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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. 
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An Existential Problem in the Search for Alien Life - The Atlantic - 0 views

www.theatlantic.com/...676238 life problem essence controversy n=1 definition explanation science research knowledge
shared by Javier E on 06 Dec 23 - No Cached
  • The fact is, we still don’t know what life is.
  • since the days of Aristotle, scientists and philosophers have struggled to draw a precise line between what is living and what is not, often returning to criteria such as self-organization, metabolism, and reproduction but never finding a definition that includes, and excludes, all the right things.
  • If you say life consumes fuel to sustain itself with energy, you risk including fire; if you demand the ability to reproduce, you exclude mules. NASA hasn’t been able to do better than a working definition: “Life is a self-sustaining chemical system capable of Darwinian evolution.”
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  • it lacks practical application. If humans found something on another planet that seemed to be alive, how much time would we have to sit around and wait for it to evolve?
  • The only life we know is life on Earth. Some scientists call this the n=1 problem, where n is the number of examples from which we can generalize.
  • Cronin studies the origin of life, also a major interest of Walker’s, and it turned out that, when expressed in math, their ideas were essentially the same. They had both zeroed in on complexity as a hallmark of life. Cronin is devising a way to systematize and measure complexity, which he calls Assembly Theory.
  • What we really want is more than a definition of life. We want to know what life, fundamentally, is. For that kind of understanding, scientists turn to theories. A theory is a scientific fundamental. It not only answers questions, but frames them, opening new lines of inquiry. It explains our observations and yields predictions for future experiments to test.
  • Consider the difference between defining gravity as “the force that makes an apple fall to the ground” and explaining it, as Newton did, as the universal attraction between all particles in the universe, proportional to the product of their masses and so on. A definition tells us what we already know; a theory changes how we understand things.
  • the potential rewards of unlocking a theory of life have captivated a clutch of researchers from a diverse set of disciplines. “There are certain things in life that seem very hard to explain,” Sara Imari Walker, a physicist at Arizona State University who has been at the vanguard of this work, told me. “If you scratch under the surface, I think there is some structure that suggests formalization and mathematical laws.”
  • Walker doesn’t think about life as a biologist—or an astrobiologist—does. When she talks about signs of life, she doesn’t talk about carbon, or water, or RNA, or phosphine. She reaches for different examples: a cup, a cellphone, a chair. These objects are not alive, of course, but they’re clearly products of life. In Walker’s view, this is because of their complexity. Life brings complexity into the universe, she says, in its own being and in its products, because it has memory: in DNA, in repeating molecular reactions, in the instructions for making a chair.
  • He measures the complexity of an object—say, a molecule—by calculating the number of steps necessary to put the object’s smallest building blocks together in that certain way. His lab has found, for example, when testing a wide range of molecules, that those with an “assembly number” above 15 were exclusively the products of life. Life makes some simpler molecules, too, but only life seems to make molecules that are so complex.
  • I reach for the theory of gravity as a familiar parallel. Someone might ask, “Okay, so in terms of gravity, where are we in terms of our understanding of life? Like, Newton?” Further back, further back, I say. Walker compares us to pre-Copernican astronomers, reliant on epicycles, little orbits within orbits, to make sense of the motion we observe in the sky. Cleland has put it in terms of chemistry, in which case we’re alchemists, not even true chemists yet
  • Walker’s whole notion is that it’s not only theoretically possible but genuinely achievable to identify something smaller—much smaller—that still nonetheless simply must be the result of life. The model would, in a sense, function like biosignatures as an indication of life that could be searched for. But it would drastically improve and expand the targets.
  • Walker would use the theory to predict what life on a given planet might look like. It would require knowing a lot about the planet—information we might have about Venus, but not yet about a distant exoplanet—but, crucially, would not depend at all on how life on Earth works, what life on Earth might do with those materials.
  • Without the ability to divorce the search for alien life from the example of life we know, Walker thinks, a search is almost pointless. “Any small fluctuations in simple chemistry can actually drive you down really radically different evolutionary pathways,” she told me. “I can’t imagine [life] inventing the same biochemistry on two worlds.”
  • Walker’s approach is grounded in the work of, among others, the philosopher of science Carol Cleland, who wrote The Quest for a Universal Theory of Life.
  • she warns that any theory of life, just like a definition, cannot be constrained by the one example of life we currently know. “It’s a mistake to start theorizing on the basis of a single example, even if you’re trying hard not to be Earth-centric. Because you’re going to be Earth-centric,” Cleland told me. In other words, until we find other examples of life, we won’t have enough data from which to devise a theory. Abstracting away from Earthliness isn’t a way to be agnostic, Cleland argues. It’s a way to be too abstract.
