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Javier E

Opinion | How Behavioral Economics Took Over America - The New York Times - 0 views

www.nytimes.com/...human-behavior-nudge.html

behavioral economics nudge priming science research psychology ideology

shared by Javier E on 01 Dec 23 - No Cached
  • Some behavioral interventions do seem to lead to positive changes, such as automatically enrolling children in school free lunch programs or simplifying mortgage information for aspiring homeowners. (Whether one might call such interventions “nudges,” however, is debatable.)
  • it’s not clear we need to appeal to psychology studies to make some common-sense changes, especially since the scientific rigor of these studies is shaky at best.
  • Nudges are related to a larger area of research on “priming,” which tests how behavior changes in response to what we think about or even see without noticing
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  • Behavioral economics is at the center of the so-called replication crisis, a euphemism for the uncomfortable fact that the results of a significant percentage of social science experiments can’t be reproduced in subsequent trials
  • this key result was not replicated in similar experiments, undermining confidence in a whole area of study. It’s obvious that we do associate old age and slower walking, and we probably do slow down sometimes when thinking about older people. It’s just not clear that that’s a law of the mind.
  • And these attempts to “correct” human behavior are based on tenuous science. The replication crisis doesn’t have a simple solution
  • Journals have instituted reforms like having scientists preregister their hypotheses to avoid the possibility of results being manipulated during the research. But that doesn’t change how many uncertain results are already out there, with a knock-on effect that ripples through huge segments of quantitative social scienc
  • The Johns Hopkins science historian Ruth Leys, author of a forthcoming book on priming research, points out that cognitive science is especially prone to building future studies off disputed results. Despite the replication crisis, these fields are a “train on wheels, the track is laid and almost nothing stops them,” Dr. Leys said.
  • These cases result from lax standards around data collection, which will hopefully be corrected. But they also result from strong financial incentives: the possibility of salaries, book deals and speaking and consulting fees that range into the millions. Researchers can get those prizes only if they can show “significant” findings.
  • It is no coincidence that behavioral economics, from Dr. Kahneman to today, tends to be pro-business. Science should be not just reproducible, but also free of obvious ideology.
  • Technology and modern data science have only further entrenched behavioral economics. Its findings have greatly influenced algorithm design.
  • The collection of personal data about our movements, purchases and preferences inform interventions in our behavior from the grocery store to who is arrested by the police.
  • Setting people up for safety and success and providing good default options isn’t bad in itself, but there are more sinister uses as well. After all, not everyone who wants to exploit your cognitive biases has your best interests at heart.
  • Despite all its flaws, behavioral economics continues to drive public policy, market research and the design of digital interfaces.
  • One might think that a kind of moratorium on applying such dubious science would be in order — except that enacting one would be practically impossible. These ideas are so embedded in our institutions and everyday life that a full-scale audit of the behavioral sciences would require bringing much of our society to a standstill.
  • There is no peer review for algorithms that determine entry to a stadium or access to credit. To perform even the most banal, everyday actions, you have to put implicit trust in unverified scientific results.
  • We can’t afford to defer questions about human nature, and the social and political policies that come from them, to commercialized “research” that is scientifically questionable and driven by ideology. Behavioral economics claims that humans aren’t rational.
  • That’s a philosophical claim, not a scientific one, and it should be fought out in a rigorous marketplace of ideas. Instead of unearthing real, valuable knowledge of human nature, behavioral economics gives us “one weird trick” to lose weight or quit smoking.
  • Humans may not be perfectly rational, but we can do better than the predictably irrational consequences that behavioral economics has left us with today.
Javier E

The "missing law" of nature was here all along | Salon.com - 0 views

www.salon.com/...w-of-nature-was-here-all-along

salon science communication evolution natural selection convergence stories information

shared by Javier E on 05 Dec 23 - No Cached
  • recently published scientific article proposes a sweeping new law of nature, approaching the matter with dry, clinical efficiency that still reads like poetry.
  • “Evolving systems are asymmetrical with respect to time; they display temporal increases in diversity, distribution, and/or patterned behavior,” they continue, mounting their case from the shoulders of Charles Darwin, extending it toward all things living and not. 
  • To join the known physics laws of thermodynamics, electromagnetism and Newton’s laws of motion and gravity, the nine scientists and philosophers behind the paper propose their “law of increasing functional information.”
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  • In short, a complex and evolving system — whether that’s a flock of gold finches or a nebula or the English language — will produce ever more diverse and intricately detailed states and configurations of itself.
  • Some of these more diverse and intricate configurations, the scientists write, are shed and forgotten over time. The configurations that persist are ones that find some utility or novel function in a process akin to natural selection, but a selection process driven by the passing-on of information rather than just the sowing of biological genes
  • Have they finally glimpsed, I wonder, the connectedness and symbiotic co-evolution of their own scientific ideas with those of the world’s writers
  • Have they learned to describe in their own quantifying language that cradle from which both our disciplines have emerged and the firmament on which they both stand — the hearing and telling of stories in order to exist?
  • Have they quantified the quality of all existent matter, living and not: that all things inherit a story in data to tell, and that our stories are told by the very forms we take to tell them? 
  • “Is there a universal basis for selection? Is there a more quantitative formalism underlying this conjectured conceptual equivalence—a formalism rooted in the transfer of information?,” they ask of the world’s disparate phenomena. “The answer to both questions is yes.”
  • Yes. They’ve glimpsed it, whether they know it or not. Sing to me, O Muse, of functional information and its complex diversity.
  • The principle of complexity evolving at its own pace when left to its own devices, independent of time but certainly in a dance with it, is nothing new. Not in science, nor in its closest humanities kin, science and nature writing. Give things time and nourishing environs, protect them from your own intrusions and — living organisms or not — they will produce abundant enlacement of forms.
  • This is how poetry was born from the same larynxes and phalanges that tendered nuclear equations: We featherless bipeds gave language our time and delighted attendance until its forms were so multivariate that they overflowed with inevitable utility.
  • In her Pulitzer-winning “Pilgrim at Tinker Creek,” nature writer Annie Dillard explains plainly that evolution is the vehicle of such intricacy in the natural world, as much as it is in our own thoughts and actions. 
  • “The stability of simple forms is the sturdy base from which more complex, stable forms might arise, forming in turn more complex forms,” she explains, drawing on the undercap frills of mushrooms and filament-fine filtering tubes inside human kidneys to illustrate her point. 
  • “Utility to the creature is evolution’s only aesthetic consideration. Form follows function in the created world, so far as I know, and the creature that functions, however bizarre, survives to perpetuate its form,” writes Dillard.
  • “Of the multiplicity of forms, I know nothing. Except that, apparently, anything goes. This holds for forms of behavior as well as design — the mantis munching her mate, the frog wintering in mud.” 
  • She notes that, of all forms of life we’ve ever known to exist, only about 10% are still alive. What extravagant multiplicity. 
  • “Intricacy is that which is given from the beginning, the birthright, and in the intricacy is the hardiness of complexity that ensures against the failures of all life,” Dillard writes. “The wonder is — given the errant nature of freedom and the burgeoning texture of time — the wonder is that all the forms are not monsters, that there is beauty at all, grace gratuitous.”
  • “This paper, and the reason why I'm so proud of it, is because it really represents a connection between science and the philosophy of science that perhaps offers a new lens into why we see everything that we see in the universe,” lead scientist Michael Wong told Motherboard in a recent interview. 
  • Wong is an astrobiologist and planetary scientist at the Carnegie Institute for Science. In his team’s paper, that bridge toward scientific philosophy is not only preceded by a long history of literary creativity but directly theorizes about the creative act itself.  
  • “The creation of art and music may seem to have very little to do with the maintenance of society, but their origins may stem from the need to transmit information and create bonds among communities, and to this day, they enrich life in innumerable ways,” Wong’s team writes.  
  • “Perhaps, like eddies swirling off of a primary flow field, selection pressures for ancillary functions can become so distant from the core functions of their host systems that they can effectively be treated as independently evolving systems,” the authors add, pointing toward the elaborate mating dance culture observed in birds of paradise.
  • “Perhaps it will be humanity’s ability to learn, invent, and adopt new collective modes of being that will lead to its long-term persistence as a planetary phenomenon. In light of these considerations, we suspect that the general principles of selection and function discussed here may also apply to the evolution of symbolic and social systems.”
  • The Mekhilta teaches that all Ten Commandments were pronounced in a single utterance. Similarly, the Maharsha says the Torah’s 613 mitzvoth are only perceived as a plurality because we’re time-bound humans, even though they together form a singular truth which is indivisible from He who expressed it. 
  • Or, as the Mishna would have it, “the creations were all made in generic form, and they gradually expanded.” 
  • Like swirling eddies off of a primary flow field.
  • “O Lord, how manifold are thy works!,” cried out David in his psalm. “In wisdom hast thou made them all: the earth is full of thy riches. So is this great and wide sea, wherein are things creeping innumerable, both small and great beasts.” 
  • In all things, then — from poetic inventions, to rare biodiverse ecosystems, to the charted history of our interstellar equations — it is best if we conserve our world’s intellectual and physical diversity, for both the study and testimony of its immeasurable multiplicity.
  • Because, whether wittingly or not, science is singing the tune of the humanities. And whether expressed in algebraic logic or ancient Greek hymn, its chorus is the same throughout the universe: Be fruitful and multiply. 
  • Both intricate configurations of art and matter arise and fade according to their shared characteristic, long-known by students of the humanities: each have been graced with enough time to attend to the necessary affairs of their most enduring pleasures. 
Javier E

