#context understanding in AI
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What AI Cannot Do: AI Limitation
Artificial Intelligence (AI) has made remarkable strides in recent years, revolutionizing industries from healthcare to finance. However, despite its impressive capabilities, there are inherent AI limitation to what it can achieve. Understanding these limitations is crucial for effectively integrating AI into our lives and recognizing its role as a tool rather than a replacement for human…
#adversarial attacks on AI#AI in customer service#AI limitations#automation and employment.#biases in AI algorithms#common sense in AI#context understanding in AI#creativity in artificial intelligence#data quality in AI#emotional intelligence in machines#ethical concerns with AI#human-AI collaboration#job displacement due to automation#machine learning limitations#robustness of AI systems
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Ai generated
#shrimp#this is ai generated my apologies for not tagging it earlier.#in the contexts of my posts that night it was obvious but I can understand that once it broke containment it lost that#my b I didn’t expect it to
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as an extension of how hera reads as trans to me, hera/eiffel resonates with me specifically as a relationship between a trans woman and a cis man. loving hera requires eiffel to decentralize his own perspective in a way that ties into both his overall character arc and the themes of the show.
pop culture is baked into the dna of wolf 359, into eiffel’s worldview, and in how it builds off of a sci-fi savvy audience’s assumptions: common character types, plot beats, or dynamics, why would a real person behave this way? how would a real person react to that? eiffel is the “everyman” who assumes himself to be the default. hera is the “AI who is more human than a lot of humans,” but it doesn’t feel patronizing because it isn’t a learned or moral quality; she is a fundamentally human person who is routinely dehumanized and internalizes that.
eiffel/hera as a romance is compelling to me because there is a narrative precedent for some guy/AI or robot woman relationships in a way i think mirrors some attitudes about trans women: it’s a male power fantasy about a subclass of women, or it’s a cautionary tale, or it’s a deconstruction of a power fantasy that criticizes the way men treat women as subservient, as property. but what does that pop culture landscape mean in the context of desire? If you are a regular person, attracted to a regular person, who really does care for you and wants to do right by you, but is deeply saturated in these expectations? how do you navigate that?
I think that, in itself, is an aspect of communication worth exploring. sometimes you won’t get it. sometimes you can’t. and that’s not irreconcilable, either. it’s something wolf 359 is keenly aware of, and, crucially, always sides with hera on. eiffel screws up. he says insensitive things without meaning to. often, hera will call him out on it, and he will defer to her. in the one case where he notably doesn’t, the show calls attention to it and makes him reflect. it’s not a coincidence that the opening of shut up and listen has eiffel being particularly dismissive of hera - the microaggression of separating her from “men and women” and the insistence on using his preferred title over hers. there are things eiffel has just never considered before, and caring for hera the way he does means he has to consider them. he's never met someone like hera, but media has given him a lot of preconceptions about what people like her might be like.
there’s a whole other discussion to be had about the gender dynamics of wolf 359, even in the ways the show tries to avoid directly addressing them, and how sexual autonomy in particular can’t fully be disentangled from explorations of AI women. i don’t think eiffel fully recognizes what comments like “wind-up girl” imply, and the show is not prepared to reconcile with it, but it’s interesting to me. in the context of transness (and also considering hera’s disability, two things i think need to be discussed together), i think it’s worth discussing how hera’s self image is at odds with the way people perceive her, her disconnect from physicality, how she can’t be touched by conventional means, and the ways in which eiffel and hera manage to bridge that gap.
even the desire for embodiment, and the autonomy and type of intimacy that comes with it, means something different when it’s something she has to fight for, to acquire, to become accustomed to, rather than a circumstance of her birth. i suppose the reason i don’t care for half measures in discussions re: hera and embodiment is also because, to me, it is in many ways symbolically a discussion about medical transition, and the social fear of what’s “lost” in transition, whether or not those things were even desired in the first place.
hera’s relationship with eiffel is unquestionably the most supportive and equal one she has, but there are still privileges, freedoms, and abilities he has that she doesn’t, and he forgets that sometimes. he will never share her experiences, but he can choose to defer to her, to unlearn his pop culture biases and instead recognize the real person in front of him, and to use his own privilege as a shield to advocate for her. the point, to me - what’s meaningful about it - is that love isn’t about inherent understanding, it’s about willingness to listen, and to communicate. and that’s very much at the heart of the show.
