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AFP: Beijing officials trained in social media: report - 2 views

  • Chinese web users frequently refer to the "50 cent army", rumoured to be a group of freelance propagandists who post pro-Communist Party entries on blogs and websites, posing as ordinary members of the public.
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Near Future Laboratory » Blog Archive » I Quote: …. - 0 views

  • Warren
    • Ed Webb
       
      Warren Ellis, author of Transmetropolitan (also check out his Freakangels - Google will get you there, or warrenellis.com)
  • The Caryatids
    • Ed Webb
       
      Bruce Sterling's most recently published novel, quite dystopian.
  • Neuromancer
    • Ed Webb
       
      William Gibson's first published novel, mostly reckoned to be the first cyberpunk novel, although that's not undisputed, and there were short stories before that, some of which we've read.
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  • ((via @russelldavies from his post here.))
    • Ed Webb
       
      Russell Davies is the main force behind the recent revival of Doctor Who, as well as its spin-off Torchwood.
  • Advertising is probably the worst kind of SciFi in this regard. No integrity. No expectations that what is being presented has any relationship to possibility. Maybe SciFi as it was has switched places with advertising: Warren Ellis says SciFi does extrapolation. Advertising-as-SciFi does..what? Dishonest predicting?
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British Art Robots | Beyond The Beyond - 0 views

  •  
    If only for his love of robots, Bruce's blog is a must-read.
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Stephen Downes: A World to Change - 0 views

  • we need, first, to take charge of our own learning, and next, help others take charge of their own learning. We need to move beyond the idea that an education is something that is provided for us, and toward the idea that an education is something that we create for ourselves. It is time, in other words, that we change out attitude toward learning and the educational system in general. That is not to advocate throwing learners off the bus to fend for themselves. It is hard to be self-reliant, to take charge of one's own learning, and people shouldn't have to do it alone. It is instead to articulate a way we as a society approach education and learning, beginning with an attitude, though the development of supports and a system, through to the techniques and technologies that support that.
  •  
    For those interested in blogging further about education, more food for thought
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A program designed to reduce energy consumption persuaded some Republicans to consume m... - 0 views

  • UCLA economists Dora Costa and Matthew Kahn analyzed the impact of an energy-conservation program in California that informed households about how their energy use compared with that of their neighbors. While the program succeeded in encouraging Democrats and environmentalists to lower their consumption, Republicans had the opposite reaction. When told of their relative thrift, they started cranking up the thermostat and leaving the lights on more often.
  • Why would some energy-conscious Republicans all of a sudden become power hogs? One explanation is that many conservatives don't believe that burning energy harms the planet, so when they learn that they're better than average, they become less vigilant about turning the lights off. That is, they're simply moving closer to what they now know is the norm (what psychologists call the boomerang effect). Costa and Kahn also look for guidance from the patron saint of right-wing fundamentalists, Rush Limbaugh, who encouraged his listeners to turn on all their lights during Earth Hour. Costa and Kahn suggest that ardently right-wing electricity customers might respond to paternalistic nudges by burning more energy, just to thumb their noses at Big Brother.
  • That some groups respond in unexpected ways to well-meaning nudges is a lesson that the architects of "behaviorally informed" policy and regulation should keep in mind in drafting their messages. Costa and Kahn's findings suggest that you shouldn't try to prod Republicans into conserving energy through this type of social pressure. But perhaps there is a nudge that would resonate with Opower's conservative customers—maybe one that stresses savings over environmentalism. Future messages could be tailored to the market—what works in San Francisco might backfire in San Diego—or even to individual households based on their political leanings, ties to environmental organizations, or enrollment in renewable-energy programs. But this starts to sound an awful lot like fine-tuned social engineering
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New Mexico's Sad Bet on Space Exploration - The Atlantic - 0 views