'Oppenheimer,' 'The Maniac' and Our Terrifying Prometheus Moment - The New York Times - 0 views

www.nytimes.com/...hn-von-neumann-prometheus.html

progress value-neutral science modernity AI nuclear power prometheus knowledge overreach tech research

shared by Javier E on 21 Oct 23 - No Cached
  • Prometheus was the Titan who stole fire from the gods of Olympus and gave it to human beings, setting us on a path of glory and disaster and incurring the jealous wrath of Zeus. In the modern world, especially since the beginning of the Industrial Revolution, he has served as a symbol of progress and peril, an avatar of both the liberating power of knowledge and the dangers of technological overreach.
  • More than 200 years after the Shelleys, Prometheus is having another moment, one closer in spirit to Mary’s terrifying ambivalence than to Percy’s fulsome gratitude. As technological optimism curdles in the face of cyber-capitalist villainy, climate disaster and what even some of its proponents warn is the existential threat of A.I., that ancient fire looks less like an ember of divine ingenuity than the start of a conflagration. Prometheus is what we call our capacity for self-destruction.
  • Annie Dorsen’s theater piece “Prometheus Firebringer,” which was performed at Theater for a New Audience in September, updates the Greek myth for the age of artificial intelligence, using A.I. to weave a cautionary tale that my colleague Laura Collins-Hughes called “forcefully beneficial as an examination of our obeisance to technology.”
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  • Something similar might be said about “The Maniac,” Benjamín Labatut’s new novel, whose designated Prometheus is the Hungarian-born polymath John von Neumann, a pioneer of A.I. as well as an originator of game theory.
  • both narratives are grounded in fact, using the lives and ideas of real people as fodder for allegory and attempting to write a new mythology of the modern world.
  • Oppenheimer wasn’t a principal author of that theory. Those scientists, among them Niels Bohr, Erwin Schrödinger and Werner Heisenberg, were characters in Labatut’s previous novel, “When We Cease to Understand the World.” That book provides harrowing illumination of a zone where scientific insight becomes indistinguishable from madness or, perhaps, divine inspiration. The basic truths of the new science seem to explode all common sense: A particle is also a wave; one thing can be in many places at once; “scientific method and its object could no longer be prised apart.”
  • More than most intellectual bastions, the institute is a house of theory. The Promethean mad scientists of the 19th century were creatures of the laboratory, tinkering away at their infernal machines and homemade monsters. Their 20th-century counterparts were more likely to be found at the chalkboard, scratching out our future in charts, equations and lines of code.
  • The consequences are real enough, of course. The bombs dropped on Hiroshima and Nagasaki killed at least 100,000 people. Their successor weapons, which Oppenheimer opposed, threatened to kill everybody els
  • on Neumann and Oppenheimer were close contemporaries, born a year apart to prosperous, assimilated Jewish families in Budapest and New York. Von Neumann, conversant in theoretical physics, mathematics and analytic philosophy, worked for Oppenheimer at Los Alamos during the Manhattan Project. He spent most of his career at the Institute for Advanced Study, where Oppenheimer served as director after the war.
  • the intellectual drama of “Oppenheimer” — as distinct from the dramas of his personal life and his political fate — is about how abstraction becomes reality. The atomic bomb may be, for the soldiers and politicians, a powerful strategic tool in war and diplomacy. For the scientists, it’s something else: a proof of concept, a concrete manifestation of quantum theory.
  • . Oppenheimer’s designation as Prometheus is precise. He snatched a spark of quantum insight from those divinities and handed it to Harry S. Truman and the U.S. Army Air Forces.
  • Labatut’s account of von Neumann is, if anything, more unsettling than “Oppenheimer.” We had decades to get used to the specter of nuclear annihilation, and since the end of the Cold War it has been overshadowed by other terrors. A.I., on the other hand, seems newly sprung from science fiction, and especially terrifying because we can’t quite grasp what it will become.
  • Von Neumann, who died in 1957, did not teach machines to play Go. But when asked “what it would take for a computer, or some other mechanical entity, to begin to think and behave like a human being,” he replied that “it would have to play, like a child.”
  • MANIAC. The name was an acronym for “Mathematical Analyzer, Numerical Integrator and Computer,” which doesn’t sound like much of a threat. But von Neumann saw no limit to its potential. “If you tell me precisely what it is a machine cannot do,” he declared, “then I can always make a machine which will do just that.” MANIAC didn’t just represent a powerful new kind of machine, but “a new type of life.”
  • If Oppenheimer took hold of the sacred fire of atomic power, von Neumann’s theft was bolder and perhaps more insidious: He stole a piece of the human essence. He’s not only a modern Prometheus; he’s a second Frankenstein, creator of an all but human, potentially more than human monster.
  • “Technological power as such is always an ambivalent achievement,” Labatut’s von Neumann writes toward the end of his life, “and science is neutral all through, providing only means of control applicable to any purpose, and indifferent to all. It is not the particularly perverse destructiveness of one specific invention that creates danger. The danger is intrinsic. For progress there is no cure.”
Javier E

Opinion | 'Killers of the Flower Moon' Is Coming to Theaters, But Being Erased from Cla... - 0 views

www.nytimes.com/...wer-moon-oklahoma-history.html

murder American Indian rich tribe Oklahoma movie Scorsese oil racism knowledge

shared by Javier E on 22 Oct 23 - No Cached
  • Numerous other Osage had died suspiciously — the cause of death often cloaked behind alcoholic poisoning or wasting illness or as simply unknown. Despite evidence that the victims had been murdered for their oil money, the cases were never properly investigated. Moreover, they could not be linked to the same killer caught by the bureau. The history of the Reign of Terror was less a question of who did it than who didn’t do it.
  • even now, as their stories are being dramatized in a movie and shown in theaters across the country, there is a campaign in Oklahoma — this time with legislation — to deter the history from being taught in schools.
  • The Osage had these events seared in their memories. Yet most Americans had excised even the bureau’s sanitized account from their consciences. Like the Tulsa Race Massacre, which occurred during the same period, the Osage Reign of Terror was generally not taught in schools, even in Oklahoma
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  • It was about a widespread culture of killing. It was about prominent white citizens who paid for killings, doctors who administered poisons, morticians who ignored evidence of bullet wounds, lawmen and prosecutors who were on the take and many others who remained complicit in their silence — all because they were profiting from what they referred to openly as the “Indian business.” The real death toll was undoubtedly higher than 24. One bureau agent admitted: “There are so many of these murder cases. There are hundreds and hundreds.”
  • The movement to suppress elements of American history extends well beyond Oklahoma. According to an analysis by The Washington Post, more than two dozen states have adopted laws that make it easier to remove books from school libraries and to prevent certain teaching on race, gender and sexuality
  • In 2023, PEN America, which defends freedom of speech, reported that book bans in U.S. public school classrooms and libraries had surged 33 percent over the previous school year, with more than 3,000 recorded removals; among them are classics by the Nobel laureate Toni Morrison (banned in 30 school districts) and Margaret Atwood (banned in 34). School curriculums are being revised to mask discomfiting truths — so much so that in Florida students will now be taught that some African Americans benefited from slavery because it gave them “skills.”
Javier E

