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Placeholder post until I figure out what to do with this old account đ
I like Yuzuru Hanyu, SHINee (OT5đ), Zhang Yixing, Discworld, AtLA, Vorkosigan Saga, Queens Thief, mdzs/cql
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đ¨BREAKING: OpenAI published a paper proving that ChatGPT will always make things up.
Not sometimes. Not until the next update. Always. They proved it with math.
Even with perfect training data and unlimited computing power, AI models will still confidently tell you things that are completely false. This isn't a bug they're working on. It's baked into how these systems work at a fundamental level.
And their own numbers are brutal. OpenAI's o1 reasoning model hallucinates 16% of the time. Their newer o3 model? 33%. Their newest o4-mini? 48%. Nearly half of what their most recent model tells you could be fabricated. The "smarter" models are actually getting worse at telling the truth.
Here's why it can't be fixed. Language models work by predicting the next word based on probability. When they hit something uncertain, they don't pause. They don't flag it. They guess. And they guess with complete confidence, because that's exactly what they were trained to do.
The researchers looked at the 10 biggest AI benchmarks used to measure how good these models are. 9 out of 10 give the same score for saying "I don't know" as for giving a completely wrong answer: zero points. The entire testing system literally punishes honesty and rewards guessing.
So the AI learned the optimal strategy: always guess. Never admit uncertainty. Sound confident even when you're making it up.
OpenAI's proposed fix? Have ChatGPT say "I don't know" when it's unsure. Their own math shows this would mean roughly 30% of your questions get no answer. Imagine asking ChatGPT something three times out of ten and getting "I'm not confident enough to respond." Users would leave overnight. So the fix exists, but it would kill the product.
This isn't just OpenAI's problem. DeepMind and Tsinghua University independently reached the same conclusion. Three of the world's top AI labs, working separately, all agree: this is permanent.
Every time ChatGPT gives you an answer, ask yourself: is this real, or is it just a confident guess?
We literally automated the Dunning-Kruger effect.
Reason 368 why I do not trust, or fuck with, any kind of generative AI or anything it produces.
Your own ability to comprehend ideas, text, and figure things out will always do a better job.
Gen AI won't improve at that. But you can if you keep doing it.
the 3 rules of enjoying Any fandom are 1. follow everyone who you find funny 2. block everyone who you find annoying 3. when you like someone's art tell them
Howdy. đ
Not only will there be a new volume of CHECK, PLEASE! in the works...
But CHECK, PLEASE!: YEAR FIVE will be...
âŚTHE YEAR OF THE FROG. đ¸ đ â¨
Below, find a summary of what the newest volume of CHECK, PLEASE! will have to offer⌠highs, lows, and a whole new SMH!!
Samwell mens hockeyâs favorite bakerâand championship-winning senior captainâhas graduated! How will the team survive? Problems abound as their new captain, Dex, learns that the effortless balance Bitty maintained on the team isnât as easy as it looks. Then, ultra-aloof Nursey must finally drop his âchillâ and get vulnerable in a senior poetry seminar. And to make matters worse, Chowder faces the dreaded âSSGSâ and is having the worst season of his college career. But when change arrives at Samwell hockey, it not only threatens to rip the team apart, but could destroy Dex, Nursey, and Chowderâs friendship forever. Before they graduate, to save their team and themselves, the three seniors must come together and ask the question: âWhat does Samwell hockey mean to you?â
I canât reveal any more spoilers, but Iâll leave you with that questionâwhat does Samwell hockey mean to you? Look out for more Check, Please! news in the months to come!
Subscribe to the Check, Please! newsletter!
Follow me on patreon for more exclusive news and to see me draw this goddamn comic!!
You can't lie, I know we all thought this
New leaked official art/designs of the gaang for the upcoming movie merch
Literally cried out to the sky HEAVEN HELP ME OOOOOOOH MYY GOOODDDDD
Fanart for the one of my favourite fics, âwhat i have of youâ by astrolesbian.Â
To my FS moots from Twitter, feel free to use this as a way station to find each other. Instead of having to manually search usernames, drop a reply to this post and include your Twitter username/dn (if different from your Tumblr) so others can easily click through to your account.