  • New Mexico spaceport is only the latest entry in a triumphant time line of military and aerospace innovation in this southwestern state. Our video narrator speeds through Spanish colonialism and westward expansion to highlight the Manhattan Project’s work in Los Alamos, to the north, and Operation Paperclip, a secret program that recruited German scientists to the United States after World War II. Among them was Wernher von Braun, who brought his V-2 rockets to the state.White Sands Missile Range, a 3,200-square-mile military-testing site in South Central New Mexico’s Tularosa Basin, hosted much of this work. It’s home to the Trinity Site, where the first atomic bomb was detonated, and von Braun’s rocket testing site, too. Spaceport America is positioned adjacent to the Army property, in a tightly protected airspace. That makes rocket-ship testing a lot easier.
  • “It feels exciting, it’s like the future is now,”
  • For now, the spaceport is a futurist tourist attraction, not an operational harbor to the cosmos. The tour buses depart from a former T or C community center twice a day every Saturday. They pass thrift stores, RV parks, and bland but durable-looking structures, defiant underdogs against the mountains. We pass the Elephant Butte Dam, a stunning example of early-20th-century Bureau of Reclamation engineering that made it possible for agriculture to thrive in southern New Mexico; even so, a fellow spaceport tourist notes that the water levels seem far lower than what he recalls from childhood
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  • The complex and its buildings vaguely recall a Southwest landmark frequently mistaken for the city of the future: Arcosanti, the architect Paolo Soleri’s 1970 “urban laboratory” nestled in the mountains north of Phoenix. It’s oddly fitting: Soleri imagined a sustainable desert utopia, as well as speculative space “arcologies”—self-sustaining architectural ecologies, delicately rendered as hypothetical asteroid-belt cities or prototype ships
  • The only spacecraft we see on the tour is a model of Virgin Galactic’s SpaceShipTwo, glimpsed from a distance in an otherwise empty hangar. Even the spacecraft isn’t real.
  • the name Spaceport America suggests theatrics. There are several commercial spaceports throughout the United States, some of which sport more activity and tenants. Most of Virgin Galactic’s testing has happened at the Mojave Air and Space Port; Virginia’s Mid-Atlantic Regional Spaceport recently signed on the SpaceX competitor Vector as a customer.Others, like Oklahoma’s Air and Space Port, seem to be even more like ghost towns than this one. But New Mexico’s gambit suggests we are at the spaceport of the nation. It doesn’t feel like the frontier of private space travel so much as a movie set.
  • Many promises for technologies of future urbanism start as desert prototypes
  • New Mexico examples tend to include slightly more dystopian rehearsals: Much of the state’s existing science and defense industries emerged from bringing Manhattan Project scientists to what, at the time, was the middle of nowhere to test nuclear weapons—essentially, to practice ending the world.
  • most of my fellow tourists take the premise of ubiquitous space travel to colonies on Mars as a fait accompli. I’m not sure why people in a desert would fantasize about going somewhere even harder to inhabit
  • Humanity dreams of going to space for many of the same reasons some people went to the desert: because it is there, because they hope to get rich extracting natural resources they find there, and because they suspect mysterious, new terrains can’t be any worse than the irredeemable wreckage of the landscape they’re leaving behind
  • believing in the inevitability of Mars colonies is maybe no less idealistic than believing in the Southwest itself
  • The romance and promise of the American West was built, in part, on federal land grants to private corporations that promised to bring boomtowns to places previously otherwise deemed uninhabitable wastelands. Cities rose and fell with the rerouting of railroads
  • To manifest destiny’s proponents, to doubt the inevitability of technological and social progress via the railroad was tantamount to doubting the will of God. Today, questioning the value of (mostly) privately funded space development likewise feels like doubting human progress
  • I wonder if the future always feels like rehearsal until it arrives, or if it is always rehearsal, only seeming like it has arrived when the run-through loses its novelty. Maybe all of the impatient skeptics will be proven wrong this year, and the future will finally arrive at Spaceport America. Here in the desert, a better future always seems to be right around the corner
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Could fully automated luxury communism ever work? - 0 views

  • Having achieved a seamless, pervasive commodification of online sociality, Big Tech companies have turned their attention to infrastructure. Attempts by Google, Amazon and Facebook to achieve market leadership, in everything from AI to space exploration, risk a future defined by the battle for corporate monopoly.
  • The technologies are coming. They’re already here in certain instances. It’s the politics that surrounds them. We have alternatives: we can have public ownership of data in the citizen’s interest or it could be used as it is in China where you have a synthesis of corporate and state power
  • the two alternatives that big data allows is an all-consuming surveillance state where you have a deep synthesis of capitalism with authoritarian control, or a reinvigorated welfare state where more and more things are available to everyone for free or very low cost
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  • we can’t begin those discussions until we say, as a society, we want to at least try subordinating these potentials to the democratic project, rather than allow capitalism to do what it wants
  • I say in FALC that this isn’t a blueprint for utopia. All I’m saying is that there is a possibility for the end of scarcity, the end of work, a coming together of leisure and labour, physical and mental work. What do we want to do with it? It’s perfectly possible something different could emerge where you have this aggressive form of social value.
  • I think the thing that’s been beaten out of everyone since 2010 is one of the prevailing tenets of neoliberalism: work hard, you can be whatever you want to be, that you’ll get a job, be well paid and enjoy yourself.  In 2010, that disappeared overnight, the rules of the game changed. For the status quo to continue to administer itself,  it had to change common sense. You see this with Jordan Peterson; he’s saying you have to know your place and that’s what will make you happy. To me that’s the only future for conservative thought, how else do you mediate the inequality and unhappiness?
  • I don’t think we can rapidly decarbonise our economies without working people understanding that it’s in their self-interest. A green economy means better quality of life. It means more work. Luxury populism feeds not only into the green transition, but the rollout of Universal Basic Services and even further.
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Sad by design | Eurozine - 0 views