The Perks of Taking the High Road - The Atlantic - 0 views

www.theatlantic.com/...629495

response climate discussion generosity listening respect gift sharing boomerang disagreement research psychology language

shared by Javier E on 21 Oct 23 - No Cached
  • hat is the point of arguing with someone who disagrees with you? Presumably, you would like them to change their mind. But that’s easier said than done
  • Research shows that changing minds, especially changing beliefs that are tied strongly to people’s identity, is extremely difficult
  • this personal attachment to beliefs encourages “competitive personal contests rather than collaborative searches for the truth.”
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  • The way that people tend to argue today, particularly online, makes things worse.
  • You wouldn’t blame anyone involved for feeling as if they’re under fire, and no one is likely to change their mind when they’re being attacked.
  • odds are that neither camp is having any effect on the other; on the contrary, the attacks make opponents dig in deeper.
  • If you want a chance at changing minds, you need a new strategy: Stop using your values as a weapon, and start offering them as a gift.
  • hilosophers and social scientists have long pondered the question of why people hold different beliefs and values
  • One of the most compelling explanations comes from Moral Foundations Theory, which has been popularized by Jonathan Haidt, a social psychologist at NYU. This theory proposes that humans share a common set of “intuitive ethics,” on top of which we build different narratives and institutions—and therefore beliefs—that vary by culture, community, and even person.
  • Extensive survey-based research has revealed that almost everyone shares at least two common values: Harming others without cause is bad, and fairness is good. Other moral values are less widely shared
  • political conservatives tend to value loyalty to a group, respect for authority, and purity—typically in a bodily sense, in terms of sexuality—more than liberals do.
  • Sometimes conflict arises because one group holds a moral foundation that the other simply doesn’t feel strongly about
  • even when two groups agree on a moral foundation, they can radically disagree on how it should be expressed
  • When people fail to live up to your moral values (or your expression of them), it is easy to conclude that they are immoral people.
  • Further, if you are deeply attached to your values, this difference can feel like a threat to your identity, leading you to lash out, which won’t convince anyone who disagrees with you.
  • research shows that if you insult someone in a disagreement, the odds are that they will harden their position against yours, a phenomenon called the boomerang effect.
  • he solution to this problem requires a change in the way we see and present our own values
  • effective missionaries present their beliefs as a gift. And sharing a gift is a joyful act, even if not everyone wants it.
  • so it is with our values. If we want any chance at persuasion, we must offer them happily. A weapon is an ugly thing, designed to frighten and coerce
  • A gift is something we believe to be good for the recipient, who, we hope, may accept it voluntarily, and do so with gratitude. That requires that we present it with love, not insults and hatred.
  • 1. Don’t “other” others.
  • Go out of your way to welcome those who disagree with you as valued voices, worthy of respect and attention. There is no “them,” only “us.”
  • 2. Don’t take rejection personally.
  • just as you are not your car or your house, you are not your beliefs. Unless someone says, “I hate you because of your views,” a repudiation is personal only if you make it so
  • 3. Listen more.
  • when it comes to changing someone’s mind, listening is more powerful than talking. They conducted experiments that compared polarizing arguments with a nonjudgmental exchange of views accompanied by deep listening. The former had no effect on viewpoints, whereas the latter reliably lowered exclusionary opinions.
  • when possible, listening and asking sensitive questions almost always has a more beneficial effect than talking.
  • howing others that you can be generous with them regardless of their values can help weaken their belief attachment, and thus make them more likely to consider your point of view
  • for your values to truly be a gift, you must weaken your own belief attachment first
  • we should all promise to ourselves, “I will cultivate openness, non-discrimination, and non-attachment to views in order to transform violence, fanaticism, and dogmatism in myself and in the world.”
  • if I truly have the good of the world at heart, then I must not fall prey to the conceit of perfect knowledge, and must be willing to entertain new and better ways to serve my ultimate goal: creating a happier world
  • generosity and openness have a bigger chance of making the world better in the long run.
Javier E

I Was Trying to Build My Son's Resilience, Not Scar Him for Life - The New York Times - 0 views

www.nytimes.com/...building-child-psychology.html

resilience character psychology

shared by Javier E on 01 Nov 23 - No Cached
  • Resilience is a popular term in modern psychology that, put simply, refers to the ability to recover and move on from adverse events, failure or change.
  • “We don’t call it ‘character’ anymore,” said Jelena Kecmanovic, director of Arlington/DC Behavior Therapy Institute. “We call it the ability to tolerate distress, the ability to tolerate uncertainty.”
  • Studies suggest that resilience in kids is associated with things like empathy, coping skills and problem-solving, though this research is often done on children in extreme circumstances and may not apply to everybody
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  • many experts are starting to see building resilience as an effective way to prevent youth anxiety and depression.
  • One solution, according to experts, is to encourage risk-taking and failure, with a few guardrail
  • For instance, it’s important that children have a loving and supportive foundation before they go out and take risks that build resilience
  • “Challenges” are challenging only if they are hard. Child psychologists often talk about the “zone of proximal development” — the area between what a child can do without any help and what a child can’t do, even with help
  • How do you find the bar? Dr. Ginsburg recommends asking your child: “What do you think you can handle? What do you think you can handle with me by your side?”
  • The best way to build resilience is doing something you are motivated to do, no matter your age
  • Experts say the more activities children have exposure to, the better.
  • Sometimes parents just have to lay down the law and force children to break out of their comfort zone
  • “If you don’t persevere through something that’s a little bit hard, sometimes you never get the benefits,”
  • don’t expect your kid to appreciate your efforts, Dr. Kecmanovic said: “They will scream ‘I hate you
Javier E

His Job Was to Make Instagram Safe for Teens. His 14-Year-Old Showed Him What the App W... - 0 views