  • Cleland calls for a more flexible search guided by what she calls “tentative criteria.” Such a search would have a sense of what we’re looking for, but also be open to anomalies that challenge our preconceptions, detections that aren’t life as we expected but aren’t familiar not-life either—neither a flower nor a rock
  • it speaks to the hope that exploration and discovery might truly expand our understanding of the cosmos and our own world.
  • The astrobiologist Kimberley Warren-Rhodes studies life on Earth that lives at the borders of known habitability, such as in Chile’s Atacama Desert. The point of her experiments is to better understand how life might persist—and how it might be found—on Mars. “Biology follows some rules,” she told me. The more of those rules you observe, the better sense you have of where to look on other worlds.
  • In this light, the most immediate concern in our search for extraterrestrial life might be less that we only know about life on Earth, and more that we don’t even know that much about life on Earth in the first place. “I would say we understand about 5 percent,” Warren-Rhodes estimates of our cumulative knowledge. N=1 is a problem, and we might be at more like n=.05.
  • who knows how strange life on another world might be? What if life as we know it is the wrong life to be looking for?
  • We understand so little, and we think we’re ready to find other life?
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'I Am Sorry': Harvard President Gay Addresses Backlash Over Congressional Testimony on ... - 0 views

www.thecrimson.com/...-apology-congressional-remarks harvard president anti-Semitism congressional testimony truth language education
shared by Javier E on 10 Dec 23 - No Cached
  • “I am sorry,” Gay said in an interview with The Crimson on Thursday. “Words matter.”“When words amplify distress and pain, I don’t know how you could feel anything but regret,” Gay added.
  • But Stefanik pressed Gay to give a yes or no answer to the question about whether calls for the genocide of Jews constitute a violation of Harvard’s policies.“Antisemitic speech when it crosses into conduct that amounts to bullying, harassment, intimidation — that is actionable conduct and we do take action,” Gay said.
  • “Substantively, I failed to convey what is my truth,” Gay added
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  • “I got caught up in what had become at that point, an extended, combative exchange about policies and procedures,” Gay said in the interview. “What I should have had the presence of mind to do in that moment was return to my guiding truth, which is that calls for violence against our Jewish community — threats to our Jewish students — have no place at Harvard, and will never go unchallenged.”
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Stop Trying to Have an Impact - Take Inspired Action Instead | by JB Hollows | Oct, 202... - 0 views

betterhumans.pub/ed-action-instead-6f60a4d46722 response climate change psychology
shared by Javier E on 28 Oct 23 - No Cached
  • When asked why I do this work, why I put in the hours for often little financial return, and why I spend thousands on my development, the answer is often, “To make the world a better place.”
  • I’ve been a changemaker for over ten years. I’ve coached and mentored hundreds of people. I’ve run wellness workshops in prisons and businesses
  • Very honourable, you may think. But what does it really mean?
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  • I dug deeper into what lies beneath these grand ideas. What’s the one thing each of us could do that would lead to potential world change?
  • There’s an old African proverb: “Each One Teach One”. The phrase originated in the United States when Africans were enslaved and denied education. When someone learned how to read or write, it became their responsibility to teach someone else.
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Google's Relationship With Facts Is Getting Wobblier - The Atlantic - 0 views

www.theatlantic.com/...675899 google accuracy AI search nonsense knowledge research technology
shared by Javier E on 07 Nov 23 - No Cached
  • Misinformation or even disinformation in search results was already a problem before generative AI. Back in 2017, The Outline noted that a snippet once confidently asserted that Barack Obama was the king of America.
  • This is what experts have worried about since ChatGPT first launched: false information confidently presented as fact, without any indication that it could be totally wrong. The problem is “the way things are presented to the user, which is Here’s the answer,” Chirag Shah, a professor of information and computer science at the University of Washington, told me. “You don’t need to follow the sources. We’re just going to give you the snippet that would answer your question. But what if that snippet is taken out of context?”
  • Responding to the notion that Google is incentivized to prevent users from navigating away, he added that “we have no desire to keep people on Google.
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  • Pandu Nayak, a vice president for search who leads the company’s search-quality teams, told me that snippets are designed to be helpful to the user, to surface relevant and high-caliber results. He argued that they are “usually an invitation to learn more” about a subject
  • “It’s a strange world where these massive companies think they’re just going to slap this generative slop at the top of search results and expect that they’re going to maintain quality of the experience,” Nicholas Diakopoulos, a professor of communication studies and computer science at Northwestern University, told me. “I’ve caught myself starting to read the generative results, and then I stop myself halfway through. I’m like, Wait, Nick. You can’t trust this.”
