#i LITERALLY did sports analytics AND physics analytics stuff is the ironic thing. i have the background lol

[bright-and-burning]

okay yeah i didn't know that there's the different ai stuff and that this is generative ai BUT GOD AM I HAPPY to see that you know the difference between ai and ml like !!! this is not ai !!! it's such a trend now and it's so wrong and so frustrating beyond the, in this case, misogynistic aspects of it. like this is not ai !! but that sounds catchy and URGH so frustrating. okay that's all i love ur additional tags thank u xoxo

yeah!! i did my undergrad degree focused on this kind of stuff (and dropped out of doing a phd in it at the last minute) so it's Literally my roman empire. like. i took so many courses in this and THEN it blew up right at the end of my degree and the misinformation........ chatgpt getting massive my senior year of college made me soooo mad i legit started to resent my field. like this particular use is particularly egregious (why hire a woman in an area severely lacking in women when we can rampantly misuse important computational and REAL LIFE resources to create a fake woman to "talk" abt SUSTAINABILITY!!!) but in general i am like constantly infuriated by AI bullshit from a lot of different sides bc Everyone overestimates/glorifies it/turns it into something it isn't, essentially. (rant abt AI from an AI perspective under the cut that idk might be informative or interesting LOL. i tried not to get technical but i did get mad)

generative ai drives me BONKERS bc it's literally not artificial intelligence. chatgpt is NOT AI it's fucking glorified predictive chat and all the dumbass tech bros on linkedin and twitter who hail it as like world changing infuriate me lol. like chatgpt literally works by calculating the word with the highest probability to come next in the sentence/in response to that prompt based on the data it trained on. is that super impressive ignoring the real world stuff going on? yeah!! it is! it's doing really well and it's fascinating in an academic sense. but then you put it in the real world context, where dumbass tech bros and business leaders worship it as god and where SEO morons use it to turn the internet to sludge and it's like oh god WHY.

and the ai art bullshit oh my god. ok i took a machine vision class right. and like literally one of my projects was to write code that could take in a photo and output it in the "style" of another photo. like as the cs version of a creative exercise, basically (they give u a Lot of projects that are basically write ur own version of an algorithm that's already been written more efficiently by someone else, bc that's how you can kind of pick it apart and really understand it, it's like reverse engineering) to show us how that works. (photos from that project are below; i took the cactus photo and then i "combined" it with a monet. i am STAUNCHLY anti-ai "art" btw this was Lich rally an assignment lol). but do you know what i learned (and what my whole class learned)? it's not fucking magic. it's LINEAR ALGEBRA. it's linear algebra on a truly batshit crazy level, combined with some crazy optical physics equations, but it's literally math. technically speaking, if you had infinite time, and were really insanely good at math (and really really perfect abt not making mistakes), you could do it by hand lol.

ai art from prompts? that's just turning words into numbers (not hard!! i did a project that did that in my second year of undergrad in literally 6hrs!!!) and THEN doing some crazy math and turning numbers into PIXELS! the computer does not know what is going on. it is a FANCY CALCULATOR. WHEN U THINK ABT IT LIKE THAT ASSIGNING HUMAN TRAITS TO MATH IS INSANE.

like tech bros who are like bro chatgpt is aliveeee bc they talk to it is like. if i made my high school graphing calculator draw a smiley face and then was like omg it has emotions......

anyways. like do you know how many projects ive worked on that use AI/ML for GOOD??? like. same kind of techniques that ppl use to create generative ai "art" algorithms? used to do things like detect cancer in scans before human doctors can do it with any confidence. isn't that so fucking cool???? i interviewed w a professor who used machine vision (so literally the field that is now seen as being abt ai art) to figure out what nutritional/vitamin deficiencies ppl in remote villages in madagascar are likely to have based on SATELLITE IMAGERY. so that the overworked underfunded public health ministry could more easily meet their needs without necessarily having to do expensive testing on everyone! i mean, shit, i've worked on really cool sports analytics projects using machine vision. that's not exactly saving lives lol but like. just goes to show how many positive applications there are!

in terms of chatgpt vibes like. i've worked on natural language processing! it has so much more potential than spitting out misinformation!! silly projects for classes, like classifying what political party a politician belonged to based on their tweets, but also more serious stuff in the research i did, like analyzing international public opinion by demographic and country on various conflicts based on individuals' social media posts! analyzing covid vaccine opinions based on demographics, and how to encourage vaccination rates based on that!!

idk it's just. infuriating. that ceos and dumbass business majors (sorry to business majors but i have met a Very Specific Type who like to butt into my field and i am Not A Fan) have completely twisted these really and truly interesting projects and applications. to continually make more money and to cut out/replace more and more people. and the way funding has mirrored this kind of interest, in part bc it makes money (the remote villages nutrition thing is never gonna make money. working on chatgpt on the other hand...) and in part bc of like. basically fear-mongering? you get so much more attention for research in these really dramatized fields (and people lie ALL THE TIMMEEEEEEE to get more interest) and it's all CAP. it's BULLSHIT. and it's just to create buzz for big tech companies' bottom lines. they don't care that it's fear based, or whatever. like people being terrified abt the impact of generative ai bc of bullshit headlines and disinformation HELPS THEM make MORE MONEY. and it's so FUCKING STUPID!!!! it makes me SICK!!!!!!

anyways. it's all math, at the end of the day. and i found a job where i get to use it to help people but i still am like deeply grossed out by what comes out of my field and gets popular bc . i got into this bc i loooove data i love information i love finding things out. and i love using those things to help people... and there are ppl using the things i love to hurt people......... it makes me so sad. and mad.