www.wsj.com/...ens-harassment-safety-5d991be1

social media bias technology psychology meta facebook instagram

shared by Javier E on 05 Nov 23 - No Cached
  • The experience of young users on Meta’s Instagram—where Bejar had spent the previous two years working as a consultant—was especially acute. In a subsequent email to Instagram head Adam Mosseri, one statistic stood out: One in eight users under the age of 16 said they had experienced unwanted sexual advances on the platform over the previous seven days.
  • For Bejar, that finding was hardly a surprise. His daughter and her friends had been receiving unsolicited penis pictures and other forms of harassment on the platform since the age of 14, he wrote, and Meta’s systems generally ignored their reports—or responded by saying that the harassment didn’t violate platform rules.
  • “I asked her why boys keep doing that,” Bejar wrote to Zuckerberg and his top lieutenants. “She said if the only thing that happens is they get blocked, why wouldn’t they?”
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  • For the well-being of its users, Bejar argued, Meta needed to change course, focusing less on a flawed system of rules-based policing and more on addressing such bad experiences
  • The company would need to collect data on what upset users and then work to combat the source of it, nudging those who made others uncomfortable to improve their behavior and isolating communities of users who deliberately sought to harm others.
  • “I am appealing to you because I believe that working this way will require a culture shift,” Bejar wrote to Zuckerberg—the company would have to acknowledge that its existing approach to governing Facebook and Instagram wasn’t working.
  • During and after Bejar’s time as a consultant, Meta spokesman Andy Stone said, the company has rolled out several product features meant to address some of the Well-Being Team’s findings. Those features include warnings to users before they post comments that Meta’s automated systems flag as potentially offensive, and reminders to be kind when sending direct messages to users like content creators who receive a large volume of messages. 
  • Meta’s classifiers were reliable enough to remove only a low single-digit percentage of hate speech with any degree of precision.
  • Bejar was floored—all the more so when he learned that virtually all of his daughter’s friends had been subjected to similar harassment. “DTF?” a user they’d never met would ask, using shorthand for a vulgar proposition. Instagram acted so rarely on reports of such behavior that the girls no longer bothered reporting them. 
  • Meta’s own statistics suggested that big problems didn’t exist. 
  • Meta had come to approach governing user behavior as an overwhelmingly automated process. Engineers would compile data sets of unacceptable content—things like terrorism, pornography, bullying or “excessive gore”—and then train machine-learning models to screen future content for similar material.
  • While users could still flag things that upset them, Meta shifted resources away from reviewing them. To discourage users from filing reports, internal documents from 2019 show, Meta added steps to the reporting process. Meta said the changes were meant to discourage frivolous reports and educate users about platform rules. 
  • The outperformance of Meta’s automated enforcement relied on what Bejar considered two sleights of hand. The systems didn’t catch anywhere near the majority of banned content—only the majority of what the company ultimately removed
  • “Please don’t talk about my underage tits,” Bejar’s daughter shot back before reporting his comment to Instagram. A few days later, the platform got back to her: The insult didn’t violate its community guidelines.
  • Also buttressing Meta’s statistics were rules written narrowly enough to ban only unambiguously vile material. Meta’s rules didn’t clearly prohibit adults from flooding the comments section on a teenager’s posts with kiss emojis or posting pictures of kids in their underwear, inviting their followers to “see more” in a private Facebook Messenger group. 
  • “Mark personally values freedom of expression first and foremost and would say this is a feature and not a bug,” Rosen responded
  • Narrow rules and unreliable automated enforcement systems left a lot of room for bad behavior—but they made the company’s child-safety statistics look pretty good according to Meta’s metric of choice: prevalence.
  • Defined as the percentage of content viewed worldwide that explicitly violates a Meta rule, prevalence was the company’s preferred measuring stick for the problems users experienced.
  • According to prevalence, child exploitation was so rare on the platform that it couldn’t be reliably estimated, less than 0.05%, the threshold for functional measurement. Content deemed to encourage self-harm, such as eating disorders, was just as minimal, and rule violations for bullying and harassment occurred in just eight of 10,000 views. 
  • “There’s a grading-your-own-homework problem,”
  • Meta defines what constitutes harmful content, so it shapes the discussion of how successful it is at dealing with it.”
  • It could reconsider its AI-generated “beauty filters,” which internal research suggested made both the people who used them and those who viewed the images more self-critical
  • the team built a new questionnaire called BEEF, short for “Bad Emotional Experience Feedback.
  • A recurring survey of issues 238,000 users had experienced over the past seven days, the effort identified problems with prevalence from the start: Users were 100 times more likely to tell Instagram they’d witnessed bullying in the last week than Meta’s bullying-prevalence statistics indicated they should.
  • “People feel like they’re having a bad experience or they don’t,” one presentation on BEEF noted. “Their perception isn’t constrained by policy.
  • they seemed particularly common among teens on Instagram.
  • Among users under the age of 16, 26% recalled having a bad experience in the last week due to witnessing hostility against someone based on their race, religion or identity
  • More than a fifth felt worse about themselves after viewing others’ posts, and 13% had experienced unwanted sexual advances in the past seven days. 
  • The vast gap between the low prevalence of content deemed problematic in the company’s own statistics and what users told the company they experienced suggested that Meta’s definitions were off, Bejar argued
  • To minimize content that teenagers told researchers made them feel bad about themselves, Instagram could cap how much beauty- and fashion-influencer content users saw.
  • Proving to Meta’s leadership that the company’s prevalence metrics were missing the point was going to require data the company didn’t have. So Bejar and a group of staffers from the Well-Being Team started collecting it
  • And it could build ways for users to report unwanted contacts, the first step to figuring out how to discourage them.
  • One experiment run in response to BEEF data showed that when users were notified that their comment or post had upset people who saw it, they often deleted it of their own accord. “Even if you don’t mandate behaviors,” said Krieger, “you can at least send signals about what behaviors aren’t welcome.”
  • But among the ranks of Meta’s senior middle management, Bejar and Krieger said, BEEF hit a wall. Managers who had made their careers on incrementally improving prevalence statistics weren’t receptive to the suggestion that the approach wasn’t working. 
  • After three decades in Silicon Valley, he understood that members of the company’s C-Suite might not appreciate a damning appraisal of the safety risks young users faced from its product—especially one citing the company’s own data. 
  • “This was the email that my entire career in tech trained me not to send,” he says. “But a part of me was still hoping they just didn’t know.”
  • “Policy enforcement is analogous to the police,” he wrote in the email Oct. 5, 2021—arguing that it’s essential to respond to crime, but that it’s not what makes a community safe. Meta had an opportunity to do right by its users and take on a problem that Bejar believed was almost certainly industrywide.
  • fter Haugen’s airing of internal research, Meta had cracked down on the distribution of anything that would, if leaked, cause further reputational damage. With executives privately asserting that the company’s research division harbored a fifth column of detractors, Meta was formalizing a raft of new rules for employees’ internal communication.
  • Among the mandates for achieving “Narrative Excellence,” as the company called it, was to keep research data tight and never assert a moral or legal duty to fix a problem.
  • “I had to write about it as a hypothetical,” Bejar said. Rather than acknowledging that Instagram’s survey data showed that teens regularly faced unwanted sexual advances, the memo merely suggested how Instagram might help teens if they faced such a problem.
  • The hope that the team’s work would continue didn’t last. The company stopped conducting the specific survey behind BEEF, then laid off most everyone who’d worked on it as part of what Zuckerberg called Meta’s “year of efficiency.
  • If Meta was to change, Bejar told the Journal, the effort would have to come from the outside. He began consulting with a coalition of state attorneys general who filed suit against the company late last month, alleging that the company had built its products to maximize engagement at the expense of young users’ physical and mental health. Bejar also got in touch with members of Congress about where he believes the company’s user-safety efforts fell short. 
Javier E

Addressing climate change concerns in practice - 0 views

www.apa.org/...ce-climate-change

climate change concerns psychology stress response

shared by Javier E on 19 Nov 23 - No Cached
  • An APA survey released in February 2020 found that 56% of U.S. adults said that climate change is the most important issue facing the world today
  • More than two-thirds (68%) of the adults APA surveyed said they had “at least a little ‘eco-anxiety,’” or anxiety or worry about climate change and its effects.
  • Nearly half (48%) of young adults ages 18 to 34 said they felt stress over climate change in their daily lives.
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  • The Lancet and the University College London Institute for Global Health Commission called climate change the biggest threat to global health—and mental health in particular—of the 21st century (The Lancet, Vol. 373, No. 9676, 2009).
  • Humans have evolved to adjust to some environmental stressors, researchers have found, through allostasis, the system by which the body responds to stress.
  • The greater the stressors and the longer we are exposed to them, the more likely our response systems are to fail—and those stress responses may remain elevated for the rest of our lives (Crews, D. E., et al., Annals of Human Biology , Vol. 46, No. 1, 2019)
  • In 2017, for example, APA and ecoAmerica defined “eco-anxiety” as “a chronic fear of environmental doom” (APA and ecoAmerica, 2017).
  • It’s not just those directly affected by a disaster who suffer. Often, simply knowing that others are in the path of disaster can trigger anxiety or depression, says Amy Lykins, PhD, an American clinical psychologist and researcher working in Australia and in South Pacific islands such as Fiji
  • It is normal for people to be worried about environmental issues—it isn’t a disorder to be stressed by stressors. “We certainly don’t want to pathologize someone’s reasonable distress about climate and environmental threats,” Doherty says. “But we also don’t want to minimize issues that are causing significant impairment to a person’s life.”
  • According to the February 2020 APA poll, 4 in 10 people have not changed their behavior in light of climate change, but 7 in 10 say they wish they could do more, while 5 in 10 say they don’t know where to begin
  • Other research bears this out: Even when people are concerned about climate change and the environment, they may feel paralyzed or useless when it comes to taking action (Landry, N., et al., Journal of Environmental Psychology , Vol. 55, 2018).
Javier E

How will humanity endure the climate crisis? I asked an acclaimed sci-fi writer | Danie... - 0 views

www.theguardian.com/...te-crisis-kim-stanley-robinson

climate change crisis response politics international humanity science technology writer cli-fi

