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My New Article at American Scientist
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As of this week, I have a new article in the July-August 2023 Special Issue of American Scientist Magazine. It’s called “Bias Optimizers,” and it’s all about the problems and potential remedies of and for GPT-type tools and other “A.I.”
This article picks up and expands on thoughts started in “The ‘P’ Stands for Pre-Trained” and in a few threads on the socials, as well as touching on some of my comments quoted here, about the use of chatbots and “A.I.” in medicine.
I’m particularly proud of the two intro grafs:
Recently, I learned that men can sometimes be nurses and secretaries, but women can never be doctors or presidents. I also learned that Black people are more likely to owe money than to have it owed to them. And I learned that if you need disability assistance, you’ll get more of it if you live in a facility than if you receive care at home.
At least, that is what I would believe if I accepted the sexist, racist, and misleading ableist pronouncements from today’s new artificial intelligence systems. It has been less than a year since OpenAI released ChatGPT, and mere months since its GPT-4 update and Google’s release of a competing AI chatbot, Bard. The creators of these systems promise they will make our lives easier, removing drudge work such as writing emails, filling out forms, and even writing code. But the bias programmed into these systems threatens to spread more prejudice into the world. AI-facilitated biases can affect who gets hired for what jobs, who gets believed as an expert in their field, and who is more likely to be targeted and prosecuted by police.
As you probably well know, I’ve been thinking about the ethical, epistemological, and social implications of GPT-type tools and “A.I.” in general for quite a while now, and I’m so grateful to the team at American Scientist for the opportunity to discuss all of those things with such a broad and frankly crucial audience.
I hope you enjoy it.
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Read My New Article at American Scientist at A Future Worth Thinking About
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sofiaflorina2021 · 4 months
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Machine ethics is interesting tho but I still can't accept it. To make this happen is also dangerous for humans in the long term.
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fuumiku · 4 months
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It was Maid Day today yesterday a week ago so I got struck by inspiration to draw the worsties, and it ran away from me into a whole AU where they’re coworkers at a maid cafe. She’s a med student & this is just a part time job, and this is his depression job while he gets his life back together. He needs something he can be workaholic about to forget what it’s like having a personal life and personal issues. He’s actually the accountant, but the new hire janitor (Izutsumi) doesn’t show up for half her shifts and is a sloppy worker, so he gets the extra work of doing her job on top of his because he’s undervalued and overworked. Of course, janitors also have an uniform to keep the aesthetic cohesion as they go about cleaning the place, of course.
Senshi’s the part time cook you only see slivers off, he’s kind and warm when you do see him and have a chat but most shifts he’s in and out the kitchen without a trace. Laios and Falin are regulars because Falin and Marcille are besties & in the same med school, Laios accompanies Falin as she visits her friend at work and gets hooked on the food. Chilchuck has to remind Marcille to work instead of chatting with Falin for an hour, and next thing he knows she’s distracting him from work too. That’s it that’s the AU. Inspired by this idol AU fanart a bit <3
This was not meant to be birthday gift but well…… Happy bday Chil!!!