Fellow Shawols from Twitter, feel free to use this as a way station to find each other. Instead of having to manually search usernames, drop a reply to this post and include your Twitter username/dn (if different from your Tumblr) so others can easily click through to your account.
[Video] Yoppy instagram story update - with Cutie Key 221117 (1Vid]
credit: littlesunnybite
Watching the other site eat itself from over here is definitely a mood, but I couldn't let this exchange disappear unpreserved
Consider it my social media migration credentials
TIME TO REST Â
A short comic about Tiffany Aching and Sam Vimes, âtwo of Discworldâs hardest working characters. The recent conversation about crunch inspired me to make this piece.
Look i dont wanna sound like a Fandom Mom or whatever but what do you think women over 25 or so are supposed to do? Do u really think theyre supposed to drop all their interests and just talk about taxes and marriage or whatever? It seems like 25+ year old fanboys do not receive this kind of âooh cringeâ reaction either. There are guys in their 40s with comic book collections and shit and people might think theyre a nerd at worst, not a freak who shouldnt be trusted
Thank you. Because, hereâs the thing, I literally tried that. And this sounds really dramatic but it kind of ruined my life for a long time.
Once I got out of grad-school and started working, at exactly age 25, I figured it was time to get serious because I was âtoo old for this stuffâ and frankly I was afraid of being judged.Â
I sold all my comics, I stopped reading fanfiction, I stopped playing video games. All of it. Itâs not that I never, ever watched anything âgeekyâ or spent a weekend binge-reading a kink-meme, but when I did, it was rare and Iâd feel guilty about it like it was time wasted. Iâd keep it all to myself, you know? And without any kind of inspiration, I eventually stopped drawing. After all, I didnât need it for my âserious job,â so why bother? Unfortunately, my former skill is so atrophied now itâs nearly lost, but worse than that, itâs stressful now instead of the thing I loved to do for most of my life.
What was I doing instead? Well, Iâd work my miserable, toxic job, come home and worry about how far behind everyone else I was, and how weird I was compared to all my colleagues. Iâd go out with people and do the things they liked doing, but I only pretended to. But Iâm not great at that and pretending to be someone else ate me alive. Unsurprisingly, by 31, my anxiety and depression was not in a great place, and I fuckinâ snapped. Not just because of this stuff, of course, but it honestly contributed. I quit my job and left town.
Suddenly I was completely alone, no job, no friends, and no reason to pretend to be someone else. So, I started doing all the things Iâd given up. I read all the fanfiction I wanted, I bought a Playstation and an SNES and played them for hours. I bought back every comic book I loved, watched every Marvel movie I missed, and caught up on my favorite characters. I started traveling around just going to cons for the first time (NYCC, GeekGirlCon, DragonCon, etc). In fact, at @geekgirlcon and DragonCon especially, I saw groups of women who were 60+, just fucking enjoying things, and it made me feel so much better about my future. Iâm not even joking, I literally cry every time I think about it, because I never realized how scared I was about aging in a world that thinks Iâm already a decade too old for the things I love. Suddenly, that wasnât so scary.Â
And then I just stopped pretending that I wasnât into this stuff. I mean all of it, even the stuff no one understand, even the stuff people openly make fun of, even smutty fanfiction.Â
And look, Iâm not saying this cured my depression, or that everything is perfect. For one, I picked a city thatâs awful for geeks and Iâm trying to figure out where to move and how. For another, I lost six years of making like-minded friends, and itâs hard to find them now because weâre all so worried about being judged and online â the space that was always a refuge for me as a loner weirdo growing up â is now apparently a Children of the Corn. But Iâm happier here, actually fucking liking things, than being the unobjectionable robot woman Iâm apparently supposed to be.Â
I donât expect anyone to actually be interested in this, or have gotten this far, but because Iâm having feelings about turning 36 on Monday, I just want to tell anyone who is about to turn 25 that you should just tell people to go fuck themselves. Itâs your life. Youâre going to offend people no matter what you do, at least choose the direction that makes you happiest, because those people certainly arenât going to pay for your fucking therapist bills, are they? đŚ
This is gonna sound weird to you guys, but when I first started writing fanfic and sending stories to fanzines to be published back in 1991, in my first fandom all of the fans and writers and editors and readers I met were shocked that I was 17 because they were all in their 30s, 40s, and 50s. I was the outlier. I was an aberration.