shared by Javier E on 11 Dec 21 - No Cached
  • To really grasp the present, we need to imagine the future – then look back from it to better see the now. The angry climate kids do this naturally. The rest of us need to read good science fiction. A great place to start is Kim Stanley Robinson.
  • read 11 of his books, culminating in his instant classic The Ministry for the Future, which imagines several decades of climate politics starting this decade.
  • The first lesson of his books is obvious: climate is the story.
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  • What Ministry and other Robinson books do is make us slow down the apocalyptic highlight reel, letting the story play in human time for years, decades, centuries.
  • he wants leftists to set aside their differences, and put a “time stamp on [their] political view” that recognizes how urgent things are. Looking back from 2050 leaves little room for abstract idealism. Progressives need to form “a united front,” he told me. “It’s an all-hands-on-deck situation; species are going extinct and biomes are dying. The catastrophes are here and now, so we need to make political coalitions.”
  • he does want leftists – and everyone else – to take the climate emergency more seriously. He thinks every big decision, every technological option, every political opportunity, warrants climate-oriented scientific scrutiny. Global justice demands nothing less.
  • He wants to legitimize geoengineering, even in forms as radical as blasting limestone dust into the atmosphere for a few years to temporarily dim the heat of the sun
  • Robinson believes that once progressives internalize the insight that the economy is a social construct just like anything else, they can determine – based on the contemporary balance of political forces, ecological needs, and available tools – the most efficient methods for bringing carbon and capital into closer alignment.
  • We live in a world where capitalist states and giant companies largely control science.
  • Yes, we need to consider technologies with an open mind. That includes a frank assessment of how the interests of the powerful will shape how technologies develop
  • Robinson’s imagined future suggests a short-term solution that fits his dreams of a democratic, scientific politics: planning, of both the economy and planet.
  • it’s borrowed from Robinson’s reading of ecological economics. That field’s premise is that the economy is embedded in nature – that its fundamental rules aren’t supply and demand, but the laws of physics, chemistry, biology.
  • The upshot of Robinson’s science fiction is understanding that grand ecologies and human economies are always interdependent.
  • Robinson seems to be urging all of us to treat every possible technological intervention – from expanding nuclear energy, to pumping meltwater out from under glaciers, to dumping iron filings in the ocean – from a strictly scientific perspective: reject dogma, evaluate the evidence, ignore the profit motive.
  • Success will snowball; we’ll democratically plan more and more of the eco-economy.
  • Seen from Mars, then, the problem of 21st-century climate economics is to sync public and private systems of capital with the ecological system of carbon.
  • Robinson’s elegant solution, as rendered in Ministry, is carbon quantitative easing. The idea is that central banks invent a new currency; to earn the carbon coins, institutions must show that they’re sucking excess carbon down from the sky. In his novel, this happens thanks to a series of meetings between United Nations technocrats and central bankers. But the technocrats only win the arguments because there’s enough rage, protest and organizing in the streets to force the bankers’ hand.
  • Robinson thus gets that climate politics are fundamentally the politics of investment – extremely big investments. As he put it to me, carbon quantitative easing isn’t the “silver bullet solution,” just one of several green investment mechanisms we need to experiment with.
  • Robinson shares the great anarchist dream. “Everybody on the planet has an equal amount of power, and comfort, and wealth,” he said. “It’s an obvious goal” but there’s no shortcut.
  • In his political economy, like his imagined settling of Mars, Robinson tries to think like a bench scientist – an experimentalist, wary of unifying theories, eager for many groups to try many things.
  • there’s something liberating about Robinson’s commitment to the scientific method: reasonable people can shed their prejudices, consider all the options and act strategically.
  • The years ahead will be brutal. In Ministry, tens of millions of people die in disasters – and that’s in a scenario that Robinson portrays as relatively optimistic
  • when things get that bad, people take up arms. In Ministry’s imagined future, the rise of weaponized drones allows shadowy environmentalists to attack and kill fossil capitalists. Many – including myself – have used the phrase “eco-terrorism” to describe that violence. Robinson pushed back when we talked. “What if you call that resistance to capitalism realism?” he asked. “What if you call that, well, ‘Freedom fighters’?”
  • Robinson insists that he doesn’t condone the violence depicted in his book; he simply can’t imagine a realistic account of 21st century climate politics in which it doesn’t occur.
  • Malm writes that it’s shocking how little political violence there has been around climate change so far, given how brutally the harms will be felt in communities of color, especially in the global south, who bear no responsibility for the cataclysm, and where political violence has been historically effective in anticolonial struggles.
  • In Ministry, there’s a lot of violence, but mostly off-stage. We see enough to appreciate Robinson’s consistent vision of most people as basically thoughtful: the armed struggle is vicious, but its leaders are reasonable, strategic.
  • the implications are straightforward: there will be escalating violence, escalating state repression and increasing political instability. We must plan for that too.
  • maybe that’s the tension that is Ministry’s greatest lesson for climate politics today. No document that could win consensus at a UN climate summit will be anywhere near enough to prevent catastrophic warming. We can only keep up with history, and clearly see what needs to be done, by tearing our minds out of the present and imagining more radical future vantage points
  • If millions of people around the world can do that, in an increasingly violent era of climate disasters, those people could generate enough good projects to add up to something like a rational plan – and buy us enough time to stabilize the climate, while wresting power from the 1%.
  • Robinson’s optimistic view is that human nature is fundamentally thoughtful, and that it will save us – that the social process of arguing and politicking, with minds as open as we can manage, is a project older than capitalism, and one that will eventually outlive it
  • It’s a perspective worth thinking about – so long as we’re also organizing.
  • Daniel Aldana Cohen is assistant professor of sociology at the University of California, Berkeley, where he directs the Socio-Spatial Climate Collaborative. He is the co-author of A Planet to Win: Why We Need a Green New Deal
Javier E

A Hair-Raising Hypothesis About Rodent Hair - The New York Times - 0 views

www.nytimes.com/...mice-hair-infrared.html

rodent sense perception science

shared by Javier E on 16 Dec 21 - No Cached
  • It’s tough out there for a mouse
  • Mice compensate with sharp senses of sight, hearing and smell. But they may have another set of tools we’ve overlooked. A paper published last week in Royal Society Open Science details striking similarities between the internal structures of certain small mammal and marsupial hairs and those of man-made optical instruments.
  • Over the years, he has developed an appreciation for “how comfortable animals are in complete darkness,” he said. That led him to wonder about the extent of their sensory powers.
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  • Observations of predator behavior further piqued his interest. While filming and playing back his videos, he noted how cats stack their bodies behind their faces when they’re hunting. He interprets this, he said, as cats “trying to hide their heat” with their cold noses. He has also observed barn owls twisting as they swoop down, perhaps to shield their warmer parts — legs and wingpits — with cooler ones.
  • Maybe, he thought, “predators have to conceal their infrared to be able to catch a mouse.”
  • Eventually, these and other musings led Dr. Baker to place mouse hairs under a microscope. As it came into view, he felt a strong sense of familiarity. The guard hair in particular — the bristliest type of mouse hair — contained evenly-spaced bands of pigment that, to Dr. Baker, closely resembled structures that allow optical sensors to tune into specific wavelengths of light.
  • Thermal cameras, for instance, focus specifically on 10-micron radiation: the slice of the spectrum that most closely corresponds with heat released by living things. By measuring the stripes, Dr. Baker found they were tuned to 10 microns as well — apparently homed in on life’s most common heat signature. “That was my Eureka moment,” he said.
Javier E

Opinion | Guns, Germs, Bitcoin and the Antisocial Right - The New York Times - 0 views

www.nytimes.com/...isinformation-coronavirus.html

individualism alt-right right-wing anti-government ideology guns bitcoin vaccine crisis government state of nature

shared by Javier E on 05 Feb 22 - No Cached
  • What do these examples have in common? As Thomas Hobbes could have told you, human beings can only flourish, can only avoid a state of nature in which lives are “nasty, brutish and short,” if they participate in a “commonwealth” — a society in which government takes on much of the responsibility for making life secure.
  • Thus, we have law enforcement precisely so individuals don’t have to go around armed to protect themselves against other people’s violence.
  • Public health policy, if you think about it, reflects the same principle. Individuals can and should take responsibility for their own health, when they can; but the nature of infectious disease means that there is an essential role for collective action
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  • the need for regulation to maintain the reliability of essential aspects of the economy like electricity supply and the monetary system.
  • Which is why I’m calling the modern American right antisocial — because its members reject any policy that relies on social cooperation, and they want us to return instead to Hobbes’s dystopian state of nature
  • why Republicans have become fanatics about cryptocurrency, to the extent that one Senate candidate has defined his position as being “pro-God, pro-family, pro-Bitcoin.” The answer, I’d argue, is that Bitcoin plays into a fantasy of self-sufficient individualism, of protecting your family with your personal AR-15, treating your Covid with an anti-parasite drug or urine and managing your financial affairs with privately created money, untainted by institutions like governments or banks.
  • In the end, none of this will work. Government exists for a reason. But the right’s constant attacks on essential government functions will take a toll, making all of our lives nastier, more brutish and shorter.
Javier E