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#Dungeon meshi#delicious in dungeon#Chilchuck tims#marcille donato#spoilers#dunmeshi au#Maid cafe au#Marchil#Workwife marchil save me. Kabuholm in the background bc i said so lmao#i think people forget marci n chil are coworker worsties first and foremost. Ppl should capitalize on it more#The orange hair swag that makes him look like a marketable idol more#You can tell idk how to draw maid outfits. I hate those hats sm I will miku miku beam them out of existence#Marcille does change her hairstyle everyday btw#they don’t get back together btw she goes you haven’t talked to me in 4 years and he immediately goes YOU haven’t talked to ME in 4–#i mean ehem i’m sorry haha… while Marcille is like 4 years?! 4 years…#Mei only did it bc Fler has been getting jittery again kept sighing#I wanted to draw Chil with a car key at his belt but it wasn’t meant to be#idk if marchil ever gets together in this one it’s an eternal summer coworker with tension situationship au#romance is when you slowly deteriorate his work ethics so he starts skipping on his worktime to spend it at the front messing around w you#once he’s blessedly in the office and he hears this huge crash and the Marci just goes ‘…… Chiiiiiil?’ cue sigh and having to repair#the coffee machine. So many lil comics i couldn’t indulge myself to draw save me#shoutout to the time as a cashier in training at a convenience store I was left by my coworker who was supposed to wash the greasy chicken#oven but didn’t so I had to clean it for the first time myself while I was alone in the store and was also supposed to man the front#Shoutout to my convenience store’s accountant helping us with cashier duties often when there was less job to do ty ty#Understaffed struggles are so real#People also call Chil a manager because the boss is most often away so he just does everything#There’s no union but maybe one day he’ll get to overthrow the boss idk#The pay IS good at least#Modern au
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incognitopolls · 6 months
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For the purposes of this poll, research is defined as reading multiple non-opinion articles from different credible sources, a class on the matter, etc.– do not include reading social media or pure opinion pieces.
Fun topics to research:
Can AI images be copyrighted in your country? If yes, what criteria does it need to meet?
Which companies are using AI in your country? In what kinds of projects? How big are the companies?
What is considered fair use of copyrighted images in your country? What is considered a transformative work? (Important for fandom blogs!)
What legislation is being proposed to ‘combat AI’ in your country? Who does it benefit? How does it affect non-AI art, if at all?
How much data do generators store? Divide by the number of images in the data set. How much information is each image, proportionally? How many pixels is that?
What ways are there to remove yourself from AI datasets if you want to opt out? Which of these are effective (ie, are there workarounds in AI communities to circumvent dataset poisoning, are the test sample sizes realistic, which generators allow opting out or respect the no-ai tag, etc)
We ask your questions so you don’t have to! Submit your questions to have them posted anonymously as polls.
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prokopetz · 2 years
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Like, I'm not gonna argue that AI art in its present form doesn't have numerous ethical issues, but it strikes me that a big chunk of the debate about it seems to be drifting further and further toward an argument against procedurally generated art in general, which probably isn't a productive approach, if only because it's vulnerable to having its legs kicked out from under it any time anybody thinks to point out how broad that brush is. If the criteria you're setting forth for the ethical use of procedurally generated art would, when applied with an even hand, establish that the existence of Dwarf Fortress is unethical, you probably need to rethink your premises!
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hussyknee · 8 months
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I'm really not a villain enjoyer. I love anti-heroes and anti-villains. But I can't see fictional evil separate from real evil. As in not that enjoying dark fiction means you condone it, but that all fiction holds up some kind of mirror to the world as it is. Killing innocent people doesn't make you an iconic lesbian girlboss it just makes you part of the mundane and stultifying black rot of the universe.
"But characters struggling with honour and goodness and the egoism of being good are so boring." Cool well some of us actually struggle with that stuff on the daily because being a good person is complicated and harder than being an edgelord.
Sure you can use fiction to explore the darkness of human nature and learn empathy, but the world doesn't actually suffer from a deficit of empathy for powerful and privileged people who do heinous stuff. You could literally kill a thousand babies in broad daylight and they'll find a way to blame your childhood trauma for it as long as you're white, cisgender, abled and attractive, and you'll be their poor little meow meow by the end of the week. Don't act like you're advocating for Quasimodo when you're just making Elon Musk hot, smart and gay.
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arabella-strange · 2 months
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lots of intense (and sometimes heated) takes On Here about what Ludinus thinks Bells Hells are going to think of this Downfall window, about what BH will actually think, about whether Luda or the Primes or Aeor is right -- lots of debates
What if the disagreement is the point?
Because what's clear to me is that there is no right answer for Aeor. There are entire schools of ethics and philosophy and justice and action/intention/agency devoted to debating what a "good" choice would be here -- good for the Primes, good for Aeor. Is it the Trolley Problem; is it meliorism; is it the law of unintended consequences; is it the categorical imperative or is it the paradox of tolerance; etc. etc. etc.