  • Nayak said the team focuses on the bigger underlying problem, and whether its algorithm can be trained to address it.
  • If Nayak is right, and people do still follow links even when presented with a snippet, anyone who wants to gain clicks or money through search has an incentive to capitalize on that—perhaps even by flooding the zone with AI-written content.
  • Nayak told me that Google plans to fight AI-generated spam as aggressively as it fights regular spam, and claimed that the company keeps about 99 percent of spam out of search results.
  • The result is a world that feels more confused, not less, as a result of new technology.
  • The Kenya result still pops up on Google, despite viral posts about it. This is a strategic choice, not an error. If a snippet violates Google policy (for example, if it includes hate speech) the company manually intervenes and suppresses it, Nayak said. However, if the snippet is untrue but doesn’t violate any policy or cause harm, the company will not intervene.
  • experts I spoke with had several ideas for how tech companies might mitigate the potential harms of relying on AI in search
  • For starters, tech companies could become more transparent about generative AI. Diakopoulos suggested that they could publish information about the quality of facts provided when people ask questions about important topics
  • They can use a coding technique known as “retrieval-augmented generation,” or RAG, which instructs the bot to cross-check its answer with what is published elsewhere, essentially helping it self-fact-check. (A spokesperson for Google said the company uses similar techniques to improve its output.) They could open up their tools to researchers to stress-test it. Or they could add more human oversight to their outputs, maybe investing in fact-checking efforts.
  • Fact-checking, however, is a fraught proposition. In January, Google’s parent company, Alphabet, laid off roughly 6 percent of its workers, and last month, the company cut at least 40 jobs in its Google News division. This is the team that, in the past, has worked with professional fact-checking organizations to add fact-checks into search results
  • Alex Heath, at The Verge, reported that top leaders were among those laid off, and Google declined to give me more information. It certainly suggests that Google is not investing more in its fact-checking partnerships as it builds its generative-AI tool.
  • Nayak acknowledged how daunting a task human-based fact-checking is for a platform of Google’s extraordinary scale. Fifteen percent of daily searches are ones the search engine hasn’t seen before, Nayak told me. “With this kind of scale and this kind of novelty, there’s no sense in which we can manually curate results.”
  • Creating an infinite, largely automated, and still accurate encyclopedia seems impossible. And yet that seems to be the strategic direction Google is taking.
  • A representative for Google told me that this was an example of a “false premise” search, a type that is known to trip up the algorithm. If she were trying to date me, she argued, she wouldn’t just stop at the AI-generated response given by the search engine, but would click the link to fact-check it.
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Every Annoying Letterboxd Behavior - Freddie deBoer - 0 views

freddiedeboer.substack.com/...y-annoying-letterboxd-behavior social media language bias
shared by Javier E on 21 Dec 23 - No Cached
  • as a social network it’s a) made up of humans who are b) trying to stand out from the crowd like a goth at the homecoming pep rally.
  • Here’s a list of some of the many annoying things people do
  • Like-whoring by writing tweets instead of reviews. Like-whoring is the basic problem with every social network depraved enough to have a “like” function, of course. The most obvious like-whoring behavior on Letterboxd is the shoehorned-in one-liner review. On rare occasions, these are funny and apt and really say something; mostly, they’re people desperately trying to appear witty to strangers and succeeding only in appearing desperate
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  • Doing the opposite by writing a dissertation. The endless look-at-me-I’m-so-cute one-line reviews are a constant on Letterboxd, but there’s plenty that go too far the other way, too. I love a good longform review that does a deep dive and carefully considers themes, of a kind that wasn’t really possible in the era of all-print media. But this is not the venue. Start a blog like everybody else.
  • match your engagement to the structure of the network.
  • Fake contrarianism.
  • Comparing your taste to some other party who you know will be unpopular with other users.
  • Utterly superficial appeals to facile political critiques. These are usually wrong, and when right are shooting the fattest of fish in the smallest of barrels. Yes, Gone With the Wind is pretty fucked up in 2023 political terms! Where would we be without your wisdom to guide us? Using politics to inform a review is great. Explaining why the implicit or explicit political themes of a movie are trouble is fine. Arriving at a pat political condemnation as a substitute for having an aesthetic take on a movie is boring and pointless.
  • Inventing your own scoring system in a network with a five-star system. 78/100! B+! Three boxes of popcorn! There’s a star system right there baked into the app, jackass.
  • Pretending to believe (but not really believing) that people won’t recognize your name as a professional film critic
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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.
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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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  • 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.
  • “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.
  • 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.”
