billion by 2027, according to a recent Goldman Sachs report. 
  • Young influencers, reachable through direct messages, routinely solicit their followers for patronage, posting links to payment accounts and Amazon gift registries in their bios.
  • The Midwestern mom debated whether to charge for access to extra photos and videos via Instagram’s subscription feature. She said she has always rejected private offers to buy photos of her daughter, but she decided that offering subscriptions was different because it didn’t involve a one-on-one transaction.
  • The Journal asked Meta why it had at some points removed photos from the account. Weeks later, Meta disabled the account’s subscription feature, and then shut down the account without saying why. 
  • “There’s no personal connection,” she said. “You’re just finding a way to monetize from this fame that’s impersonal.”
  • The mom allowed the men to purchase subscriptions so long as they kept their distance and weren’t overtly inappropriate in messages and comments. “In hindsight, they’re probably the scariest ones of all,” she said. 
  • Stone, the Meta spokesman, said that the company will no longer allow accounts that primarily post child-focused content to offer subscriptions or receive gifts, and that the company is developing tools to enforce that.
  • he mom saw her daughter, though young, as capable of choosing to make money as an influencer and deciding when she felt uncomfortable. The mom saw her own role as providing the support needed for her daughter to do that.
  • The mom also discussed safety concerns with her now ex-husband, who has generally supported the influencer pursuit. In an interview, he characterized the untoward interest in his daughter as “the seedy underbelly” of the industry, and said he felt comfortable with her online presence so long as her mom posted appropriate content and remained vigilant about protecting her physical safety.
  • an anonymous person professing to be a child-safety activist sent her an email that contained screenshots and videos showing her daughter’s photos being traded on Telegram. Some of the users were painfully explicit about their sexual interest. Many of the photos were bikini or leotard photos from when the account first started.
  • Still, the mom realized she couldn’t stop men from trading the photos, which will likely continue to circulate even after her daughter becomes an adult. “Every little influencer with a thousand or more followers is on Telegram,” she said. “They just don’t know it.”
  • Early last year, Meta safety staffers began investigating the risks associated with adult-run accounts for children offering subscriptions, according to internal documents. The staffers reviewed a sample of subscribers to such accounts and determined that nearly all the subscribers demonstrated malicious behavior toward children.
  • The staffers found that the subscribers mostly liked or saved photos of children, child-sexualizing material and, in some cases, illicit underage-sex content. The users searched the platform using hashtags such as #sexualizegirls and #tweenmodel. 
  • The staffers found that some accounts with large numbers of followers sold additional content to subscribers who offered extra money on Instagram or other platforms, and that some engaged with subscribers in sexual discussions about their children. In every case, they concluded that the parents running those accounts knew that their subscribers were motivated by sexual gratification.
  • In the following months, the Journal began its own review of parent-run modeling accounts and found numerous instances where Meta wasn’t enforcing its own child-safety policies and community guidelines. 
  • The Journal asked Meta about several accounts that appeared to have violated platform rules in how they promoted photos of their children. The company deleted some of those accounts, as well as others, as it worked to address safety issues.
  • In 2022, Instagram started letting certain content creators offer paid-subscription services. At the time, the company allowed accounts featuring children to offer subscriptions if they were run or co-managed by parents.
  • The removal of the account made for a despondent week for the mom and daughter. The mother was incensed at Meta’s lack of explanation and the prospect that users had falsely reported inappropriate activity on the account. She was torn about what to do. When it was shut down, the account had roughly 80% male followers.
  • The account soon had more than 100,000 followers, about 92% of whom were male, according to the dashboard. Within months, Meta shut down that account as well. The company said the account had violated its policies related to child exploitation, but it didn’t specify how. 
  • Meta’s Stone said it doesn’t allow accounts it has previously shut down to resume the same activity on backup accounts. 
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Opinion | The GOP has a lock on some states, Democrats others. It's not healthy. - The ... - 0 views

www.washingtonpost.com/...democrats-one-party-state-rule one-party rule campaign politics US history culture policy
shared by Javier E on 18 Jun 24 - No Cached
  • We have watched the national polarization that divides Americans in eerily equal numbers play out in vastly uneven ways, state to state. But talk of “red” and “blue” doesn’t capture either the full extent of the imbalance, or the knock-on consequences for the formation and pursuit of sound public policy.
  • It happened pretty quickly. In the early 2000s, three-fifths of the states saw reasonable political balance between the two major parties
  • Today, “trifecta” government, meaning one-party control of the governorship and both legislative bodies, has become the norm across the 50 states. In 40 states, containing 83 percent of the American population, one party enjoys trifecta dominance, and often by overwhelming margins.
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  • The roots of this phenomenon have been well studied. They include the cultural aggression of elite institutions and the predictable reaction to it, the nationalization of issues abetted by the collapse of local media and the pernicious effects of the antisocial media.
  • The gerrymandering that once exaggerated a dominant party’s political margin is no longer much of a factor; social clustering and these other factors have often done a more effective job than the political bosses ever did. In many jurisdictions today, one would have to reverse gerrymander, mixing geographies and crossing all kinds of legal boundary lines, to produce a truly competitive electorate.