But what if Ludinus's goal is to sow division among BH? What if the point is that he doesn't care if he convinces all of them -- he just needs to divide them. What if he saw this recording -- saw the oh-so-close divisions and cracks and flaws in the bonds among the Gods that took them out of this plane -- and said, "Hey. Now there's an idea for how to clear the field!" Because I can imagine half the party being really moved by the way the Primes were trying to save some people even as they were trying to maintain a perspective beyond what any mortal could see; and just as easily I can imagine half the party being livid and unmoved by this impossible situation and determined more than ever that the Gods are just people who have high-level power, not perfect beings or omniscient ones or even ones who should get to decide what kinds of extreme solutions are okay and which are not. I can imagine a debate -- a heated debate, maybe even a fracturing one -- among Bells Hells.
And so I wonder (and I apologize if this is the rise of the fash in 2024 on my mind) if the division is the point.
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fibrielsolaer · 2 years
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"Ethical AI" activists are making artwork AI-proof
Hello dreamers!
Art thieves have been infamously claiming that AI illustration "thinks just like a human" and that an AI copying an artist's image is as noble and righteous as a human artist taking inspiration.
It turns out this is - surprise! - factually and provably not true. In fact, some people who have experience working with AI models are developing a technology that can make AI art theft no longer possible by exploiting a fatal, and unfixable, flaw in their algorithms.
They have published an early version of this technology called Glaze.
https://glaze.cs.uchicago.edu
Glaze works by altering an image so that it looks only a little different to the human eye but very different to an AI. This produces what is called an adversarial example. Adversarial examples are a known vulnerability of all current AI models that have been written on extensively since 2014, and it isn't possible to "fix" it without inventing a whole new AI technology, because it's a consequence of the basic way that modern AIs work.
This "glaze" will persist through screenshotting, cropping, rotating, and any other mundane transformation to an image that keeps it the same image from the human perspective.
The web site gives a hypothetical example of the consequences - poisoned with enough adversarial examples, AIs asked to copy an artist's style will end up combining several different art styles together. Perhaps they might even stop being able to tell hands from mouths or otherwise devolve into eldritch slops of colors and shapes.
Techbros are attempting to discourage people from using this by lying and claiming that it can be bypassed, or is only a temporary solution, or most desperately that they already have all the data they need so it wouldn't matter. However, if this glaze technology works, using it will retroactively damage their existing data unless they completely cease automatically scalping images.
Give it a try and see if it works. Can't hurt, right?
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whetstonefires · 6 months
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I think a part of the reason I feel so connected to JGY and XY is that I, too, think everyone is lying about what a good person they are. Sure, there may be a few genuinely good people, but those are in the minority and never claim the title.
I don't know about never; some people are pretty straightforward.
And in some ways the whole point of the concept of 'a good person' is that the feeling of losing the right to consider yourself one can impose instinctive recoil from doing wrong, in situations where you don't have the leisure of working your way through an ethics diagram and choosing the logically moral path before reacting to a situation. It has practical utility.
But that system can backfire pretty horribly too, in a lot of ways. It can be hijacked by definitions of 'good' that actually make you recoil from ethical acts because they're deviant. It can lead to disappearing up your own ass lmao.
And definitely the threshold for 'talking about how you're a good person' enough that it makes you suspect as either a) a liar or b) someone who values that self-image over objective reality and other people's wellbeing is. Not very high.
Jin Guangyao, ironically, is one of those people who's so performatively A Good Person in his public life that in retrospect it looks like a red flag. Which knowing this about himself in an ongoing fashion ofc just reinforces his own cynicism about everyone else lmao.
Even Lan Xichen, who I think he may see as a genuinely good person, he also sees as an easy mark who will reliably choose what is comfortable over what is 'right,' if you just structure the scenario to make that an easy choice that's easy for him to justify.
Xue Yang's bitterness is in many ways more exciting than Jin Guangyao's because he has a way more unusual relationship to reality, but it does share a lot of notes.
