It is genuinely feminist action to take care of yourself. Not in a capitalist overconsumption "Do this 16 step skincare routine and clean girl makeup that doesn't look like you're wearing makeup â¨đâ¨" way but in a, "Brush your teeth and do not intentionally starve yourself" way.
This is the only body you will have and you do have to take care of and maintain it.
This sentiment is, as always, disability/mental health friendly and if bodily maintenance is something you struggle with or cannot do on your own there is no moral failure there. We live in a world designed to prevent us from caring for ourselves and that system targets and fails you more than most. Doing the best with what you can and are able to do is always better than nothing.
This sentiment is, as always, very much meant for trans women. This sentiment is not a knock on HRT or surgery â that is a form of legitimate body maintenance. The point here is that you do not have to participate in capitalist femininity to be a "real woman" or to be feminine. You do not need a million products to be a woman. You do not need to be skinny to be a woman. You do not need to starve yourself to be a woman. Structural misogyny will try and pressure you into these things for gender validation and you do not need it. You do not need to validate your womanhood with patriarchal capitalism.
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alright I've got to do some quick math to explain attitudes towards AI to my boss.
we're looking to create an AI policy, and when we were talking about this, my boss (older millennial) was genuinely shocked to hear that younger people do not (seem) to view AI positively (a la the recent commencement speakers being booed)
please rb for larger sample size!
Question 1/3
What is your age, and do you feel AI is a net positive or net negative in our lives today?
One hot and cool writing tip that I wish more people knew is... you don't have to write out people's accents phonetically. You just don't. You are not Dickens. You are (hopefully) not Rowling. There are so many other ways you can make someone's speech feel authentic to their background, or just make it clear that they're speaking in a certain accent, not limited to:
literally just saying 'he spoke with a Welsh accent'; sure, it's a bit blunt, but it gets the job done in a pinch. "He's completely drunk," he said, his southern drawl lingering on the final syllable as if to highlight the extent of the offence. Y'know, something of that ilk, but not as shit.
learning the specific vocabulary and syntax that someone with that accent might use. Sticking with the Welsh theme, because it's objectively the best accent*, there's a bunch of things that differentiate a colloquial South Walean accent, outside of our famed tendency to elongate a vowel to the point of death. The way we use prepositions (where to by is he?), the vocabulary borrowed from Welsh - saying that someone daft is twp, or something small is dwty - can easily signpost our speech as being from that specific area, without needing to type something like "'e's absolutely 'angin', man, pissed as a faaht 'e is!" Something less jarring, such as "He's absolutely hanging, he is." is just as clear. A character who says "Do you want a cuppa?" is coded or located very differently to one who says "You'll have a cup of tea, so you will."
ditto if there are specific ways that someone from a certain area might refer to a well-known concept. Regional words for mother and father, for example, or words that are class-specific; your character who calls his parents 'mater and pater' is likely inhabiting a different socioeconomic strata than your character who calls them 'mam and dad'. See if there's a colloquial way of saying 'yes' and 'no'; a lot can be signposted if your character says 'nah' rather than 'no', or 'aye' rather than 'yes'. A character saying 'couch' is inherently coded differently to one who says 'sofa'.
The reasons that writing accents phonetically is Generally Ill-Advised, In My Opinion are as follows:
quite simply, you're probably not being as clear in conveying the sounds of the accent as you think you are. Taking JK Rowling's work as the best possible example of this, her attempts at writing a Cockney accent phonetically come across like someone is chewing a mouthful of cheese curds and struggling to contain them. There's no consistency, no proper understanding of how to transcribe syllables into writing in a way that coherently conveys the accent she's trying to portray. I mean this so seriously, but what the flying fuck is: 'Well, 'e 'ad these 'ead pains and 'e was def'nitley nervous. Depressed maybe.' It's a crime, is what it is.
it's just plain hard to read. Trying to wade through sentences full of apostrophes and elision, parsing what's actually being said, gets tiresome. It asks the reader to do work that you're actively making harder for them. And that's not always a bad thing! Making readers Put Some Fucking Effort In can be very fruitful! But do you really want them to be struggling to understand every single thing that your Character B is saying for 350 pages?
which leads me onto the last point, and the most important in my mind: writing out accents like this always, always affects accents that are already in some way Othered. They're either racialised or working class, or associated with certain local regions that have negative stereotypes - think the deep South of the US, or the Welsh Valleys. They're never the 'default'. And this raises thorny questions about what the default is, what the standardised accent is, the accents that do and do not merit differentiation from the norm. You're relegating Character B to being hard to read because he's from, idk, Sunderland. You've decided that he isn't speaking 'properly', and therefore the reader needs to understand that other people think he's speaking weirdly. That, to me, is the principle issue. Because returning to JK Rowling (a sentence I hoped never to type), the only characters who speak like this in her work are working class, or they're from other countries. They're never from, you know, Surrey. Wonder why that is. And it's easy to be glib about it, but I do think it reifies class and regional boundaries in a way that's ultimately harmful.