  • ‘technological sadness’ – the default mental state of the online billions
  • If only my phone could gently weep. McLuhan’s ‘extensions of man’ has imploded right into the exhausted self.
  • Social reality is a corporate hybrid between handheld media and the psychic structure of the user. It’s a distributed form of social ranking that can no longer be reduced to the interests of state and corporate platforms. As online subjects, we too are implicit, far too deeply involved
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  • Google and Facebook know how to utilize negative emotions, leading to the new system-wide goal: find personalized ways to make you feel bad
  • in Adam Greenfield’s Radical Technologies, where he notices that ‘it seems strange to assert that anything as broad as a class of technologies might have an emotional tenor, but the internet of things does. That tenor is sadness… a melancholy that rolls off it in waves and sheets. The entire pretext on which it depends is a milieu of continuously shattered attention, of overloaded awareness, and of gaps between people just barely annealed with sensors, APIs and scripts.’ It is a life ‘savaged by bullshit jobs, over-cranked schedules and long commutes, of intimacy stifled by exhaustion and the incapacity by exhaustion and the incapacity or unwillingness to be emotionally present.’
  • Omnipresent social media places a claim on our elapsed time, our fractured lives. We’re all sad in our very own way.4 As there are no lulls or quiet moments anymore, the result is fatigue, depletion and loss of energy. We’re becoming obsessed with waiting. How long have you been forgotten by your love ones? Time, meticulously measured on every app, tells us right to our face. Chronos hurts. Should I post something to attract attention and show I’m still here? Nobody likes me anymore. As the random messages keep relentlessly piling in, there’s no way to halt them, to take a moment and think it all through.
  • Unlike the blog entries of the Web 2.0 era, social media have surpassed the summary stage of the diary in a desperate attempt to keep up with real-time regime. Instagram Stories, for example, bring back the nostalgia of an unfolding chain of events – and then disappear at the end of the day, like a revenge act, a satire of ancient sentiments gone by. Storage will make the pain permanent. Better forget about it and move on
  • By browsing through updates, we’re catching up with machine time – at least until we collapse under the weight of participation fatigue. Organic life cycles are short-circuited and accelerated up to a point where the personal life of billions has finally caught up with cybernetics
  • The price of self-control in an age of instant gratification is high. We long to revolt against the restless zombie inside us, but we don’t know how.
  • Sadness arises at the point we’re exhausted by the online world.6 After yet another app session in which we failed to make a date, purchased a ticket and did a quick round of videos, the post-dopamine mood hits us hard. The sheer busyness and self-importance of the world makes you feel joyless. After a dive into the network we’re drained and feel socially awkward. The swiping finger is tired and we have to stop.
  • Much like boredom, sadness is not a medical condition (though never say never because everything can be turned into one). No matter how brief and mild, sadness is the default mental state of the online billions. Its original intensity gets dissipated, it seeps out, becoming a general atmosphere, a chronic background condition. Occasionally – for a brief moment – we feel the loss. A seething rage emerges. After checking for the tenth time what someone said on Instagram, the pain of the social makes us feel miserable, and we put the phone away. Am I suffering from the phantom vibration syndrome? Wouldn’t it be nice if we were offline? Why is life so tragic? He blocked me. At night, you read through the thread again. Do we need to quit again, to go cold turkey again? Others are supposed to move us, to arouse us, and yet we don’t feel anything anymore. The heart is frozen
  • If experience is the ‘habit of creating isolated moments within raw occurrence in order to save and recount them,’11 the desire to anaesthetize experience is a kind of immune response against ‘the stimulations of another modern novelty, the total aesthetic environment’.
  • unlike burn-out, sadness is a continuous state of mind. Sadness pops up the second events start to fade away – and now you’re down the rabbit hole once more. The perpetual now can no longer be captured and leaves us isolated, a scattered set of online subjects. What happens when the soul is caught in the permanent present? Is this what Franco Berardi calls the ‘slow cancellation of the future’? By scrolling, swiping and flipping, we hungry ghosts try to fill the existential emptiness, frantically searching for a determining sign – and failing