The 'E-Pimps' of OnlyFans - The New York Times - 0 views

www.nytimes.com/...e-pimps-onlyfans.html

social media psychology sex exploitation commercial business model technology

shared by Javier E on 17 May 22 - No Cached
  • Over the course of two dozen interviews spanning six countries, I’ve discovered a thriving warren of companies employing a similar business model, using ghostwriters on OnlyFans to provide digital intimacy at scale. These agencies operate, out of necessity, a little below the radar. They collectively represent hundreds of models, and some claim to bring in profits that can range into the seven figures annually.
  • OnlyFans started in 2016, and has since emerged as the top platform worldwide for creators to sell monthly subscriptions for self-produced erotic content. The platform has become synonymous with this sort of business, though some use it for other purposes.
  • The real product is relationships. Money from subscriptions can be trivial compared with the profits earned by selling custom videos, sexting sessions and other forms of fan interaction that require more concerted engagement than simply posting to a feed.
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  • This can be extremely time-consuming: In an interview with this magazine last year, an OnlyFans creator said she spends six hours a day just sexting with subscribers. But these relationships are important to cultivate. In a blog post on its website, OnlyFans encourages creators to cater to their “superfans,” who pay for custom content and will “give more if they feel they’re getting something special.”
  • “Every page needs to have an established back story to make the person seem more believable,” it stated. OnlyFans works because people pay for a connection that feels deeper than porn. The document encouraged Ekko’s employees, called page managers, to identify “big spenders” who would part ways with more than $200 in short order, and cultivate a deep rapport by asking about their life and what they do for a living.
  • Above all, the manual emphasized efficiency. Managers were told to answer DMs in less than five minutes, since users were coming to OnlyFans for immediate gratification and would go elsewhere if ignored. It encouraged the creation of keyboard shortcuts, so that managers could deploy an arsenal of rote sexual phrases with a few keystrokes, steering conversations toward the hard sell. It also outlined a series of strategies to boost engagement on the pages, including a gambit in which models would offer to rate a picture of a subscriber’s penis for a fee.
  • But all of them take advantage of the same raw materials: the endless reproducibility of digital images; the widespread global availability of cheap English-speaking labor; and the world’s unquenchable desire for companionship.
  • The key to this business model is the ready availability of cheap English-speaking labor around the globe. Job postings for OnlyFans chatters are widespread on freelance sites like Upwork, many offering as little as $3 an hour. Agency heads told me they’ve hired workers from Eastern Europe, Africa and all across Southeast Asia. “At the end of the day, it is a geo-arbitrage business,”
  • This phenomenon is part of a broader boom in homespun online businesses that connect cheap developing-world labor with American consumers, allowing the proprietor to step back and reap the profits
  • During his stint as a chatter, Andre has become intimately familiar with the quirks and desires of the subscribers. Over time, he’s learned something of a sex-work cliché: More than sexual gratification, he said, many of the guys just want someone to talk to
Javier E

How to Find Joy in Your Sisyphean Existence - The Atlantic - 0 views

www.theatlantic.com/...673248

absurd sisyphus happiness philosophy psychology

shared by Javier E on 05 Mar 23 - No Cached
  • the gods. They took their revenge by condemning Sisyphus to eternal torment in the underworld: He had to roll a huge boulder up a hill. When he reached the top, the stone would roll back down to the bottom, and he would have to start all over, on and on, forever.
  • One could even argue that all of life is Sisyphean: We eat to just get hungry again, and shower just to get dirty again, day after day, until the end.
  • Absurd, isn’t it? Albert Camus, the philosopher and father of a whole school of thought called absurdism, thought so. In his 1942 book The Myth of Sisyphus, Camus singles out Sisyphus as an icon of the absurd, noting that “his scorn of the gods, his hatred of death, and his passion for life won him that unspeakable penalty in which the whole being is exerted toward accomplishing nothing.”
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  • It would be easy to conclude that an absurdist view of life rules out happiness and leads anyone with any sense to despair at her very existence. And yet in his book, Camus concludes, “One must imagine Sisyphus happy
  • this unexpected twist in Camus’ philosophy of life and happiness can help you change your perspective and see your daily struggles in a new, more equanimous way.
  • he argues that despite the hardships of this world, against all apparent odds, human beings regularly experience true happiness. People in terrible circumstances bask in love for one another. They enjoy simple diversions
  • Even Sisyphus was happy, according to Camus, because “the struggle itself toward the heights is enough to fill a man’s heart.” Simply put, he had something to keep him busy.
  • Instead of feeling desperation at the futility of life, Camus tells us to embrace its ridiculousness. It’s the only way to arrive at happiness, the most absurd emotion of all under these circumstances
  • We shouldn’t try to find some cosmic meaning in our relentless routines—getting, spending, eating, working, pushing our own little boulders up our own little hills
  • “Those who prefer their principles over their happiness, they refuse to be happy outside the conditions they seem to have attached to their happiness,”
  • Happiness, for Camus, is an existential declaration of independence. Instead of advising “Don’t worry, be happy,” he offers a rebellious “Tell the universe to go suck eggs, be happy.”
  • If embracing the ridiculous seems impossible to you, Camus says it’s only because of your pride.
  • Instead, we should laugh uproariously at the fact that there is no meaning, and be happy anyway.
  • When the broad sweep of life brings you horror, concentrate on this moment, and savor it. The pleasure and meaning you can find right now are real; the meaninglessness of the future is not.
  • 1. Stand up to your ennui.
  • You can’t necessarily change your perception of the world, but, as I have written, you most certainly can change your response to that perception. Meet that feeling of despair with a personal motto, such as “I don’t know what everything means, but I do know I am alive right now, and I will not squander this moment
  • 2. Look for opportunities to do a little good.
  • One of the best ways to cultivate futility is by focusing on the big things you can’t control—war, natural disasters, hatred—as opposed to the little things you can.
  • Those little things include bringing a small blessing or source of relief to others.
  • if your commute to work is a soul-sucking existential nightmare, don’t ruminate on the cars stopped ahead of you. Rather, focus on making space for that poor sap stuck in the wrong lane who’s desperately trying to merge
  • 3. Be fully present.
  • Absurdity tends to sting only when we see it from the “outside”; for example, when you think about how meaningless it has been to wash the dishes every day in the past only to find them dirty again right now—and imagine the countless dish washings that the rest of your life will comprise.
  • Confronting the absurd is much more comfortable when you do so with mindfulness.
  • “While washing the dishes one should only be washing the dishes, which means that while washing the dishes one should be completely aware of the fact that one is washing the dishes.
  • In fact, each of us can consciously implement Camus’ absurdism in order to forge a happier life. Here are three practical ways to find joy in the ridiculous.
  • Some mornings, I wake up seeing only boulders and can’t face pushing them once again up that hill
  • Those are the days when my old friend Camus comes in handy. Instead of despairing of the absurdity of life, I lean into it, laugh at it, and start my day in a light mood. Then I gather my beloved boulders and set out for the nearest hill.
Javier E

GPT-4 has arrived. It will blow ChatGPT out of the water. - The Washington Post - 0 views