This isn't to say that there's never a place for eye dialect in writing - Trainspotting (edit to respond to some legitimate comments in the reblogs: I bring up Trainspotting because it's written in Scots and Scottish English, not just Scots, but I agree that this isn't the best example as the Scots portions are not part of this conversation in the same way; consider Their Eyes Were Watching God by Zora Neale Hurston as a better example, and apologies for the confusion!) wouldn't be what it is without it, and there's definitely a different conversation to be had when it's your own accent and you're making a deliberate point about identity by differentiating through eye dialect - but I think that the blanket assumption of 'oh shit, my character is from Ireland, I'd better type that out phonetically!' can actually be both damaging to your writing and to your character representation, and I think that instead doing the work to really understand the vocabulary, speech patterns and unique aspects of a language or dialect always makes a work feel more authentic and lived-in.
To wit, less of this shite:
Thereâs mony a slip, anâ Iâm no losinâ sight oâ any oâ my suspectit pairsons, juist yet awhile. (One of the Lord Peter Wimsey novels by the very English Dorothy L. Sayers, if you were wondering, and yes, that's supposed to be a Scottish accent; I'd not be bringing it up if it were a Scottish author writing in Scots)
and more of this:
"Are we straight so?"
"Aye, we're straight," said Jim.
"Straight as a rush, so we are." (Jamie O'Neill, Irish, from At Swim, Two Boys)
*objective determination made via a sample size of one: me, in an elaborate hat.
yeah yeah rainbow capitalism is bad and whatever but like. when I was a child, being pro gay was not the popular or lucrative choice. I'm happy that times have changed.
I miss rainbow capitalism. I do. I miss when it felt like public opinion was still pro gay. I understand it was always an empty gesture, but it mattered in a sense of knowing how socially acceptable being queer is. If that makes sense.
i think we should be ridiculing them more for this. you don't get to try and go all "queer website" when your staff likes to go on nuking sprees targeting the trans fem users
would be remiss not to mention that the rainbow notably straight up just removed the trans flag colors from it. like theyâre gone. itâs the progress flag minus the trans flag colors.
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As summer is approaching, Iâd like to remind everyone that you are not entitled to ask someone to cover up their scars, self inflicted or not. I donât care if theyâre big, I donât care if theyâre noticeable, or purple, or all over their body, or what. You canât police peopleâs bodies.
This also goes for my friends with feeding tubes, ostomy bags, central lines and urinary catheters. People are allowed exist in bodies that stray from the expected norm.
Text of tweet under the cut because it is loooong.
But... Stochastic Parrots.
Timnit Gebru was fired from Google in December 2020 for refusing to retract a research paper, and every single warning that paper made about large language models has now happened at a scale the industry spent 4 years trying to make people forget about.
Her name is Timnit Gebru.
She co-led the Ethical AI team at Google. She co-wrote a paper called "On the Dangers of Stochastic Parrots" with Emily Bender at the University of Washington and two other researchers. The paper was 14 pages long. It was submitted to a top AI ethics conference. And it was the reason Google decided that one of the most senior Black women in AI research could no longer work there.
The story Google told publicly was that she resigned. The story she told, confirmed by 2,695 of her colleagues in an open letter, was that she was fired by email while on vacation because she refused to either retract the paper or remove her name from it.
The paper had not even been published yet.
Here is what she actually wrote, and why every prediction inside it has now come true.
The first warning was about scale itself. Bender and Gebru argued that training ever-larger models on ever-larger scrapes of the internet would produce systems that appeared fluent but had no actual understanding of language. They called these systems stochastic parrots because they would repeat patterns from training data with statistical confidence and zero comprehension. The paper predicted that this apparent intelligence would fool both users and developers into trusting outputs that were structurally incapable of being reliable.
This was 2020. GPT-3 had just come out. The paper predicted the hallucination problem before anyone had a word for it.
The second warning was about bias amplification. The paper documented in detail that internet-scale training data contains systematic overrepresentation of dominant viewpoints and underrepresentation of marginalized ones. The models would not just absorb this bias. They would amplify it, because the optimization process rewards confident outputs, and confidence in language patterns tracks frequency in the training set.
The prediction was that hiring tools built on these models would discriminate against women. That healthcare triage tools would underperform on Black patients. That loan approval systems would entrench inequality while presenting their decisions as neutral algorithmic judgment.
Every one of those things has now been documented in deployment.