Wanna know when young people started discovering fandom en masse? In the mid 1990s, when AOL got their internet gateway.
All the folks who ran fannish mailing lists and conventions and published âzines and posted fanfic online were over 18, because email and IRC and Usenet and FTP sites and listservs were primarily used by adults because they were almost exclusively college students, government employees, and academics. And the users of gated communities like BBS, GEnie, Compuserv, and AOL all skewed older. Only Prodigy was actually aimed at kids, because prior to the mid-to-late 1990s, children werenât getting online until they went to university.
And what kids found was the fandom that adults had built online, after being a part of it offline for decades.
Even when FFN was launched, the people who initially posted there were the same people who had been posting fanfic to the internet for a decade: THE GROWN-UPS.
So the idea that weâre meant to put away childish things is hilarious, cos for most of our lives, fandom was not a part of our childhoods. It was a part of our everyday adult lives.
Look, anyone who tells me I should drop fandom because Iâm over 25 is going to get laughed out of the room, because you know what age I was when I first discovered organised fandom existed?Â
I was 26.
I started writing fanfic (or at least, I started writing stories that I labelled as fanfic, rather than just âstoriesâ) at about age 30. Iâm in my late forties now, and I have no interest in dropping fandom. I especially have no interest in dropping fandom because some brat who wasnât even born when I started putting my fanfic online wants to try and sell me their internalised misogyny.
I was twenty-three when I found fandom; in all the important ways, it decided the course of my life. Â
I didnât even know I liked tech; for my first fic, I needed a webpage, it was ugly, so I opened it to look at the code, saw my first html, and fell in love. Now Iâm an analyst who tests programs for statewide and even national use.
I didnât know I liked people; I thought something was wrong with me, that I seemed to always say the wrong thing, that I seemed to think wrong. Instead, it just turns out how I think is just fine; there are so many people like me and I still meet them to this day. Â
I didnât know I could make and maintain friendships, short or long term; as it turns out, not a huge problem. Â I make and maintain friendships of almost two decades and still made new friends as of this year.
When my son came out to me as gay, I was ready for the question he wouldnât ask that I had to answer right then; I love you. Of course itâs okay. And why the fuck are you awake and messaging me at three in the goddamn morning? YOU HAVE SCHOOL TOMORROW. Without all the friends who told me what they needed that day for themselves, Iâm not sure I would have known that was something he needed to hear. Without my friends, I wouldnât have known to even expectâmuch less how to answerâa thousand questions (at least) he had, and where to have him look for more.
(Also didnât hurt fandom was the one place I could be sure was all the happy ending gay love stories any gay child would need to read and knew exactly where to send him. Fuck knows the pro version still isnât exactly thick on the ground though itâs getting better.)
When I first started, I was mentored by an older woman in her forties-fifties, and on her webpage she had a log of all this shit sheâd done just in the last year; traveled to hang out with fan friends, all the fic she wrote that year, all these people she met, this wonderful life. She posted to all these sites, and she posted to mailing lists her opinion and argued without fear or self-consciousness.
All I could think is I want to be her.
At twenty-three, I couldnât imagine it would be possible for me. Iâm forty three, and as it turns out, I underestimated myself; itâs even better. Â
Something you activist kiddies should keep in mind with all the âlol a thirty-year-old in fandom doesnât she have dishes to doâ nonsense is that itâs not only generally misogynist (not sure why you struggle with that one, itâs 101-level, but okay), but it is specifically designed to thwart womenâs power by separating you from potential networks.