  • 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
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The Disneyfication of Prince Harry | The Spectator - 0 views

www.spectator.co.uk/...disneyfication-of-prince-harry infantilization uk royals culture psychology education
shared by Javier E on 14 Feb 23 - No Cached
  • Watching these films appears to be a childhood habit Harry never gave up – and several of the strands of the story he has so publicly told about himself seem to have echoes of these cartoons The original Lion King came out in 1994, shortly after Harry’s tenth birthday, so he was its prime target audience. The film tells the story of a boy prince, Simba, who is haunted by guilt over the death of a parent, detailing his struggles to find a pathway into adulthood – which he accomplishes through a judicious mixture of martial action and emotional sensitivity, becoming heroic in the process. 
  • So much of Harry’s turmoil is foreshadowed in Disney, it seems. Perhaps even in remaining true to his childhood vision of the world and its realities he is the boy who never grew up – Peter Pan.
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Dispute Within Art Critics Group Over Diversity Reveals a Widening Rift - The New York ... - 0 views

www.nytimes.com/...-aica-rift-diversity-jobs.html art criticism diversity history crisis culture economics analysis outlook
shared by Javier E on 11 Feb 23 - No Cached
  • Amussen, 33, is the editor of Burnaway, which focuses on criticism in the American South and often features young Black artists. (The magazine started in 2008 in response to layoffs at the Atlanta Journal-Constitution’s culture section and now runs as a nonprofit with four full-time employees and a budget that mostly consists of grants.)
  • Efforts to revive AICA-USA are continuing. In January, Jasmine Amussen joined the organization’s board to help rethink the meaning of criticism for a younger generation.
  • The organization has yearly dues of $115 and provides free access to many museums. But some members complained that the fee was too expensive for young critics, yet not enough to support significant programming.
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  • “It just came down to not having enough money,” said Terence Trouillot, a senior editor at Frieze, a contemporary art magazine . He spent nearly three years on the AICA-USA board, resigning in 2022. He said that initiatives to re-energize the group “were just moving too slowly.”
  • According to Lilly Wei, a longtime AICA-USA board member who recently resigned, the group explored different ways of protecting writers in the industry. There were unrealized plans of turning the organization into a union; others hoped to create a permanent emergency fund to keep financially struggling critics afloat. She said the organization has instead canceled initiatives, including an awards program for the best exhibitions across the country.
  • Large galleries — including Gagosian, Hauser & Wirth, and Pace Gallery — now produce their own publications with interviews and articles sometimes written by the same freelance critics who simultaneously moonlight as curators and marketers. Within its membership, AICA-USA has a number of writers who belong to all three categories.
  • “It’s crazy that the ideal job nowadays is producing catalog essays for galleries, which are basically just sales pitches,” Dillon said in a phone interview. “Critical thinking about art is not valued financially.”
  • Noah Dillon, who was on the AICA-USA board until he resigned last year, has been reluctant to recommend that anyone follow his path to become a critic. Not that they could. The graduate program in art writing that he attended at the School of Visual Arts in Manhattan also closed during the pandemic.
  • David Velasco, editor in chief of Artforum, said in an interview that he hoped the magazine’s acquisition would improve the publication’s financial picture. The magazine runs nearly 700 reviews a year, Velasco said; about half of those run online and pay $50 for roughly 250 words. “Nobody I know who knows about art does it for the money,” Velasco said, “but I would love to arrive at a point where people could.”
  • While most editors recognize the importance of criticism in helping readers decipher contemporary art, and the multibillion-dollar industry it has created, venues for such writing are shrinking. Over the years, newspapers including The Philadelphia Inquirer and The Miami Herald have trimmed critics’ jobs.
  • In December, the Penske Media Corporation announced that it had acquired Artforum, a contemporary art journal, and was bringing the title under the same ownership as its two competitors, ARTnews and Art in America. Its sister publication, Bookforum, was not acquired and ceased operations. Through the pandemic, other outlets have shuttered, including popular blogs run by SFMOMA and the Walker Art Center in Minneapolis as well as smaller magazines called Astra and Elephant.
  • The need for change in museums was pointed out in the 2022 Burns Halperin Report, published by Artnet News in December, that analyzed more than a decade of data from over 30 cultural institutions. It found that just 11 percent of acquisitions at U.S. museums were by female artists and only 2.2 percent were by Black American artists
  • (National newspapers with art critics on staff include The New York Times, The Los Angeles Times, The Boston Globe and The Washington Post. )
  • Julia Halperin, one of the study’s organizers, who recently left her position as Artnet’s executive editor, said that the industry has an asymmetric approach to diversity. “The pool of artists is diversifying somewhat, but the pool of staff critics has not,” she said.