  • Millennials, as one recently explained to me, have grown up talking more openly about their state of mind. As work/life distinctions disappear, subjectivity becomes their core content. Confessions and opinions are externalized instantly. Individuation is no longer confined to the diary or small group of friends, but is shared out there, exposed for all to see.
  • Snapstreaks, the ‘best friends’ fire emoji next to a friend’s name indicating that ‘you and that special person in your life have snapped one another within 24 hours for at least two days in a row.’19 Streaks are considered a proof of friendship or commitment to someone. So it’s heartbreaking when you lose a streak you’ve put months of work into. The feature all but destroys the accumulated social capital when users are offline for a few days. The Snap regime forces teenagers, the largest Snapchat user group, to use the app every single day, making an offline break virtually impossible.20 While relationships amongst teens are pretty much always in flux, with friendships being on the edge and always questioned, Snap-induced feelings sync with the rapidly changing teenage body, making puberty even more intense
  • The bare-all nature of social media causes rifts between lovers who would rather not have this information. But in the information age, this does not bode well with the social pressure to participate in social networks.
  • dating apps like Tinder. These are described as time-killing machines – the reality game that overcomes boredom, or alternatively as social e-commerce – shopping my soul around. After many hours of swiping, suddenly there’s a rush of dopamine when someone likes you back. ‘The goal of the game is to have your egos boosted. If you swipe right and you match with a little celebration on the screen, sometimes that’s all that is needed. ‘We want to scoop up all our options immediately and then decide what we actually really want later.’25 On the other hand, ‘crippling social anxiety’ is when you match with somebody you are interested in, but you can’t bring yourself to send a message or respond to theirs ‘because oh god all I could think of was stupid responses or openers and she’ll think I’m an idiot and I am an idiot and…’
  • The metric to measure today’s symptoms would be time – or ‘attention’, as it is called in the industry. While for the archaic melancholic the past never passes, techno-sadness is caught in the perpetual now. Forward focused, we bet on acceleration and never mourn a lost object. The primary identification is there, in our hand. Everything is evident, on the screen, right in your face. Contrasted with the rich historical sources on melancholia, our present condition becomes immediately apparent. Whereas melancholy in the past was defined by separation from others, reduced contacts and reflection on oneself, today’s tristesse plays itself out amidst busy social (media) interactions. In Sherry Turkle’s phrase, we are alone together, as part of the crowd – a form of loneliness that is particularly cruel, frantic and tiring.
  • What we see today are systems that constantly disrupt the timeless aspect of melancholy.31 There’s no time for contemplation, or Weltschmerz. Social reality does not allow us to retreat.32 Even in our deepest state of solitude we’re surrounded by (online) others that babble on and on, demanding our attention
  • distraction does not pull us away, but instead draws us back into the social
  • The purpose of sadness by design is, as Paul B. Preciado calls it, ‘the production of frustrating satisfaction’.39 Should we have an opinion about internet-induced sadness? How can we address this topic without looking down on the online billions, without resorting to fast-food comparisons or patronizingly viewing people as fragile beings that need to be liberated and taken care of.
  • We overcome sadness not through happiness, but rather, as media theorist Andrew Culp has insisted, through a hatred of this world. Sadness occurs in situations where stagnant ‘becoming’ has turned into a blatant lie. We suffer, and there’s no form of absurdism that can offer an escape. Public access to a 21st-century version of dadaism has been blocked. The absence of surrealism hurts. What could our social fantasies look like? Are legal constructs such as creative commons and cooperatives all we can come up with? It seems we’re trapped in smoothness, skimming a surface littered with impressions and notifications. The collective imaginary is on hold. What’s worse, this banality itself is seamless, offering no indicators of its dangers and distortions. As a result, we’ve become subdued. Has the possibility of myth become technologically impossible?
  • We can neither return to mysticism nor to positivism. The naive act of communication is lost – and this is why we cry
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The Sci-Fi Roots of the Far Right-From 'Lucifer's Hammer' to Newt's Moon Base to Donald... - 0 views