#wolf 359#w359#doug eiffel#hera wolf 359#hera w359#eiffera#i still have a lot more to say about this honestly. but i hope this makes sense as an overview of my perspective.#with the caveat that i understand how personal trans headcanons are and whatever brings you comfort in that regard. i think is wonderful#but to me eiffel is one of the most cis men imaginable. and that's a big part of what he means to me in this context.#when i said some of this to beth @hephaestuscrew the other day they said. minkowski missteps in talking to hera based on#a real world assumption about AIs while eiffel missteps based on pop culture assumptions. and i think that's a meaningful distinction and#is something that resonates with me in this context as well
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Mother Marambionectes helping her calf surface for air
#paleoart#Marambionectes#Plesiosaur#reptile#Mesozoic#dragon draws creatures#anytime i see a Plesiosaur I think of that image that goes:#“thank you for not correcting that 7 year old when he said he liked the swimming dinosaurs i know that took restraint”#its a callout post at me in particular because it does take restraint#because im a normal human who totally understands how to normally converse with other normal humans like a normal person#also I made this drawing to spite AI btw and I feel so badass for that#I'm doing my part to combat shitty AI shit fuck yeah#(context when this thing was like properly described like a month ago they used AI art to reconstruct it instead of hiring an actual artist
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Oops, I Did It Again (acted so neurodivergent in a class that the teacher thought I was cheating)
#for context:#the teacher had brought up my tests times being really short and the scores being very high#but that was a result of me either understanding or being engaged (for once) in the material and just understanding the quiz too#it also could be me referring back to my notes... but I'm not too sure#online school#artsandramblesandstuff#the last time this happened was for English class. The system thought I used AI... I just happen to write incredibly weird#anyway time to let the “even though you did the quizzes correctly because you took so short you did something wrong” thoughts come back!#(/neg)
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So I was experimenting with Google Bard and I asked it to translate something into Klingon and it looks kind of accurate so what do you think
Kahless wept. Don't ask the AI for racing tips.
Looking at this now, I am very happy. At least I know my job here is still safe.
#matchstickman38#this is not Klingon#words but no understanding of grammar syntax or context#put no trust in AI
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Today at work I tried to talk about how the value of art is not in the product but in the sum of the work that went into it (and therefore AI can't replicate it sufficiently just by answering a prompt and generating i.e. a movie in a not so distant future) and my colleague, who I like very much, almost looked at me with pity in her eyes, because apparently the concept was very avantgarde to her
#for context it's an office job but the firm is about education. what we do helps schools; kindergardens; refugee homes etc.#so my colleagues are mainly white liberal leftist women with equally little understanding of technical stuff and art#and i'm over here with my fixing-your-excel-and-helping-you-work-better image like 'guys i studied philosophy actually😔'#thankfully i have one (1) colleague i went to uni with who knows very little about AI but her first instinct was disgust and irritation#YES THANK YOU MARIE#turns out she's proud of her email writing skills and doesn't want to be devalued by AI#very valid#i'm taking AI to the ethics committee now that i'm luckily part of
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Wait a gat-dang minute...
Not two, but THREE stories of mine could theoretically take place in the same universe. Hear me out.