  • the matter of diversity in criticism is compounded by the fact that opportunities for all critics have been diminished.
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Overstimulation Nation - Slack Tide by Matt Labash - 0 views

mattlabash.substack.com/...overstimulation-nation quality of life quality activity experiences disorder merton nostalgia soul sickness stillness boredom psychology language education
shared by Javier E on 11 Feb 23 - No Cached
  • The local radio jock said to me, “You must think all of this is pretty silly”. He motioned towards the crowd and then to a rollercoaster directly beside us that came screeching at our heads every 95 seconds. But I said, “No. In a century people are going to look back on right now as a sort of magic era, a charmed time of peace and prosperity and freedom from fear, as something that can never happen again, no matter how much they wish it would.”
  • telling the truth always liberates us, even if it scares the hell out of us simultaneously
  • Bad things have always happened in this world. That’s nothing new. And bad things will continue to have their uninterrupted run, right until the end of time.  But the “freedom from fear” Coupland speaks of is largely a function of not wallowing in it all the live-long day, which  our trusty bad-news delivery systems are pretty good about making us do. They give us the illusion of constant movement, even if our only destination is backwards, prompting us to forever double down on fear, and agitation, and mutual suspicion, while steeping us in our own soul sickness.
  • ...7 more annotations...
  • It’s a trap, which maybe seeking out a little more deliberate boredom – also known as stillness - could help us avoid
  • Thomas Merton, whose praises I have sung in these pages before, framed it:
  • being bored might be a good start for healing what ails us.
  • But the purity of our conscience has a natural proportion with the depth of our being and the quality of our acts: and when our activity is habitually disordered, our malformed conscience can think of nothing better to tell us than to multiply the *quantity* of our acts, without perfecting their quality. And so we go from bad to worse, exhaust ourselves, empty our whole life of all content, and fall into despair
  • There are times, then, when in order to keep ourselves in existence at all we simply have to sit back for a while and do nothing. And for a man who has let himself be drawn completely out of himself by his activity, nothing is more difficult than to sit still and rest, doing nothing at all. The very act of resting is the hardest and most courageous act he can perform: and often it is quite beyond his power.
  • Our being is not to be enriched merely by activity or experience as such. Everything depends on the *quality* of our acts and our experiences. A multitude of badly performed actions and of experiences only half lived exhausts and depletes our being. By doing things badly we make ourselves less real. This growing unreality cannot help but make us unhappy and fill us with a sense of guilt
  • even with all the excitement, I couldn’t sustain any. I was bored by the excitement. Or rather, I craved boredom, finding all the excitement dull in a not-this-shitshow-again sort of way. For the last decade or so, we’ve been too over-excited, over-provoked, and overstimulated.
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Opinion | Chatbots Are a Danger to Democracy - The New York Times - 0 views

www.nytimes.com/...-ai-democracy-free-speech.html danger democracy chatbot AI technology
shared by Javier E on 27 Feb 23 - No Cached
  • longer-term threats to democracy that are waiting around the corner. Perhaps the most serious is political artificial intelligence in the form of automated “chatbots,” which masquerade as humans and try to hijack the political process
  • Increasingly, they take the form of machine learning systems that are not painstakingly “taught” vocabulary, grammar and syntax but rather “learn” to respond appropriately using probabilistic inference from large data sets, together with some human guidance.
  • In the buildup to the midterms, for instance, an estimated 60 percent of the online chatter relating to “the caravan” of Central American migrants was initiated by chatbots.
  • ...21 more annotations...
  • In the days following the disappearance of the columnist Jamal Khashoggi, Arabic-language social media erupted in support for Crown Prince Mohammed bin Salman, who was widely rumored to have ordered his murder. On a single day in October, the phrase “we all have trust in Mohammed bin Salman” featured in 250,000 tweets. “We have to stand by our leader” was posted more than 60,000 times, along with 100,000 messages imploring Saudis to “Unfollow enemies of the nation.” In all likelihood, the majority of these messages were generated by chatbots.
  • around a fifth of all tweets discussing the 2016 presidential election are believed to have been the work of chatbots.
  • a third of all traffic on Twitter before the 2016 referendum on Britain’s membership in the European Union was said to come from chatbots, principally in support of the Leave side.
  • It’s irrelevant that current bots are not “smart” like we are, or that they have not achieved the consciousness and creativity hoped for by A.I. purists. What matters is their impact
  • In the past, despite our differences, we could at least take for granted that all participants in the political process were human beings. This no longer true
  • Increasingly we share the online debate chamber with nonhuman entities that are rapidly growing more advanced
  • a bot developed by the British firm Babylon reportedly achieved a score of 81 percent in the clinical examination for admission to the Royal College of General Practitioners. The average score for human doctors? 72 percent.