  • Strong leader Senator Jellison (who is white) then asks former Shire founder Hugo Beck what went wrong, and Beck says his fellow hippies just never realized how great technology and laissez-faire economics were, and now all his old friends are dining on human flesh under the thumb of a scary black communist.
  • Today, Lucifer’s Hammer reads as a depiction of a post-apocalyptic war between Trump counties and Clinton counties, simultaneously promising American renewal even as it depicts unavoidable catastrophe. The comet acts as a cleansing, wiping away so much dead wood of civilization. (Feminism, too, comes in for repeated knocks.)
  • SDI was only one part of a larger right-wing techno-futurist project. SDI historian Edward Linenthal cites a 1983 interview with Newt Gingrich in which the young conservative Congressman predicted that SDI would not just destroy Russia’s Communists but liberalism, too. SDI would be “a dagger at the heart of the liberal welfare state” because it destroys “the liberal myth of scarcity,” leaving only “the limits of a free people’s ingenuity, daring, and courage.”
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  • Gingrich subsequently secured a job for Pournelle’s son with Congressman Dana Rohrabacher in 1994, who like Gingrich is now a stalwart space booster and Trump supporter.
  • What Trump does is less important than the fact that he kicks over the table, strengthening America’s military state while demolishing bureaucracy and ignoring niceties. Democracy and law matter less than security and innovation
  • In their science fiction as in life, Gingrich and Pournelle shared an optimistic belief in power of technology—and an equally powerful insistence on the inevitability of conflict. They believed this required a robust, authoritarian state apparatus to preserve order and bind citizens together. Indeed, while backing Reagan, Gingrich had promoted a techno-futurism that was less conservative than it was authoritarian: he called for pruning inefficiency while aggressively promoting expansion and military technology. For his part, Pournelle published anthologies of science-fiction and techno-military essays through the 1980s under the name There Will Be War.
  • Gingrich and Pournelle’s enthusiasm had less to do with Trump’s particular ambitions than with his capacity for destruction of the status quo. Much of the chaos Trump foments is, to Gingrich and Pournelle, a key feature to induce the future they want—the one where the feminists and “eco-terrorists” and university professors are soundly defeated
  • with communism a fading threat by the late 80’s, Gingrich shifted his focus to the specter of a new enemy, arguing in 1989 that “Islamic extremism may well be the greatest threat to Western values and Western security in the world.” Such fear-mongering—Islamic extremism remains a fraction as destructive as the nuclear Soviet Union—may seem ill-suited to optimism in mankind’s future, but as a political project it can be uncannily effective. Pournelle wrote that Islam demands adherence to a principle of “Islam or the sword,” and that an aggressive military response is not only justified but demanded: we are at war with the Caliphate.
  • No science-fiction writer since has exerted as significant a political influence as Pournelle. But Pournelle does have a spiritual successor in Castalia House, the independent science-fiction publisher run by white nationalist Theodore Beale, aka Vox Day. Beale, like Gingrich, has said that his job is to save Western Civilization—and that it is in dire need of saving. Beale, however, is far more explicit about race.
  • Pournelle has dissociated himself from Beale’s politics, but Castalia House’s republishing of Pournelle’s 1980s There Will Be War series (as well as publishing a new volume 10) is no mere coincidence. Rather, they are indications of a shared worldview. To these writers, civil rights, equality, and civil liberties are irritants and impediments to progress at best. At worst, they are impositions on the holy forces of the market and social Darwinism (“evolution in action”) that sort out the best from the rest. And to all of them, the best tend to be white (with a bit of space for “the good ones” of other races). If there has been a shift in thought between the 1970s and today, it’s that the expected separation of wheat from chaff hasn’t taken place, and so now more active measures need to be taken—building the border walls and deportations, for example. Trump is an agent of these active measures—an agent of revolution, or at least the destruction that precedes a revolution.
  • Trump was far from the first to eliminate the line between right-wing thought and outright bigotry.
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Clear backpacks, monitored emails: life for US students under constant surveillance | E... - 0 views