The role of deception in his psychology fascinates me because as far as I can tell he's as instinctively straightforward a person as Lan Wangji, albeit along quite different lines involving a total lack of impulse control, but has adopted 'deceit' as a weapon against the wicked world in the same way he has adopted 'murder.'
But when he feels someone is not merely lying but papering over bad behavior with principles they are not living up to he is livid.
People claiming to be better than him because they're 'good' when 'good' is a construct of privilege, is the underlying idea he's not equipped to articulate. Except he takes that and applies it to 'hitting me to interrupt my random murder of some guy who happened to be within arm's reach when I wanted to hurt someone.'
Which isn't like philosophically perfect, but the underlying problem he's actually reacting to is that he understands the social contract as a lie that has never protected him but seeks to control him, while protecting rich men it has no power to control.
Which it is fair to be mad about, but then his feeling is that since that's the nature of the world and all people, he is entitled to amass for himself the power to inflict hurt without consequences as much as he possibly can, and to use it against the vulnerable for fun, and no one is entitled to interfere.
Which brings him to a place where he is violently angry at anyone talking about trying to treat other people well as a value, because either they're a hypocrite and a liar or they threaten his entire system of rationalization for why he can be The Worst and still In The Right.
'Everyone is equally bad, actually' is like, an understandable take for anyone who's had cause to become embittered. Everyone is free to make whatever philosophical peace they can with the world and by and large there's no ethical weight to any such opinion, in itself.
But it's an ideological crutch people tend to wind up leaning on very heavily when they can't or don't want to take responsibility for their own behavior.
Which is an approach that Xue Yang, Jin Guangyao, and Su She all share, and which not only is shitty of them, it...traps them in a wheel of doubling down on their own worst impulses because rather than going 'that was bad and I shouldn't do it again' they've repeatedly invested all this energy into making what they did actually the correct thing, according to their interpretation of the context. Which means they're more likely to do it again.
(I think this is how Jin Guangyao became a serial killer, for example. He followed a doing-a-murder-impulse and then internally doubled down on how he had nothing to be ashamed of, so he was more likely to do it again, every time.
Wei Wuxian's strain of self-righteousness about his revenge was less...thorough than Jin Guangyao's, because he had the benefit of going after people on the opposite side of a war from him while Meng Yao's first known murder plot was against a shitty boss. But it probably didn't help him not try to solve army-shaped problems with mass murder, even after that stopped being allowed.)
If any of them had just like, zero moral sensibilities they would have created very different problems, and very possibly fewer of them. It's making a central goal of your operations 'self-vindication in your own internal narrative, created retroactively via reframing' rather than 'figuring out what I think I should do and trying to do that' that traps them in the self-reinforcing murder pissbaby vortex.
So if you look at it one way, these three villains are themselves perfect examples of how pursuit of the 'feeling of being good' (or at least 'not the bad guy') can make you worse.
Notably Wei Wuxian was also extremely sensitive to hypocrisy in his youth; it was the only part of Madam Yu's behavior he was ever shown objecting to. But he's sufficiently mellow and cynical from regret and burnout by the 'present' timespan after his resurrection to just get disgusted and alienated about it, rather than outraged.
He wasn't even all that mad at Xue Yang, though honestly that may be partly because he stopped entirely characterizing him as a person at some point during their interaction. Like, there's no point being angry at someone whose moral sensibilities operate exclusively on the plane of 'is this unfair to me' for manipulating and destroying people who were good to him, and then getting obsessed with his own self-pity about it. This is not a person who understands how not to be, metaphorically speaking, a cannibal.
And Wei Wuxian did know better and still got roughly the same result, so what business does he have getting angry?
Anyway yeah those two villains are both delightfully relatable if you sit down and put their perspectives together; they are clearly operating with the same basic suite of human needs and emotions as everybody else, without that being in itself particularly exculpatory, which is honestly refreshing. They've just got the most fantastically toxic interpersonal habits that knowing them counts as some level of Suffering A Curse.