Shatterverse and Lesterverse are already connected due to Lester/Leander being in Shatterverse... Don't Freak Out, Don't Resist could possibly be set in that same world as early seconds drafts of Shatterverse reference SQUIPs when talking about Augustus' REHEM chips used to let him control people. (Something something "these seemed worse than those supercomputer pills from Japan," I'd have to find the exact thing I wrote)
...Guess we doin the Astrid Written Universe/AWU now I guess lol
one day itll be the acu
#somehow it all works together with lv kinda just being lester's side story you don't need to read to understand sv#hes in there but hes not the protag thats ava. bro just wanted a do over after trauma and he sort of got it#meanwhile in sv squips are a known thing but fairly secretive. ava only knows about them bc there was talk in her high school-#-about the new jersey incident w jeremys squip and investigated it. not to mention getting chipped gives her an idea what that'd be like#THEN IN DFODR YOU HAVE THIS ASSHOLE OBSERVER yap about how all other ai is shit and i might throw in a sv ref to augustus now#“this dude in chicago had the right idea but alas human error was his downfall. perhaps if he had been more mechanical...”#augustus has a robotic arm for context#but no like i think i actually can pull off having those 3 stories in the same universe thatd be dope#god... if augustus and observer ever met i think we'd lose no question lol#dont mind me im yapping about my ocs again#astrid speaks#shatterverse#lesterverse#dont freak out dont resist fic
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Hey bestie, no need to answer this, but I saw u reblogged something from roach - works, and I just wanna let u know that she's a major terf
oh!!! thank you for this fr. i'm answering this bc i just wanna say that i don't have shinigami eyes and i'm on mobile most of the time, so these pointers are much appreciated <33
#preemptive soury for the rant. guess my meds finally kicked tf in. and im at my computer so keyboard access vvv#caveat i WILL say that i have a sideblog that specifically reblogs terf-specific rhetoric but it is an archival blog for research purposes#archival bc in the past i've been looking at blogs that end up being deactivated or change to a name i dont know#and research bc i've been interested in understanding the sociology/psychology behind it for a while and how other bases of discrimination#(eg acephobia and anti-pornography) tie into their sets of beliefs. as well as having the privilege of a strong foundational academic#background in these topics that i am perfectly capable of disputing each argument point if need be#this also provides me with a set of dogwhistles that may not be as obvious to the larger tumblr population (eg i have a strong suspicion#that 'natal female' is a dogwhistle in the context of academia. yes this comes from reading actually published articles. if that sounds#familiar to anyone. yes this is heavily rooted in that one that tries to propose 'rapid onset' gender dysphoria but used an insanely biased#sampling population for their statistics. which was the basis of the entire paper. i want to ask how some of this shit even gets published.#but then like. there's the AI rat penis so. anyways)#saying this bc i occasionally DO have anxiety that i will accidentally reblog something to the wrong blog. and it's moreso the concern of#not wanting to spread misinformation and bigotry without a critical deconstruction behind its rationale.#that sideblog is there and tucked away for storage purposes only. please let me know if ive accidentally reblogged smth to this blog#ask#Anonymous#edit damn wtf. i dont even follow them whhh. tumblr's GOTTA stop just. randomly putting shit on my dash. god
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OH! are we talking about the new multilingual smp dreams trying to pull?
And it's with ai translation?
Bruuuh. Like, idk if this point already been said but the reason that I like studying languages (on the side, although debating putting linguistic anthropology on my course roster) is because there's like. So much there. There's context to words and phrases that you require SO much background knowledge to make a joke funny. A plain ai translation is like, a what a McDonalds cheeseburger is to a Michelin star restaurants seven course meal. There's so much you miss just by virtue of it being fast and convient.
(side note here, I personally find it far more rewarding to look up the meaning behind like jokes and stuff because oftentimes it makes the joke funnier once it lands. Also the pride of having figured it out is nice too, which I think you've mentioned)
To sum it up, it feels, especially after qsmp which I can tell is a labor of love where it seems like most people involved are having a delightful time, really icky. Also, so many languages is bound to make any one translater insanely confused, so good luck to that ai trying to make sense of Candian French through an Academic French filter.
ANY AI translator is bound to struggle just on the basis of being AI, but bringing together so many languages and so many people just brings in more issues. what’s it trained on? how much does it know slang? can it properly encapsulate that meaning? what about words that don’t have translations outside of their language (the portuguese word “saudade”, for example)? what will it do then? can it properly understand people speaking quickly, as native speakers tend to do? there are just so many issues that it’s clear he put no more than .2 seconds of thought into it and just wanted to cash in while he could
#muse talk#anon#discourse#you nail it perfectly#there is. so much context and intricacies to language#one AI could never cover it succinctly#it requires regional knowledge and cultural understanding and contextual information#NONE of those things can be picked up by AI. it’s gonna be a shitshow and i feel so bad about any foreign ccs hoping for proper communicatin
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im not a fan of AI art that is meant to replicate and replace humanmade illustration but "people are using AI to 'cheat' at art instead of gitting gud" is the absolute least of AI related concerns for me.