www.washingtonpost.com/...it-will-blow-chatgpt-out-water

AI chatbot evolution assessment

shared by Javier E on 15 Mar 23 - No Cached
  • GPT-4, in contrast, is a state-of-the-art system capable of creating not just words but describing images in response to a person’s simple written commands.
  • When shown a photo of a boxing glove hanging over a wooden seesaw with a ball on one side, for instance, a person can ask what will happen if the glove drops, and GPT-4 will respond that it would hit the seesaw and cause the ball to fly up.
  • an AI program, known as a large language model, that early testers had claimed was remarkably advanced in its ability to reason and learn new things
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  • hose promises have also fueled anxiety over how people will be able to compete for jobs outsourced to eerily refined machines or trust the accuracy of what they see online.
  • Officials with the San Francisco lab said GPT-4’s “multimodal” training across text and images would allow it to escape the chat box and more fully emulate a world of color and imagery, surpassing ChatGPT in its “advanced reasoning capabilities.”
  • A person could upload an image and GPT-4 could caption it for them, describing the objects and scene.
  • AI language models often confidently offer wrong answers because they are designed to spit out cogent phrases, not actual facts. And because they have been trained on internet text and imagery, they have also learned to emulate human biases of race, gender, religion and class.
  • GPT-4 still makes many of the errors of previous versions, including “hallucinating” nonsense, perpetuating social biases and offering bad advice. It also lacks knowledge of events that happened after about September 2021, when its training data was finalized, and “does not learn from its experience,” limiting people’s ability to teach it new things.
  • Microsoft has invested billions of dollars in OpenAI in the hope its technology will become a secret weapon for its workplace software, search engine and other online ambitions. It has marketed the technology as a super-efficient companion that can handle mindless work and free people for creative pursuits, helping one software developer to do the work of an entire team or allowing a mom-and-pop shop to design a professional advertising campaign without outside help.
  • it could lead to business models and creative ventures no one can predict.
  • sparked criticism that the companies are rushing to exploit an untested, unregulated and unpredictable technology that could deceive people, undermine artists’ work and lead to real-world harm.
  • the company held back the feature to better understand potential risks. As one example, she said, the model might be able to look at an image of a big group of people and offer up known information about them, including their identities — a possible facial recognition use case that could be used for mass surveillance.
  • OpenAI researchers wrote, “As GPT-4 and AI systems like it are adopted more widely,” they “will have even greater potential to reinforce entire ideologies, worldviews, truths and untruths, and to cement them or lock them in.”
  • “We can agree as a society broadly on some harms that a model should not contribute to,” such as building a nuclear bomb or generating child sexual abuse material, she said. “But many harms are nuanced and primarily affect marginalized groups,” she added, and those harmful biases, especially across other languages, “cannot be a secondary consideration in performance.”
  • OpenAI said its new model would be able to handle more than 25,000 words of text, a leap forward that could facilitate longer conversations and allow for the searching and analysis of long documents.
  • OpenAI developers said GPT-4 was more likely to provide factual responses and less likely to refuse harmless requests
  • Duolingo, the language learning app, has already used GPT-4 to introduce new features, such as an AI conversation partner and a tool that tells users why an answer was incorrect.
  • The company did not share evaluations around bias that have become increasingly common after pressure from AI ethicists.
  • GPT-4 will have competition in the growing field of multisensory AI. DeepMind, an AI firm owned by Google’s parent company Alphabet, last year released a “generalist” model named Gato that can describe images and play video games. And Google this month released a multimodal system, PaLM-E, that folded AI vision and language expertise into a one-armed robot on wheels: If someone told it to go fetch some chips, for instance, it could comprehend the request, wheel over to a drawer and choose the right bag.
  • The systems, though — as critics and the AI researchers are quick to point out — are merely repeating patterns and associations found in their training data without a clear understanding of what it’s saying or when it’s wrong.
  • GPT-4, the fourth “generative pre-trained transformer” since OpenAI’s first release in 2018, relies on a breakthrough neural-network technique in 2017 known as the transformer that rapidly advanced how AI systems can analyze patterns in human speech and imagery.
  • The systems are “pre-trained” by analyzing trillions of words and images taken from across the internet: news articles, restaurant reviews and message-board arguments; memes, family photos and works of art.
  • Giant supercomputer clusters of graphics processing chips are mapped out their statistical patterns — learning which words tended to follow each other in phrases, for instance — so that the AI can mimic those patterns, automatically crafting long passages of text or detailed images, one word or pixel at a time.
  • In 2019, the company refused to publicly release GPT-2, saying it was so good they were concerned about the “malicious applications” of its use, from automated spam avalanches to mass impersonation and disinformation campaigns.
  • Altman has also marketed OpenAI’s vision with the aura of science fiction come to life. In a blog post last month, he said the company was planning for ways to ensure that “all of humanity” benefits from “artificial general intelligence,” or AGI — an industry term for the still-fantastical idea of an AI superintelligence that is generally as smart as, or smarter than, the humans themselves.
Javier E

Opinion | Lower fertility rates are the new cultural norm - The Washington Post - 0 views

www.washingtonpost.com/...estigating-low-fertility-rates

fertility rate us research psychology social media tech norm

shared by Javier E on 30 Mar 23 - No Cached
  • The percentage who say that having children is very important to them has dropped from 43 percent to 30 percent since 2019. This fits with data showing that, since 2007, the total fertility rate in the United States has fallen from 2.1 lifetime births per woman, the “replacement rate” necessary to sustain population levels, to just 1.64 in 2020.
  • The U.S. economy is losing an edge that robust population dynamics gave it relative to low-birth-rate peer nations in Japan and Western Europe; this country, too, faces chronic labor-supply constraints as well as an even less favorable “dependency ratio” between workers and retirees than it already expected.
  • A possibility worth considering, they suggested, is that young adults who experienced “intensive parenting” as children now balk at the heavy investment of time and resources needed to raise their own kids that way: It would clash with their career and leisure goals.
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  • New financial constraints on family formation are a potential cause, as implied by another striking finding in the Journal poll — 78 percent of adults lack confidence this generation of children will enjoy a better life than they do.
  • Yet a recent analysis for the Aspen Economic Strategy Group by Melissa S. Kearney and Phillip B. Levine, economics professors at the University of Maryland and Wellesley College, respectively, determined that “beyond the temporary effects of the Great Recession, no recent economic or policy change is responsible for a meaningful share of the decline in the US fertility rate since 2007.”
  • Their study took account of such factors as the high cost of child care, student debt service and housing as well as Medicaid coverage and the wider availability of long-acting reversible contraception. Yet they had “no success finding evidence” that any of these were decisive.
  • Kearney and Levine speculated instead that the answers lie in the cultural zeitgeist — “shifting priorities across cohorts of young adults,”
  • the timing and the magnitude of such a demographic sea-change cry out for explanation. What happened in 2007?
  • another event that year: Apple released the first iPhone, a revolutionary cultural moment if there ever was one. The ensuing smartphone-enabled social media boom — Facebook had opened membership to anyone older than 13 in 2006 — forever changed how human beings relate with one another.
  • We are just beginning to understand this development’s effect on mental health, education, religious observance, community cohesion — everything. Why wouldn’t it also affect people’s willingness to have children?
  • one indirect way new media affect childbearing rates is through “time competition effects” — essentially, hours spent watching the tube cannot be spent forming romantic partnerships.
  • a 2021 review of survey data on young adults and adolescents in the United States and other countries, the years between 2009 and 2018 saw a marked decline in reported sexual activity.
  • the authors hypothesized that people are distracted from the search for partners by “increasing use of computer games and social media.
  • during the late 20th century, Brazil’s fertility rates fell after women who watched soap operas depicting smaller families sought to emulate them by having fewer children themselves.
  • This may be an area where incentives do not influence behavior, at least not enough. Whether the cultural shift to lower birthrates occurs on an accelerated basis, as in the United States after 2007, or gradually, as it did in Japan, it appears permanent — “sticky,” as policy wonks say.
Javier E

Why Is Finland the Happiest Country on Earth? The Answer Is Complicated. - The New York... - 0 views

www.nytimes.com/...inland-happiness-optimism.html

finland happiness perseverance enough content psychology bias education

shared by Javier E on 02 Apr 23 - No Cached
  • the United Nations Sustainable Development Solutions Network released its annual World Happiness Report, which rates well-being in countries around the world. For the sixth year in a row, Finland was ranked at the very top.
  • “I wouldn’t say that I consider us very happy,” said Nina Hansen, 58, a high school English teacher from Kokkola, a midsize city on Finland’s west coast. “I’m a little suspicious of that word, actually.”
  • what, supposedly, makes Finland so happy. Our subjects ranged in age from 13 to 88 and represented a variety of genders, sexual orientations, ethnic backgrounds and professions
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  • While people praised Finland’s strong social safety net and spoke glowingly of the psychological benefits of nature and the personal joys of sports or music, they also talked about guilt, anxiety and loneliness. Rather than “happy,” they were more likely to characterize Finns as “quite gloomy,” “a little moody” or not given to unnecessary smiling
  • Many also shared concerns about threats to their way of life, including possible gains by a far-right party in the country’s elections in April, the war in Ukraine and a tense relationship with Russia, which could worsen now that Finland is set to join NATO.
  • It turns out even the happiest people in the world aren’t that happy. But they are something more like content.
  • Finns derive satisfaction from leading sustainable lives and perceive financial success as being able to identify and meet basic need
  • “In other words,” he wrote in an email, “when you know what is enough, you are happy.”
  • “‘Happiness,’ sometimes it’s a light word and used like it’s only a smile on a face,” Teemu Kiiski, the chief executive of Finnish Design Shop, said. “But I think that this Nordic happiness is something more foundational.”
  • e conventional wisdom is that it’s easier to be happy in a country like Finland where the government ensures a secure foundation on which to build a fulfilling life and a promising future. But that expectation can also create pressure to live up to the national reputation.
  • “We are very privileged and we know our privilege,” said Clara Paasimaki, 19, one of Ms. Hansen’s students in Kokkola, “so we are also scared to say that we are discontent with anything, because we know that we have it so much better than other people,” especially in non-Nordic countries.
  • “The fact that Finland has been ‘the happiest country on earth’ for six years in a row could start building pressure on people,” he wrote in an email. “If we Finns are all so happy, why am I not happy?
  • Since immigrating from Zimbabwe in 1992, Julia Wilson-Hangasmaa, 59, has come to appreciate the freedom Finland affords people to pursue their dreams without worrying about meeting basic needs
  • “Back in the day when it wasn’t that easy to survive the winter, people had to struggle, and then it’s kind of been passed along the generations,” said Ms. Paasimaki’s classmate Matias From, 18. “Our parents were this way. Our grandparents were this way. Tough and not worrying about everything. Just living life.”
  • The Finnish way of life is summed up in “sisu,” a trait said to be part of the national character. The word roughly translates to “grim determination in the face of hardships,” such as the country’s long winters: Even in adversity, a Finn is expected to persevere, without complaining.
  • When she returns to her home country, she is struck by the “good energy” that comes not from the satisfaction of sisu but from exuberant joy.
  • “What I miss the most, I realize when I enter Zimbabwe, are the smiles,” she said, among “those people who don’t have much, compared to Western standards, but who are rich in spirit.”
  • Many of our subjects cited the abundance of nature as crucial to Finnish happiness: Nearly 75 percent of Finland is covered by forest, and all of it is open to everyone thanks to a law known as “jokamiehen oikeudet,” or “everyman’s right,” that entitles people to roam freely throughout any natural areas, on public or privately owned land.
  • “I enjoy the peace and movement in nature,” said Helina Marjamaa, 66, a former track athlete who represented the country at the 1980 and 1984 Olympic Games. “That’s where I get strength. Birds are singing, snow is melting, and nature is coming to life. It’s just incredibly beautiful.”
  • “I am worried with this level of ignorance we have toward our own environment,” he said, citing endangered species and climate change. The threat, he said, “still doesn’t seem to shift the political thinking.”
  • Born 17 years after Finland won independence from Russia, Eeva Valtonen has watched her homeland transform: from the devastation of World War II through years of rebuilding to a nation held up as an exemplar to the world.
  • “My mother used to say, ‘Remember, the blessing in life is in work, and every work you do, do it well,’” Ms. Valtonen, 88, said. “I think Finnish people have been very much the same way. Everybody did everything together and helped each other.”
  • Maybe it isn’t that Finns are so much happier than everyone else. Maybe it’s that their expectations for contentment are more reasonable, and if they aren’t met, in the spirit of sisu, they persevere.
  • “We don’t whine,” Ms. Eerikainen said. “We just do.”
Javier E