Jin Guangyao and Xue Yang do both stand as scathing rebukes of the society that created them. But within the narrative, wherein they're people, the fact is that each of them had agency and one of the things they chose to do with it was develop rationales for why they were the most special little guy and everything was someone else's fault.
And their moral nihilisms, while also grounded in serious trauma, ping me as emotional masturbation of this variety.
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random-lil-illing · 8 months
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decided to redesign ink sammy. i love it when people design him as a sheep but in my heart he will always be a sheep-dog
he definitely gave himself top surgery the second he turned to ink... he couldnt wear shirts anymore so he had to improvise (the scar on his stomach is from tearing his uterus/unecessary organs out)
he wears a bendy necklace like christian people wear crosses/jewish people the star of david
TW for disturbing headcanon under the cut (insanity-influenced body modification)
okay so i said i based him off of a DOG, not a sheep - so why does he have hooves like bendy?
okay well basically we know hes insane and a bendy worshipper, and he saw his 'lord' has hooves like a sheep/goat. now, at the time he had dog legs/paws, but he wanted to appreciate/be closer to his lord, so he cut his paws off and shoved wooden planks into the cut-off areas to imitate hooves. obviously they didnt hold very well, so he just wrapped bandages around them. he also trained/changed the general form of his legs by breaking the bones in the and then when he put splints on them, he re-arranged the bones to look a small bit more like ink bendy's legs. as you can imagine the planks dig into exposed flesh/bone so hes in horrible pain whenever he walks. the consequences of being a crazy cartoon cultist
also i dont think i ever explained his face scars?? theyre from ink bendy. most of his scars are (except the top surgery/hysteroctomy scars and the two little scars on his shoulders. those are from himself and tom boris respectively)
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ai-innova7ions · 9 days
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Neturbiz Enterprises - AI Innov7ions
Our mission is to provide details about AI-powered platforms across different technologies, each of which offer unique set of features. The AI industry encompasses a broad range of technologies designed to simulate human intelligence. These include machine learning, natural language processing, robotics, computer vision, and more. Companies and research institutions are continuously advancing AI capabilities, from creating sophisticated algorithms to developing powerful hardware. The AI industry, characterized by the development and deployment of artificial intelligence technologies, has a profound impact on our daily lives, reshaping various aspects of how we live, work, and interact.
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“dont irl artists base their art on other artists how is ai different” i mean there’s a million answers but most crucial is that real artists don’t train on actual child sexual abuse material and ai databases have been found to have been trained on those! like am i going crazy why are people not fucking mentioning that. it's immoral to use a program that uses actual child abuse images to make art for you and bc of the way ai is currently trained It Almost Certainly Is. csam is not exclusive to the “dark web” or whatever if you’ve talked to a mod of anything ever you’ll know idiots try and put the most awful graphic images of children being harmed on places like Reddit and Twitter all the fucking time. places ai Is Trained On. and an ai can scrape an image before a human can delete it. i don’t want an image that is in any way associated with a child being molested and that is not an acceptable way for any technology to act.