  • This level of surveillance is “not too over-the-top”, Ingrid said, and she feels her classmates are generally “accepting” of it.
  • One leading student privacy expert estimated that as many as a third of America’s roughly 15,000 school districts may already be using technology that monitors students’ emails and documents for phrases that might flag suicidal thoughts, plans for a school shooting, or a range of other offenses.
  • When Dapier talks with other teen librarians about the issue of school surveillance, “we’re very alarmed,” he said. “It sort of trains the next generation that [surveillance] is normal, that it’s not an issue. What is the next generation’s Mark Zuckerberg going to think is normal?
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  • Some parents said they were alarmed and frightened by schools’ new monitoring technologies. Others said they were conflicted, seeing some benefits to schools watching over what kids are doing online, but uncertain if their schools were striking the right balance with privacy concerns. Many said they were not even sure what kind of surveillance technology their schools might be using, and that the permission slips they had signed when their kids brought home school devices had told them almost nothing
  • “It’s the school as panopticon, and the sweeping searchlight beams into homes, now, and to me, that’s just disastrous to intellectual risk-taking and creativity.”
  • As of 2018, at least 60 American school districts had also spent more than $1m on separate monitoring technology to track what their students were saying on public social media accounts, an amount that spiked sharply in the wake of the 2018 Parkland school shooting, according to the Brennan Center for Justice, a progressive advocacy group that compiled and analyzed school contracts with a subset of surveillance companies.
  • “They are all mandatory, and the accounts have been created before we’ve even been consulted,” he said. Parents are given almost no information about how their children’s data is being used, or the business models of the companies involved. Any time his kids complete school work through a digital platform, they are generating huge amounts of very personal, and potentially very valuable, data. The platforms know what time his kids do their homework, and whether it’s done early or at the last minute. They know what kinds of mistakes his kids make on math problems.
  • Felix, now 12, said he is frustrated that the school “doesn’t really [educate] students on what is OK and what is not OK. They don’t make it clear when they are tracking you, or not, or what platforms they track you on. “They don’t really give you a list of things not to do,” he said. “Once you’re in trouble, they act like you knew.”
  • “They’re so unclear that I’ve just decided to cut off the research completely, to not do any of it.”
  • Many parents also said that they wanted more transparency and more parental control over surveillance. A few years ago, Ben, a tech professional from Maryland, got a call from his son’s principal to set up an urgent meeting. His son, then about nine or 10-years old, had opened up a school Google document and typed “I want to kill myself.” It was not until he and his son were in a serious meeting with school officials that Ben found out what happened: his son had typed the words on purpose, curious about what would happen. “The smile on his face gave away that he was testing boundaries, and not considering harming himself,” Ben said. (He asked that his last name and his son’s school district not be published, to preserve his son’s privacy.) The incident was resolved easily, he said, in part because Ben’s family already had close relationships with the school administrators.
  • there is still no independent evaluation of whether this kind of surveillance technology actually works to reduce violence and suicide.
  • Certain groups of students could easily be targeted by the monitoring more intensely than others, she said. Would Muslim students face additional surveillance? What about black students? Her daughter, who is 11, loves hip-hop music. “Maybe some of that language could be misconstrued, by the wrong ears or the wrong eyes, as potentially violent or threatening,” she said.
  • The Parent Coalition for Student Privacy was founded in 2014, in the wake of parental outrage over the attempt to create a standardized national database that would track hundreds of data points about public school students, from their names and social security numbers to their attendance, academic performance, and disciplinary and behavior records, and share the data with education tech companies. The effort, which had been funded by the Gates Foundation, collapsed in 2014 after fierce opposition from parents and privacy activists.
  • “More and more parents are organizing against the onslaught of ed tech and the loss of privacy that it entails. But at the same time, there’s so much money and power and political influence behind these groups,”
  • some privacy experts – and students – said they are concerned that surveillance at school might actually be undermining students’ wellbeing
  • “I do think the constant screen surveillance has affected our anxiety levels and our levels of depression.” “It’s over-guarding kids,” she said. “You need to let them make mistakes, you know? That’s kind of how we learn.”
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I unintentionally created a biased AI algorithm 25 years ago - tech companies are still... - 0 views

  • How and why do well-educated, well-intentioned scientists produce biased AI systems? Sociological theories of privilege provide one useful lens.
  • Their training data is biased. They are designed by an unrepresentative group. They face the mathematical impossibility of treating all categories equally. They must somehow trade accuracy for fairness. And their biases are hiding behind millions of inscrutable numerical parameters.
  • fairness can still be the victim of competitive pressures in academia and industry. The flawed Bard and Bing chatbots from Google and Microsoft are recent evidence of this grim reality. The commercial necessity of building market share led to the premature release of these systems.
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  • Scientists also face a nasty subconscious dilemma when incorporating diversity into machine learning models: Diverse, inclusive models perform worse than narrow models.
  • biased AI systems can still be created unintentionally and easily. It’s also clear that the bias in these systems can be harmful, hard to detect and even harder to eliminate.
  • with North American computer science doctoral programs graduating only about 23% female, and 3% Black and Latino students, there will continue to be many rooms and many algorithms in which underrepresented groups are not represented at all.
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