Amazon's hiring algorithm penalized resumes that contained the word "women" in any context. Healthcare risk scoring algorithms used by major US hospitals were found to systematically underestimate the medical needs of Black patients. Apple Card's credit algorithm gave wives credit lines 10x lower than their husbands for the same financial profile.
The third warning was about environmental cost. The paper calculated that training a single large language model produced emissions equivalent to the lifetime output of 5 cars. The prediction was that the race to scale would create an environmental footprint that would eventually rival entire industries.
In 2024, Google's emissions were up 48% from 2019, and the company explicitly blamed AI infrastructure. Microsoft's were up 29%, same reason. Both companies have now quietly abandoned the climate commitments they were publicly celebrating the year Gebru was fired.
The fourth warning was about documentation. The paper argued that the training datasets being assembled were too large for anyone to actually audit. Nobody at Google, OpenAI, Meta, or any other lab could tell you with confidence what was in the data their models were trained on. This was not a temporary problem to be solved later. It was a permanent feature of the approach.
In 2023, researchers discovered that the LAION-5B dataset, used to train Stable Diffusion and other major image models, contained thousands of images of child sexual abuse material. The companies that had trained on the dataset had no way of knowing. The paper predicted that category of failure 3 years before it was found.
The fifth warning was the one Google cared about most.
Bender and Gebru argued that the deployment of these systems would centralize linguistic and cultural power in the hands of the small number of companies that could afford to train them. The internet would become a place where the dominant voice was a statistical average of dominant voices, presented as a neutral assistant. Languages underrepresented in the training data would degrade over time as more web content was generated by these systems and fed back into the next training run.
This is now happening in real time. A 2024 study found that 57% of new web content in English is AI-generated or AI-assisted. Researchers studying low-resource languages have documented active degradation in translation quality, because the synthetic content fed back into training is itself worse in those languages.
The paper Google fired her for predicted the model collapse problem before model collapse had a name.
The mechanism behind why this all happened is the part of her work that nobody quotes.
Gebru's argument was not that AI is dangerous in some abstract sci-fi sense. Her argument was that AI is dangerous in a very specific structural sense. The technology was being built by a small group of researchers who shared similar backgrounds, worked at similar companies, and were rewarded for shipping products faster than competitors. The incentive structure made it impossible for safety, ethics, and bias concerns to slow anything down. Anyone inside the system who raised those concerns was either ignored, sidelined, or removed.
She was making that argument from inside Google.
Then Google proved her right by removing her.
The team Google had built to make sure their AI was safe was dismantled in 90 days because they did the job they had been hired to do. Margaret Mitchell, the other co-lead of the Ethical AI team, was fired two months after Gebru for searching through her own emails for evidence of how Gebru had been treated.
Gebru did not stop. She founded DAIR, the Distributed AI Research Institute, in 2021. The mission is to do AI research outside the control of the companies that have a financial interest in not hearing the answers.
Every prediction in the Stochastic Parrots paper has now been validated by deployment. Hallucinations are an industry-wide problem the largest labs cannot solve. Bias amplification has been documented in hiring, healthcare, lending, and criminal justice. Environmental costs are larger than entire small countries. Training data audits remain impossible. Model collapse is an active research crisis at every major lab.
The question worth sitting with is the one almost no one in the industry will say out loud.
Every researcher with the technical credibility to call out these problems watched what happened to her in December 2020 and made a calculation about their own career. The number of people willing to speak publicly about safety and ethics issues inside the major AI labs collapsed after that firing and has not recovered.
The researcher Google fired for warning about exactly what is now happening was right.
The company that fired her is now the second-largest deployer of the technology she warned about.
And the people inside that company who agree with her are not allowed to say so.
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It's not that I don't like my studies, but I am TIRED. So it's hard to care and be happy about it at the moment.
There's been an issue with our uni's servers, I couldn't use my student login to access any resource on Friday night, and I couldn't submit my paper, since the website wasn't accessible either. I didn't even finish it, because I had. Stuff. going on. and the professor in charge didn't grant me an extension đ all my classmates agreed it was with a stupid reason too, but we can't change that fact. So my paper isn't finished because I didn't take advantage of the outage to take more time and submit later. And now I have to submit anyways, because I'd rather have a super low grade than no grade. Mathematically, it's better too. I'm just super anxious about it.
As for my thesis, it's growing. I hate writing out the ideas, it's very hard, but with the power of the deadline coming soon, it's going on.
Here is an article from NPR about it (May 22, 2026):
Carolina Milanesi, an independent technology analyst, said Google is trying to make its cash cow business â search â richer and more personalized, and it will make shopping easier. But there is a risk that users may have fewer choices about what to click.
"Right now it's: I ask a question, I get a bunch of answers and I feel that I'm in control as to which answer I take, or if I'm looking for something, which product I'm going to end up buying. That is going to be less so going forward," she said.