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examining a seemingly normal image only to slowly realize the clear signs of AI generated art.... i know what you are... you cannot hide your true nature from me... go back where you came from... out of my sight with haste, wretched and vile husk
#BEGONE!!! *wizard beam blast leaving a black smoking crater in the middle of the tumblr dashboard*#I think another downside to everyone doing everything on phone apps on shitty tiny screens nowadays is the inability to really see details#of an image and thus its easier to share BLATANTLY fake things like.. even 'good' ai art has pretty obvious tells at this point#but especially MOST of it is not even 'good' and will have details that are clearly off or lines that dont make sense/uneven (like the imag#of a house interior and in the corner there's a cabinet and it has handles as if it has doors that open but there#are no actual doors visible. or both handles are slightly different shapes. So much stuff that looks 'normal' at first glance#but then you can clearly tell it's just added details with no intention or thought behind it. a pattern that starts and then just abruptly#doesn't go anywhere. etc. etc. )#the same thing with how YEARS ago when I followed more fashion type blogs on tumblr and 'colored hair' was a cool ''''New Thing''' instead#of being the norm now basically. and people would share photos of like ombre hair designs and stuff that were CLEARLY photoshop like#you could LITERally see the coloring outside of the lines. blurs of color that extend past the hair line to the rest of the image#or etc. But people would just share them regardless and comment like 'omg i wish I could do this to my hair!' or 'hair goallzzzz!! i#wonder what salon they went to !!' which would make me want to scream and correct them everytime ( i did not lol)#hhhhhhggh... literally view the image on anything close to a full sized screen and You Will SEe#I don't know why it's such a pet peeve of mine. I think just as always I'm obsessed with the reality and truth of things. most of the thing#that annoy me most about people are situations in which people are misinterpreting/misunderstanding how something works or having a misconc#eption about somehting thats easily provable as false or etc. etc. Even if it's harmless for some random woman on facebook to believe that#this AI generated image of a cat shaped coffee machine is actually a real product she could buy somewhere ... I still urgently#wish I could be like 'IT IS ALL AN ILLUSION. YOU SEE???? ITS NOT REALL!!!!! AAAAA' hjhjnj#Like those AI shoes that went around for a while with 1000000s of comments like 'omg LOVE these where can i get them!?' and it's like YOU#CANT!!! YOU CANT GET THEM!!! THEY DONT EXIST!!! THE EYELETS DONT EVEN LINE UP THE SHOES DONT EVEN#MATCH THE PATTERNS ARE GIBBERISH!! HOW CAN YOU NOT SEE THEY ARE NOT REAL!??!!' *sobbing in the rain like in some drama movie*#Sorry I'm a pedantic hater who loves truth and accuracy of interpretation and collecting information lol#I think moreso the lacking of context? Like for example I find the enneagram interesting but I nearly ALWAYS preface any talking about it#with ''and I know this is not scientifically accurate it's just an interesting system humans invented to classify ourselve and our traits#and I find it sociologically fascinating the same way I find religion fascinating'. If someone presented personality typing information wit#out that sort of context or was purporting that enneagram types are like 100% solid scientific truth and people should be classified by the#unquestionaingly in daily life or something then.. yeah fuck that. If these images had like disclaimers BIG in the image description somewh#re like 'this is not a real thing it's just an AI generated image I made up' then fine. I still largely disagree with the ethics behind AI#art but at least it's informed. It's the fact that people just post images w/o context or beleive a falsehood about it.. then its aAAAAAA
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underlockv · 1 year
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Interestingly enough I think calling large language models a.i. is doing too much to humanize them. Because of how scifi literature has built up a.i. as living beings with actual working thought processes deserving of the classification of person (bicentennial man etc) a lot of people want to view a.i. as entities. And corporations pushing a.i. can take advantage of your soft feelings toward it like that. But LLMs are nowhere close to that, and tbh I don't even feel the way they learn approaches it. Word order guessing machines can logic the way to a regular sounding sentence but thats not anything approaching having a conversation with a person. Remembering what you said is just storing the information you are typing into it, its not any kind of indication of existence. And yet, so many people online are acting like when my grandma was convinced siri was actually a lady living in her phone. I think we need to start calling Large Language Models "LLMs" and not giving the corps pushing them more of an in with the general public. Its marketing spin, stop falling for it.
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qrevo · 8 months
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worst thing about computer science classes is hearing teachers defending generative AI
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soup-mother · 10 months
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hate how often "only white privileged westerners are athiests, real progressives love the nuclear family and religion" type posts go around on here. you are either a psyop or a fool chasing a "problem" that only exists within niche leftist discourse. white privileged westerners are overrepresented in athiesm because of being white, privileged and westerners and generally less likely to be targeted or killed for it yea?
i promise you the constant control and abuse from religion and family are bigger problems than feeling like communists and anarchists of all people "reject religion", like yea no shit, it's materialism innit.
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