  • If chatbots are approaching the stage where they can answer diagnostic questions as well or better than human doctors, then it’s possible they might eventually reach or surpass our levels of political sophistication
  • chatbots could seriously endanger our democracy, and not just when they go haywire.
  • They’ll likely have faces and voices, names and personalities — all engineered for maximum persuasion. So-called “deep fake” videos can already convincingly synthesize the speech and appearance of real politicians.
  • The most obvious risk is that we are crowded out of our own deliberative processes by systems that are too fast and too ubiquitous for us to keep up with.
  • A related risk is that wealthy people will be able to afford the best chatbots.
  • in a world where, increasingly, the only feasible way of engaging in debate with chatbots is through the deployment of other chatbots also possessed of the same speed and facility, the worry is that in the long run we’ll become effectively excluded from our own party.
  • the wholesale automation of deliberation would be an unfortunate development in democratic history.
  • A blunt approach — call it disqualification — would be an all-out prohibition of bots on forums where important political speech takes place, and punishment for the humans responsible
  • The Bot Disclosure and Accountability Bil
  • would amend the Federal Election Campaign Act of 1971 to prohibit candidates and political parties from using any bots intended to impersonate or replicate human activity for public communication. It would also stop PACs, corporations and labor organizations from using bots to disseminate messages advocating candidates, which would be considered “electioneering communications.”
  • A subtler method would involve mandatory identification: requiring all chatbots to be publicly registered and to state at all times the fact that they are chatbots, and the identity of their human owners and controllers.
  • We should also be exploring more imaginative forms of regulation. Why not introduce a rule, coded into platforms themselves, that bots may make only up to a specific number of online contributions per day, or a specific number of responses to a particular human?
  • We need not treat the speech of chatbots with the same reverence that we treat human speech. Moreover, bots are too fast and tricky to be subject to ordinary rules of debate
  • the methods we use to regulate bots must be more robust than those we apply to people. There can be no half-measures when democracy is at stake.
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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.”
  • ...24 more annotations...
  • 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
  • Instead, we should laugh uproariously at the fact that there is no meaning, and be happy anyway.
  • 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.
  • “Those who prefer their principles over their happiness, they refuse to be happy outside the conditions they seem to have attached to their happiness,”
  • 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.
  • 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.
  • 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.
  • 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.
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Opinion | America 2022: Where Everyone Has Rights and No One Has Responsibilities - The... - 0 views

www.nytimes.com/...e-rogan-covid-free-speech.html rights responsibility morality legal legality
shared by Javier E on 10 Feb 22 - No Cached
  • the deeper issue: How is it that we have morphed into a country where people claim endless “rights” while fewer and fewer believe they have any “responsibilities.”
  • That was really Young’s message for Rogan and Spotify: Sure, you have the right to spread anti-vaccine misinformation, but where’s your sense of responsibility to your fellow citizens, and especially to the nurses and doctors who have to deal with the fallout for your words?
  • “We are losing what could be called our societal immunity,” argued Dov Seidman, founder of the How Institute for Society. þff“Societal immunity is the capacity for people to come together, do hard things and look out for one another in the face of existential threats, like a pandemic, or serious challenges to the cornerstones of their political and economic systems, like the legitimacy of elections or peaceful transfer of power.”
  • ...18 more annotations...
  • This pervasive claim that “I have my rights” but “I don’t have responsibilities” is unraveling our country today.
  • But societal immunity “is a function of trust,”
  • “When trust in institutions, leaders and each other is high, people — in a crisis — are more willing to sublimate their cherished rights and demonstrate their sense of shared responsibilities toward others, even others they disagree with on important issues and even if it means making sacrifices.”
  • When our trust in each other erodes, though, as is happening in America today, fewer people think they have responsibilities to the other — only rights that protect them from being told by the other what to do.
  • completely ignored the four most important statistical facts about Covid-19 today that highlight our responsibilities — to our fellow citizens and, even more so, to the nurses and doctors risking their lives to take care of us in a pandemic.
  • First, unvaccinated adults 18 years and older are 16 times more likely to be hospitalized for Covid than fully vaccinated adults
  • Second: Adults 65 and older who are not vaccinated are around 50 times more likely to be hospitalized for Covid than those who have received a full vaccine course and a booster.
  • Third: Unvaccinated people are 20 times more likely to die of Covid than people who are vaccinated and boosted.
  • the emotional toll and other work conditions brought on by the pandemic contributed to some two-thirds of nurses giving thought to leaving the profession.