  • Our campaign messages, as they had to, mostly centered on specific, new ideas: ethics reforms, access to health insurance, property tax caps, automatic tax refunds and many more, all couched in rhetoric stressing Indianans’ commonality as people, and the need for every part of the state to participate fully in its better future. Boy, is that passé.
  • Ideas fashioned not to stroke the erogenous zones of a riled-up minority of left or right, but to speak to the broader public in pursuit of a general election victory, evoke our common interest instead of our differences and antagonisms. But such campaigns rarely make sense these days.
  • Political campaigns need not necessarily be dispiriting, narrowcasting mudfests. They can be vehicles, in fact the best possible vehicles, for floating constructive ideas to an attentive public. Ideas proposed by a successful campaign have a higher likelihood of enactment after the election
  • Once in office, to make effective change, we had to engage with our Democratic counterparts, even in the years when we achieved full but narrow legislative control.
  • In 2024, 30 states feature not only trifecta government but 2-to-1 majorities in at least one house. In that setting, both campaigns and governance look totally different than they do in genuine two-party polities.
  • This year, our next governor ran a smart race and won his victory fair and square. The problem is that neither he, nor any of his competitors, had an incentive to offer their soon-to-be employers a sense of how Indiana could move forward.
  • What voters saw instead, besides attacks on each other, were political advertisements centered on “standing up to China,” taking on foreign drug cartels and closing the Mexican border. It became difficult to tell whether these folks were running for secretary of state or secretary of homeland security.
  • Wise policy and good government can and do emerge in lopsided states. But competition, always and everywhere, fosters innovation. In politics, it also compels a sensitivity and an outreach to the widest possible audiences.
  • The contours of the current system don’t conduce to those outcomes; until that changes, we have to hope for candidates who, elected by 5 percent of the state, somehow come to consider their duty of service to all the rest.
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Abortion Rights Debate Shifts to Pregnancy and Fertility as Election Nears - The New Yo... - 0 views

www.nytimes.com/...ortion-roe-wade-pregnancy.html abortion rights debate pregnancy fertility
shared by Javier E on 25 Jun 24 - No Cached
  • The public conversation about abortion has grown into one about the complexities of pregnancy and reproduction, as the consequences of bans have played out in the news. The question is no longer just whether you can get an abortion, but also, Can you get one if pregnancy complications put you in septic shock? Can you find an obstetrician when so many are leaving states with bans? If you miscarry, will the hospital send you home to bleed? Can you and your partner do in vitro fertilization?
  • That shift helps explain why a record percentage of Americans are now declaring themselves single-issue voters on abortion rights — especially among Black voters, Democrats, women and those ages 18 to 29. Republican women are increasingly saying their party’s opposition to abortion is too extreme, and Democrats are running on the issue after years of running away from it.
  • Tresa Undem, who has been polling people on abortion for 25 years, estimated that before the Supreme Court’s ruling in Dobbs v. Jackson Women’s Health Organization, the case that overturned Roe, less than 15 percent of the public considered abortion personally relevant — women who could get pregnant and would choose an abortion.
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  • “People used to talk about politicians trying to control our bodies,” she said. “Now it’s, they have no business getting involved in these medical decisions, these politicians don’t have medical expertise, they’re making these laws, and they’re not basing it on health care or science.”
  • Seventy-three percent of independents who support abortion rights said stories about women almost dying because of bans would affect how they vote.
  • “Now it’s about pregnancy, and everybody knows someone who had a baby or wants to have a baby or might get pregnant,” she said. “It’s profoundly personal to a majority of the public.”
  • Anti-abortion groups have responded by trying to carve out a difference between “elective abortion” for unwanted pregnancies — which they want banned — and “maternal fetal separation” in medical emergencies. (The medical procedure is the same.)
  • Opponents have long stigmatized abortion as something irresponsible women use as birth control or because they care more about their careers than having children. “When the focus shifts to the dangers that abortion bans inflict on pregnant people,” said Reva Siegel, a constitutional law professor at Yale who has written extensively about the country’s abortion conflict, “it’s easier for Americans to talk about.”
  • Technology and criminal law have flipped the script, she said.
  • Before Roe legalized abortion nationally in 1973, the law allowed more leeway for what were considered “therapeutic abortions.” Doctors, often solo practitioners, could use their good faith judgment to provide them. Even the Southern Baptist Convention supported abortions in cases of fetal deformity or when a woman’s physical or mental health was at risk.
  • Now, the threat of prosecution, $100,000 fines and loss of their medical licenses have chilled doctors and hospital systems in treating women with pregnancy complications. More often than not in some states, lawyers are making the decisions.
  • In Georgia, she said, more people opposed the state’s ban on abortion after six weeks of pregnancy once they were told that this meant two weeks after the average woman misses her period — not, as her own partner believed, six weeks after conception. Some voters, she said, believed that six weeks meant six weeks after women found out they were pregnant.