Milanesi envisions AI-enabled search and agents proposing products to consumers â perhaps even those they have requested â but with less clarity or choice around where it's coming from.
"If you're going to say: 'I want a pair of Jordans, go find them,' you're not necessarily sure what steps have been taken and whether the AI has used a source or a store that was paid for and therefore came up in the search results," she said, "or if AI actually went and did their due diligence and picked the best for me as a customer."
And here's one from Time magazine (May 20, 2026):
While Google already has âAI Mode,â the company will now power the whole search bar through its new Gemini 3.5 Flash model.Â
Instead of the classic list of blue links, Google Search will now also generate a custom page with an AI-generated summary of what youâre searching about, which will then trigger a conversation with AI Mode on the main page, allowing users to ask follow-up questionsâsimilar to the kind of layout you would see when opening ChatGPT.
And a little more from Time's article on how this may affect the websites that we are trying to search for:
When Google first started implementing AI-assisted results, news publishers warned of âcatastrophicâ impacts on the industry, much of which relies on Google search to drive users to their websites.Â
Last year, news websites saw significant traffic declines as chatbots increasingly replaced Google search as the primary way to find sites and ask questions.Â
Small businesses also noted drops in traffic to their sites from Google, which has traditionally delivered customers. Â
Lily Ray, vice president of SEO strategy & research at Amsive, a digital marketing agency, warned as early as last year that Googleâs planned changes to search are âgoing to have a devastating impact on the Internet.âÂ
âIt will severely cut into the main source of revenue for most publishers and it will disincentivize content creators who rely on organic search traffic, which is millions of websites, maybe more,â she told Technology Magazine. Â
The concept that married people live longer is interesting. I'm sure there is some merit to the idea that if you're married there is someone there to nag you about going to the doctor, but I think much larger factors are having the finances of dual incomes and access to an immediate support person.
Surgeries require having a designated person to look after you. Many injuries require driving to somewhere like an emergency room which can be hard to do if you are the one injured. If you're home with the flu, it's hard to tell when it's bad enough to go to the hospital without another person checking on you. And if you pass out it requires another person to find you like that to get medical aid.
You can prop it up as the benefits of marriage, but I think there's a much deeper discussion to be had about how we've built society around marriage as an inevitable conclusion and neglected to build support systems that function outside of romantic pairings.
At first I didn't like having Copilot, Window's AI, on my laptop. But then it turned out it's opening shortcut, Ctrl+Alt+C is the same shortcut as Libre office Writer's comment creation. A function I'm using heavily to write my thesis. Function that didn't write with Copilot opening instead.
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"Kill your local sex offender!" Oh, you mean the guy who went streaking at his local college football game on a dare one time? That's a sex crime.
"No, I mean-"
Oh, maybe the woman who had to pee in a public park that only had pay toilets, so she tried to hide behind the bushes but got caught? Public urination is a sex crime.
"What? No, I mean-"
Oh, maybe you mean the homeless guy who had to strip down to get his clothes in the laundromat to clean them for the first time in weeks? He tried being subtle, but someone called the cops on him, and now he's on the sex offender registry for public nudity.
"Rapists and pedophiles! Kill rapists and pedophiles!"
Oh, like the trans woman who got called a pedophile groomer for helping a trans kid escape her abusive parents?
Or maybe the black man who got labeled a rapist because he came on to another man's wife, and he decided to get back at him by charging him with rape?
How about the 17 year olds who were fooling around, fully consensually, in one of their bedrooms? That's still technically underage sex and thus rape of a minor.
Oh, or maybe you're talking about the doctor who performed genital reconstructive surgery in a state that just voted to get that classified as rape?
People will do everything they can to get you convinced rape and pedophilia are the worst crimes possible, then accuse whoever they like the least of being either a rapist, a pedophile, or both, counting on you turning on them just for being accused of the crime.
"Oh, so you're saying you don't want to kill a serial rapist?"
That's exactly what I'm goddamn saying.
Once we decide a group is okay to kill, the government will do everything they can to convince you that their political enemies are either part of that group, or just as bad as that group, to get you to kill their enemies for them.
The only way out is to accept every life as worth saving.
If you havenât heard, today PolyCystic Ovarian Syndrome has been renamed to Polyendocrine Metabolic Ovarian Syndrome. This change reflects that this is not a reproductive âproblemâ but a whole body disease.
(Text: PCOS affects an estimated 10-13% of reproductive-aged women. It is estimated that up to 70% of women with PCOS worldwide do not know they have this condition.)
The Lancet link about shift to PMOS. Spread this to everyone who works in health care now. People with uteruses and ovaries are in agony - yes, the whole body suffers a crisis every fkn month - and health care should help
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