  • many hospitals today are experiencing an unprecedented 20 percent annual turnover rate of nurses — more than double the historical baseline. The more nurses leave, the more those left behind have had to work overtime.
  • Especially when so many dying unvaccinated patients tell their nurses, “I wish I had gotten vaccinated,”
  • none of these statistics were mentioned during that podcast
  • “You can listen to the entire 186-minute lovefest between Rogan and Malone and have no idea that our hospitals are overloaded with Covid cases,” wrote Levy, “and that on the day their conversation transpired, 7,559 people worldwide died of Covid, 1,410 of which were in the United States. The vast majority of them were unvaccinated.”
  • “When Malone uncorks questionable allegations about disastrous vaccine effects and the global cabal of politicians and drugmakers pulling strings, Rogan responds with uh-huhs and wows.”
  • That was Rogan’s right. That was Spotify C.E.O. Daniel Ek’s right.
  • But who was looking out for the doctors and nurses on the pandemic front lines whose only ask is that the politicians and media influencers who are privileged enough to have public platforms — especially one like Rogan with an average of 11 million listeners per episode — use them to reinforce our responsibilities to one another, not just our rights.
  • He could start by offering his listeners a 186-minute episode with intensive care nurses and doctors about what this pandemic of the unvaccinated has done to them.
  • That would be a teaching moment, not only about Covid, but also about putting our responsibilities to one another — and especially to those who care for us — at least on a par with our right to be as dumb and selfish as we want to be.
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How to Make Friends as an Adult - The Atlantic - 0 views

www.theatlantic.com/...621231 friend friendship psychology
shared by Javier E on 10 Feb 22 - No Cached
  • According to “The Friendship Report,” a global study commissioned by Snapchat in 2019, the average age at which we meet our best friends is 21—a stage when we’re not only bonding over formative new experiences such as first love and first heartbreak, but also growing more discerning about whom we befriend.
  • young adulthood is a time when many of us have time.
  • it typically takes more than 200 hours, ideally over six weeks, for a stranger to grow into a close friend.
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  • As we get older, the space we used to fill with laughter, gossip, and staying up until the sky grew light can get consumed by more “adult” concerns, such as marriage, procreation, and fully developed careers—and we tend to end up with less of ourselves to give.
  • making friends at 40 is more akin to dating than I had anticipated: It’s dependent not only on chemistry and common interests, but also on a shared vision of what your new relationship could provide. Half the struggle is finding someone who wants the same thing you do, and at the exact same time
  • In Montana, I’d need to find people who were not just delightful and committed to friendship generally, but also willing to expand beyond those best friends they made at 21—people who, for whatever reason, still had their light on.
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Opinion | Jeff Zucker Was Right to Resign. But I Can't Judge Him. - The New York Times - 0 views

www.nytimes.com/...-zucker-workplace-romance.html office romance ethics human nature
shared by Javier E on 12 Feb 22 - No Cached
  • As animals, we are not physically well designed to sit at a desk for a minimum of 40 hours a week staring at screens. That so many of our waking hours are devoted to work in the first place is a very modern development that can easily erode our mental health and sense of self. We are a higher species capable of observing restraint, but we are also ambulatory clusters of needs and desires, with which evolution has both protected and sabotaged us.
  • Professional life, especially in a culture as work-obsessed as America’s, forces us into a lot of unnatural postures
  • it’s no surprise, when work occupies so much of our attention, that people sometimes find deep human connections there, even when they don’t intend to, and even when it’s inappropriate.
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  • it’s worth acknowledging that adhering to these necessary rules cuts against some core aspects of human nature. I’m of the opinion that people should not bring their “whole self” to work — no one owes an employer that — but it’s also impossible to bring none of your personal self to work.
  • There are good reasons that both formal and informal boundaries are a necessity in the workplace and academia
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Opinion | Noam Chomsky: The False Promise of ChatGPT - The New York Times - 0 views

www.nytimes.com/...noam-chomsky-chatgpt-ai.html chatbot AI abilities moral reasoning response limits
shared by Javier E on 08 Mar 23 - No Cached
  • we fear that the most popular and fashionable strain of A.I. — machine learning — will degrade our science and debase our ethics by incorporating into our technology a fundamentally flawed conception of language and knowledge.
  • OpenAI’s ChatGPT, Google’s Bard and Microsoft’s Sydney are marvels of machine learning. Roughly speaking, they take huge amounts of data, search for patterns in it and become increasingly proficient at generating statistically probable outputs — such as seemingly humanlike language and thought
  • if machine learning programs like ChatGPT continue to dominate the field of A.I
  • ...22 more annotations...