#idg being mad at people who dont know how to draw using AI to generate portraits of their ocs or whatever#i do understand being upset that it might decrease the number of actual commissions online artists get but tbh probably not as much#as people think. at least in the informal online art world context#and i think AI art has a place where it can be its own thing. like that king charles coronation as a fleshy nightmarescape photoset#it wouldnt be the same if someone painted it or made it from photomanipulation.#the algorithm aspect IS the medium and i think theres a lot of potential in that respect
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I know this is so not the point, but every time I see that stupid tiktok screenshot about a person having chatgpt finish an abandoned fic i roll my eyes so hard they fall out of my head because token limits are A Thing and there’s no way that tiktok idiot actually did the thing they’re claiming.
like. this isn’t relevant to the larger issues of consent, copyright concerns, or even basic internet security concerns, but oh my god is it frustrating to see how shit like this contributes to the growing misunderstanding and misinformation about what generative AI is and what it can do, which is already a problem as tech people obscure it behind anthropomorphizing it 🤦♂️
#*head in my hands*#also I am a) aware token limitations have since increased and b) you can pay for higher limits#but I’m not arguing that because that wasn’t the case when then cap was first posted nor really matters in regards to my point#and fyi token limitations include context#aka a 4000 token limit is not just the AI response but ALSO what you feed into it#Have You Seen The Word Counts Of Fic#again I get that there are ways to do it (with Huge amounts of effort and probably hitting a paywall) and the true issue here is consent#but Oh My God#peoples unwillingness to understand how shit works is at an all time high and I’m losing my fucking mind#stop letting developers get away with obscuring how their shit works!!!!!!!
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it's crazy how other social media sites are super strict with rules and banning everything while on tumblr you can basically say anything
#i was just scrolling ig and there was a post about someone who was in danger of losing their account#just because ig uses AI to moderate the content and it didn't understand the usage of a word in joke context#not even a slur just a normal word#like wtf#how is that even possible#random#text
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Obviously I'm more than happy to give up all these gimmicky AI searches and assistants and "I'll create your art for you!" Bots.
However, I want to know how deep AI goes. Is the predictive swipe on my phone technically AI? Are grammar checking tools that tell you "hey, did you mean too instead of to?" technically AI? Does the little sensor in my car that screams and asks if I need a break when I drift slightly over a line AI?
Because while I would still probably give it up, I would appreciate knowing what it is I'm giving up.
#just musing#i say “Fuck AI” a lot#but hopefully people understand in context im talking about the incredibly invasive “no I'll do it for you” sneaky bastard AI#and not like... “can detect cancer cells” when was supposed to be “identifying bread” AI#fuck AI#some AI good
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I go to school and take my technology class and be so educated on the technologies just for my prof to email me AI generated images every time I submit work… Epic
#ALSO FUCK YOU BRIGHTSPACE I HATE YOU BRIGHTSPACE I HATE YOU SO MUCH STUPID BRIGHTSPACE#I want to send him those AI cat dance videos in response so bad but he would not understand it in the context I am trying to send it to him#like he’s old guy
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professor: so this is why you only need to check below the node for imbalances
student: but the ai said that's not true??
#context: its a large lecture hall so ppl type questions in discord chat for the professor to read and answer#ive encountered soo many ppl using ai#and i completely understand why#ai summarizes information fast#thats the big draw#yes you could use google but ai is just /faster/#an international student i sit next to c.hatgpts every concept she doesnt understand from the lecture in real time#a ta had us made a presentation in 10 minutes so my teammates used ai to get the info quicker rather than dig through irrelevant webpages#(when we saw other presenters were giving their sources at the end slide i asked if we should do that too#the other two were giving nervous chuckles#and trying to relate i said 'yeah we probably dont need to my sources would just be mostly wikipedia anyways'#and then they said they straight up used c.hatgpt instead. and then i suddenly felt better for at least using wikipedia)#anyways if anybody understands avl trees and their fuckass rotations HELP
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