You think men just somehow magically get powerful as they pass into adulthood? No. They are mentored by, they get given chances to move up from, they learn from older men in their social networks, including in predominantly male âfannishâ space. Power, knowledge, opportunities move through those networksâand donât kid yourself, they are primarily masculine networks. By narrowing your networks to women within one or two years of your age, the âlol thirty-year-oldsâ rhetoric cuts you off from resources you might use to get stronger. Thatâs a feature, not a bug.
Just the other day, I was in a room full of older fans that included a Nebula-winning author, an agent for a (different) Hugo-winning author, two tenured professors in radically different fields, and a member of the Foreign Service.  Youâll make your own friends in fandom (I did; one of my closest is 15 years older than me, and, my, did I learn from her), but these are the kind of resources available to you there. Misogyny wants you to despise and avoid older women because it wants you weak. Is this really something you want to play along with?
Marvel Movies ranked by if there are trains in them
Iron Man- 0/10. No trains.Â
The Incredible Hulk- 1/10. No trains, but a verbal reference to the subway.
Iron Man 2- -100/10. No trains, negative 100 points for a cameo by train-hater Elon Musk
Thor- 0/10. No trains in space :(
Captain America: The First Avenger- 7/10. Cool train heist scene, and monorails go by at the Worldâs Fair
The Avengers- 3/10. A freight train goes by at the beginning. Cap tells the police to get people into the subway, giving hope for more train content that goes unfulfilled. The only scene of Cap riding the subway was deleted.
Iron Man 3- 0/10. No trains.
Thor: The Dark World- 10/10 THOR RIDES THE TRAIN
Captain America: The Winter Soldier- 0/10. No trains.
Guardians of the Galaxy- 0/10. Still no trains in space :(
Avengers: Age of Ultron- 6/10. Okay action scene involving stopping a train.Â
Ant-Man- 9/10. Fight scene involving Thomas the Tank Engine!!!!
Captain America: Civil War- 1/10. Cap and Sharon meet next to high-speed rail tracks but no trains go by.Â
Doctor Strange- 6/10. Subways go flying by in the mirror dimension!
Guardians of the Galaxy Vol. 2- 0/10. Still no trains in space :(
Spiderman: Homecoming- 10/10! Peter âNumtotâ Parker rides on the train several times and also crashes a car for good measure
Thor: Ragnarok: 0/10. Someone better get some trains in space real soonÂ
Black Panther: 7/10. Cool Wakandan tram goes down the street, and the finale involves a vibranium train!
Avengers: Infinity War: 6/10. Cap emerges from behind a moving train!!
Ant-Man and the Wasp: 0/10. No trains.
Captain Marvel: 11/10 THERE ARE TRAINS IN SPACE!!! TRAINS IN SPACE!!! THERE ARE FINALLY TRAINS IN SPACE!!!! also she rides a train on earth too!!! Carol Danvers: queen of public transportation and my heart
Avengers: Endgame: 0/10. No trains.
Endgame meta, part whatever
My Endgame thoughts are still all over the place, but this is one I really want to set down and organize before it gets lost in the haze of memory and oh-shit-I-have-a-term-paper-due Sunday.
One of the things that, upon reflection, intrigued me was how all of the Avengers were depicted at the five year mark. The choices were at times incredibly insightful and, in at least one case, incredibly misguided. The insight might have been unintentional, butâŚ
Keep reading
I AM DECEASED đđ
for the love of god UNMUTE this
SOME OF YALL DO NOT NEED ACCESS TO TECHNOLOGY đđđ
I just realized all the kids growing up with Spotify donât have to spend money on specific music anymore, so they probably wonât have the memory of saving up money to buy their first CD and having it be something super cringyâŚlike I think I saved up $15 for three weeks to buy the Pirates of the Caribbean soundtrack at Barnes & Noble when I was 9 and I was really proud of myself for that. Add your first CD you were way too proud of buying in the tags
First, I had to convince my parents to by a CD player, then I saved up for Pearl Jamâs Ten.Â