  • , we know from the science of linguistics and the philosophy of knowledge that they differ profoundly from how humans reason and use language. These differences place significant limitations on what these programs can do, encoding them with ineradicable defects.
  • It is at once comic and tragic, as Borges might have noted, that so much money and attention should be concentrated on so little a thing — something so trivial when contrasted with the human mind, which by dint of language, in the words of Wilhelm von Humboldt, can make “infinite use of finite means,” creating ideas and theories with universal reach.
  • The human mind is not, like ChatGPT and its ilk, a lumbering statistical engine for pattern matching, gorging on hundreds of terabytes of data and extrapolating the most likely conversational response or most probable answer to a scientific question
  • the human mind is a surprisingly efficient and even elegant system that operates with small amounts of information; it seeks not to infer brute correlations among data points but to create explanations
  • such programs are stuck in a prehuman or nonhuman phase of cognitive evolution. Their deepest flaw is the absence of the most critical capacity of any intelligence: to say not only what is the case, what was the case and what will be the case — that’s description and prediction — but also what is not the case and what could and could not be the case
  • Those are the ingredients of explanation, the mark of true intelligence.
  • Here’s an example. Suppose you are holding an apple in your hand. Now you let the apple go. You observe the result and say, “The apple falls.” That is a description. A prediction might have been the statement “The apple will fall if I open my hand.”
  • an explanation is something more: It includes not only descriptions and predictions but also counterfactual conjectures like “Any such object would fall,” plus the additional clause “because of the force of gravity” or “because of the curvature of space-time” or whatever. That is a causal explanation: “The apple would not have fallen but for the force of gravity.” That is thinking.
  • The crux of machine learning is description and prediction; it does not posit any causal mechanisms or physical laws
  • any human-style explanation is not necessarily correct; we are fallible. But this is part of what it means to think: To be right, it must be possible to be wrong. Intelligence consists not only of creative conjectures but also of creative criticism. Human-style thought is based on possible explanations and error correction, a process that gradually limits what possibilities can be rationally considered.
  • ChatGPT and similar programs are, by design, unlimited in what they can “learn” (which is to say, memorize); they are incapable of distinguishing the possible from the impossible.
  • Whereas humans are limited in the kinds of explanations we can rationally conjecture, machine learning systems can learn both that the earth is flat and that the earth is round. They trade merely in probabilities that change over time.
  • For this reason, the predictions of machine learning systems will always be superficial and dubious.
  • some machine learning enthusiasts seem to be proud that their creations can generate correct “scientific” predictions (say, about the motion of physical bodies) without making use of explanations (involving, say, Newton’s laws of motion and universal gravitation). But this kind of prediction, even when successful, is pseudoscienc
  • While scientists certainly seek theories that have a high degree of empirical corroboration, as the philosopher Karl Popper noted, “we do not seek highly probable theories but explanations; that is to say, powerful and highly improbable theories.”
  • The theory that apples fall to earth because mass bends space-time (Einstein’s view) is highly improbable, but it actually tells you why they fall. True intelligence is demonstrated in the ability to think and express improbable but insightful things.
  • This means constraining the otherwise limitless creativity of our minds with a set of ethical principles that determines what ought and ought not to be (and of course subjecting those principles themselves to creative criticism)
  • True intelligence is also capable of moral thinking
  • To be useful, ChatGPT must be empowered to generate novel-looking output; to be acceptable to most of its users, it must steer clear of morally objectionable content
  • In 2016, for example, Microsoft’s Tay chatbot (a precursor to ChatGPT) flooded the internet with misogynistic and racist content, having been polluted by online trolls who filled it with offensive training data. How to solve the problem in the future? In the absence of a capacity to reason from moral principles, ChatGPT was crudely restricted by its programmers from contributing anything novel to controversial — that is, important — discussions. It sacrificed creativity for a kind of amorality.
  • Here, ChatGPT exhibits something like the banality of evil: plagiarism and apathy and obviation. It summarizes the standard arguments in the literature by a kind of super-autocomplete, refuses to take a stand on anything, pleads not merely ignorance but lack of intelligence and ultimately offers a “just following orders” defense, shifting responsibility to its creators.
  • In short, ChatGPT and its brethren are constitutionally unable to balance creativity with constraint. They either overgenerate (producing both truths and falsehoods, endorsing ethical and unethical decisions alike) or undergenerate (exhibiting noncommitment to any decisions and indifference to consequences). Given the amorality, faux science and linguistic incompetence of these systems, we can only laugh or cry at their popularity.
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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
  • ...22 more annotations...
  • 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.
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