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The Bottomless College Parent Trap - WSJ - 0 views

www.wsj.com/...trap-higher-education-ce6d7b86 college sports culture
shared by Javier E on 30 May 24 - No Cached
  • Payments to thousands of former and current athletes will approach $2.8 billion, minus the trial lawyers’ cut of the class-action suits. This follows the NCAA’s decision to let college athletes benefit financially from their names, images and likenesses
  • Most legal analysis of the settlement concludes that the days of the “amateur” college athlete are over. In the future, the men and women on Division I teams and others likely will be regarded as professionals who will be paid to play by universities through revenue-sharing agreements up to $20 million a year per school.
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Elon Musk's Latest Dust-Up: What Does 'Science' Even Mean? - WSJ - 0 views

www.wsj.com/...artup-meta-yann-lecun-a35e48f2 science progress scientific method musk
shared by Javier E on 03 Jun 24 - No Cached
  • Elon Musk is racing to a sci-fi future while the AI chief at Meta Platforms is arguing for one rooted in the traditional scientific approach.
  • Meta’s top AI scientist, Yann LeCun, criticized the rival company and Musk himself. 
  • Musk turned to a favorite rebuttal—a veiled suggestion that the executive, who is also a high-profile professor, wasn’t accomplishing much: “What ‘science’ have you done in the past 5 years?”
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  • “Over 80 technical papers published since January 2022,” LeCun responded. “What about you?”
  • To which Musk posted: “That’s nothing, you’re going soft. Try harder!
  • At stake are the hearts and minds of AI experts—academic and otherwise—needed to usher in the technology
  • “Join xAI,” LeCun wrote, “if you can stand a boss who:– claims that what you are working on will be solved next year (no pressure).– claims that what you are working on will kill everyone and must be stopped or paused (yay, vacation for 6 months!).– claims to want a ‘maximally rigorous pursuit of the truth’ but spews crazy-ass conspiracy theories on his own social platform.”
  • Some read Musk’s “science” dig as dismissing the role research has played for a generation of AI experts. For years, the Metas and Googles of the world have hired the top minds in AI from universities, indulging their desires to keep a foot in both worlds by allowing them to release their research publicly, while also trying to deploy products. 
  • For an academic such as LeCun, published research, whether peer-reviewed or not, allowed ideas to flourish and reputations to be built, which in turn helped build stars in the system.
  • LeCun has been at Meta since 2013 while serving as an NYU professor since 2003. His tweets suggest he subscribes to the philosophy that one’s work needs to be published—put through the rigors of being shown to be correct and reproducible—to really be considered science. 
  • “If you do research and don’t publish, it’s not Science,” he posted in a lengthy tweet Tuesday rebutting Musk. “If you never published your research but somehow developed it into a product, you might die rich,” he concluded. “But you’ll still be a bit bitter and largely forgotten.” 
  • After pushback, he later clarified in another post: “What I *AM* saying is that science progresses through the collision of ideas, verification, analysis, reproduction, and improvements. If you don’t publish your research *in some way* your research will likely have no impact.”
  • The spat inspired debate throughout the scientific community. “What is science?” Nature, a scientific journal, asked in a headline about the dust-up.
  • Others, such as Palmer Luckey, a former Facebook executive and founder of Anduril Industries, a defense startup, took issue with LeCun’s definition of science. “The extreme arrogance and elitism is what people have a problem with,” he tweeted.
  • For Musk, who prides himself on his physics-based viewpoint and likes to tout how he once aspired to work at a particle accelerator in pursuit of the universe’s big questions, LeCun’s definition of science might sound too ivory-tower. 
  • Musk has blamed universities for helping promote what he sees as overly liberal thinking and other symptoms of what he calls the Woke Mind Virus. 
  • Over the years, an appeal of working for Musk has been the impression that his companies move quickly, filled with engineers attracted to tackling hard problems and seeing their ideas put into practice.
  • “I’ve teamed up with Elon to see if we can actually apply these new technologies to really make a dent in our understanding of the universe,” Igor Babuschkin, an AI expert who worked at OpenAI and Google’s DeepMind, said last year as part of announcing xAI’s mission. 
  • The creation of xAI quickly sent ripples through the AI labor market, with one rival complaining it was hard to compete for potential candidates attracted to Musk and his reputation for creating value
  • that was before xAI’s latest round raised billions of dollars, putting its valuation at $24 billion, kicking off a new recruiting drive. 
  • It was already a seller’s market for AI talent, with estimates that there might be only a couple hundred people out there qualified to deal with certain pressing challenges in the industry and that top candidates can easily earn compensation packages worth $1 million or more
  • Since the launch, Musk has been quick to criticize competitors for what he perceived as liberal biases in rival AI chatbots. His pitch of xAI being the anti-woke bastion seems to have worked to attract some like-minded engineers.
  • As for Musk’s final response to LeCun’s defense of research, he posted a meme featuring Pepé Le Pew that read: “my honest reaction.”
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