Who is Andrew Tate, the misogynist hero to millions of young men? | The Economist - 0 views

www.economist.com/...-hero-to-millions-of-young-men

misogyny influencer TikTok Gen Z

shared by Javier E on 31 Dec 22 - No Cached
  • what sets Mr Tate apart from other alt-right social-media personalities and previous anti-feminist online movements is the extent to which his views have found a ready audience among teenage boys.
  • In 2021 Mr Tate established Hustlers University, an online platform where young men could take courses in business and investing for $49.99 a month. It also gave students financial rewards for promoting Mr Tate’s misogynist ideas via a now-suspended affiliate marketing programme. Thanks to a continuing stream of fan-generated content, his views have proliferated on social media even though most platforms have banned his accounts.
  • Part of the reason why Mr Tate has found success specifically on TikTok is that its algorithm is uniquely predictive, appearing not only to rely on the content users watch and recommend, but making assumptions about their potential interests
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  • That has made him the most popular influencer among American Gen-Zers, according to a twice-yearly survey of 14,500 of the country’s teenage boys and girls by Piper Sandler, a finance company that researches consumer data. Teachers have reported boys as young as 11 praising and emulating him.
Javier E

Opinion | Tesla suffers from the boss's addiction to Twitter - The Washington Post - 0 views

www.washingtonpost.com/...n-musk-tesla-twitter-obsession

twitter musk social media technology status

shared by Javier E on 05 Jan 23 - No Cached
  • For some perspective on what’s happening with Elon Musk and Twitter, I suggest spending a few minutes familiarizing yourself with one of Twitter’s sillier episodes from the past, a fight that erupted almost a year ago between the “shape rotators” of Silicon Valley and the “wordcels” (aspersion intended) of journalism and related professions. Many of the combatants were, at first, merely fighting over which group should have higher social status (theirs), but the episode also highlighted real divisions between West Coast and East — math and verbal, free-speech culture and safety culture, people who make things happen and people who talk about them afterward.
  • For years now, conflict between the two groups has been boiling over onto social media, into courtrooms and onto the pages of major news outlets. Team Shape Rotator believes Team Wordcel is parasitic and dangerous, ballyragging institutions into curbing both free speech and innovation in the name of safety. Team “Stop calling me a Wordcel” sees its opponents as self-centered and reckless, disrupting and mean-meming their way toward some vaguely imagined doom.
  • his audacity seems to be backfiring, as of course did Napoleon’s eventually.
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  • You can think of Musk’s acquisition of Twitter as the latest sortie, a takeover of the ultimate wordcel site by the world’s most successful shape rotator.
  • more likely, he fell prey to a different delusion, one in which the shape rotators and the wordcels are united: thinking of Twitter in terms of words and arguments, as a “digital public square” where vital questions are hashed out. It is that, sometimes, but that’s not what it’s designed for. It’s designed to maximize engagement, which is to say, it’s an addiction machine for the highly verbal.
  • Both groups theoretically understand what the machine is doing — the wordcels write endless articles about bad algorithms, and the shape rotators build them. But both nonetheless talk as though they’re saving the world even as they compulsively follow the programming. The shape rotators bait the wordcels because that’s what makes the machine spit out more rewarding likes and retweets. We wordcels return the favor for the same reason.
  • Musk could theoretically rework Twitter’s architecture to downrank provocation and make it less addictive. But of course, that would make it a less profitable business
  • More to the point, the reason he bought it is that he, like his critics, is hooked on it the way it is now. Unfortunately for Tesla shareholders, Musk has now put himself in the position of a dealer who can spend all day getting high on his own supply.
Javier E

For Lee Tilghman, There Is Life After Influencing - The New York Times - 0 views

www.nytimes.com/...lee-tilghman-influencer.html

influencer social media lifestyle

shared by Javier E on 12 Apr 23 - No Cached
  • At her first full-time job since leaving influencing, the erstwhile smoothie-bowl virtuoso Lee Tilghman stunned a new co-worker with her enthusiasm for the 9-to-5 grind.
  • The co-worker pulled her aside that first morning, wanting to impress upon her the stakes of that decision. “This is terrible,” he told her. “Like, I’m at a desk.”“You don’t get it,” Ms. Tilghman remembered saying. “You think you’re a slave, but you’re not.” He had it backward, she added. “When you’re an influencer, then you have chains on.’”
  • In the late 2010s, for a certain subset of millennial women, Ms. Tilghman was wellness culture, a warm-blooded mood board of Outdoor Voices workout sets, coconut oil and headstands. She had earned north of $300,000 a year — and then dropped more than 150,000 followers, her entire management team, and most of her savings to become an I.R.L. person.
  • ...8 more annotations...
  • The corporate gig, as a social media director for a tech platform, was a revelation. “I could just show up to work and do work,” Ms. Tilghman said. After she was done, she could leave. She didn’t have to be a brand. There’s no comments section at an office job.
  • In 2019, a Morning Consult report found that 54 percent of Gen Z and millennial Americans were interested in becoming influencers. (Eighty-six percent said they would be willing to post sponsored content for money.)
  • If social media has made audiences anxious, it’s driving creators to the brink. In 2021, the TikTok breakout star Charli D’Amelio said she had “lost the passion” for posting videos. A few months later, Erin Kern announced to her 600,000 Instagram followers that she would be deactivating her account @cottonstem; she had been losing her hair, and her doctors blamed work-induced stress
  • Other influencers faded without fanfare — teens whose mental health had taken too much of a hit and amateur influencers who stopped posting after an algorithm tweak tanked their metrics. Some had been at this for a decade or more, starting at 12 or 14 or 19.
  • She posted less, testing out new identities that she hoped wouldn’t touch off the same spiral that wellness had. There were dancing videos, dog photos, interior design. None of it stuck. (“You can change the niche, but you’re still going to be performing your life for content,” she explained over lunch.)
  • Ms. Tilghman’s problem — as the interest in the workshop, which she decided to cap at 15, demonstrated — is that she has an undeniable knack for this. In 2022, she started a Substack to continue writing, thinking of it as a calling card while she applied to editorial jobs; it soon amassed 20,000 subscribers. It once had a different name, but now it’s called “Offline Time.” The paid tier costs $5 a month.
  • Casey Lewis, who helms the After School newsletter about Gen Z consumer trends, predicts more pivots and exits. TikTok has elevated creators faster than other platforms and burned them out quicker, she said.
  • Ms. Lewis expects a swell of former influencers taking jobs with P.R. agencies, marketing firms and product development conglomerates. She pointed out that creators have experience not just in video and photo editing, but in image management, crisis communication and rapid response. “Those skills do transfer,” she said.
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