hwat's up gays

hello! i'm fern I have approximate knowledge of some things | queer af | they/them | 27 | ♓ | local dog enthusiast |

[manuciruja]

awww the like button turns into a rainbow when you press it! that's so cute...hey staff what's with all the trans women you keep nuking?

[manuciruja]

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

[noneedtofearorhope]

seen this survivalist/prepper type infographic about the FIVE ABSOLUTE ESSENTIALS IN THE END OF THE WORLD and of course it has water listed, seems obvious. but then the little blurb about why mentions 'for flushing'... you're not going to make it.

[noneedtofearorhope]

since i rarely see mention of solutions for human waste in my occassional peeks into shtf spaces, i figure most of you (who assume generally are even less familiar with such spaces) probably aren't aware, so here is a relatively simple, easy to prep option: the bucket toilet (preferably the twin bucket toilet)

Bucket toilet - Wikipedia

so yeah... save your water for more important things than flushing, such as washing your hands after you use the loo!

[unbossed-deactivated20251218]

If you're ever in a situation where you need to know this then you'll be in a similar situation, hygiene-wise at least, to mine whenever I was deployed as an infantryman. Here's the manual I used as leader of the field sanitation team in my unit's advance party. It's got a lot of toilet options and it tells you how to place it safely separate from your cooking facilities, if you happen to be maintaining a camp for an extended period of time for some reason.

[save-the-child-qais]

What I am about to say is the hardest thing I have ever written. Five days ago, three missiles struck the place where we sheltered. Screams and dust filled everything; I awoke injured in a hospital.

[save-the-child-qais]

When I regained consciousness, the first thing I did was search for my two children. My heart raced with terror as I called their names, fearing I might never hear their voices answer me again.

[save-the-child-qais]

I will never forget those who searched for me and worried when I suddenly disappeared for days. But concern alone cannot rebuild our lives. We urgently need a new tent and medicine. If my story moved you, please turn that feeling into action today.

Please donate now Gofundme

[glumshoe]

do not go to Dr. Kenneth Wolf for top surgery

[glumshoe]

I went to him because he was 1.) the cheapest possible option and since I needed crowdfunding that seemed best 2.) within driving distance of my friends who’d be able to host me. I didn’t have any complications and I don’t hate my results, so the fact that he stopped offering free revisions after COVID (including for people who had their surgeries before the pandemic) and ghosts everyone isn’t a huge deal personally. I do have moderate to severe dog-earring right in the middle my chest which limits what clothing I can wear and have inquired about possible revisions with other surgeons (so far no one has been willing to operate on other dr’s work and have told me I’d need to pay the price of a full secondary top surgery). Dr. Wolf famously ghosts all his patients after surgery and has strict weight limits.

HOWEVER I accompanied my friend to their top surgery at the University of Michigan last year that made Dr. Wolf’s entire process seem back alley and sketchy by comparison. My friend had extensive pre- and post-surgical monitoring and extreme sanitary precautions. Dr. Wolf just had me take off my shirt and slapped me on the operation table still wearing my street clothes and then scraped me up and sent me home the moment I regained consciousness. His bedside manner was offputting and uncomfortable. It has been impossible to contact him ever since, even to ask politely why my stitches look so different from his other results. Other people with much worse results have also been ghosted.

[lagonegirl]

i’m speechless

This is how the system of white supremacy  operates. The media is used 2 create stereotypes like blk on blk crime.They need black men to fill jail cells for the Prison Indstrial complex

You know what? I’m tired of this. I do not know what exactly they are waiting for. I mean our government comes up with “reasons” to invade other countries, such as Syria, like their government is allegedly violating human rights or something like that. but… I mean for other countries, they do not even have to go deep to bomb the fuck out of this place, they can just look at our media. And this has been happening to people of color since the media has existed.

I’ll never forget this 👇🏾

[avd-justin-deactivated20180723]

Did a research project on this in undergrad and the results are extremely alarming because it’s not just in imagery, it’s in language used even in the law making process and within our own communities in a completely different way than expected.

[king-shango-the-great]

This ☝🏿

[leebrontide]

Ok so my kid had an ear infection, right? As kids often do.

The doctor scraped out a bit of earwax to have a better look inside.

I was sent a bill for $200 PER EAR for this 5 second procedure which I did not give permission for them to do.

That was key- they did not ASK me if they could do this "procedure". And, as I OWN a medical practice (it's me. The medical practice is me, sitting in my house on video calls) I knew to call them when this bill came in to be like "You did not obtain informed consent for this procedure, and it was not en emergency procedure. You had full ability to gain my consent and didn't. I'm not paying."

And the massive hospital who owned the bill said "yuh-huh you do have to pay."

And I said "I own a practice. I know these laws. I do not owe you money for this."

And they conducted an "internal review" and SURPRISE! Decided I totally owed them money and they had never done anything wrong ever.

And so I called my state's Attorney General office, and explained the situation because, as I mentioned, I know the law. The AG got in touch within a couple days to say they were taking the case and would send the massive hospital conglomerate a knock it off, guys letter.

Lo and Behold, today I have a letter where said hospital graciously has agreed to forfeit the payment.

"How not to get screwed over by companies" should be part of civics class.

Know your rights and know who to call when they're infringed on. This whole process cost me $0 and honestly less effort than I would have expected.

May this knowledge find its way to someone else who can use it.

[musefortheages]

This post is super cute and all but like.... This isn't practical advice. I called the AG???? And they got involved over a $200 bill. Maybe because you yourself are a medical practitioner. Not just your knowledge but also your status.

Civics class wouldn't help most people in this case because the AG will not take on all these cases and most people cannot afford an attorney in this instance or more importantly, the hit to their credit.

The issue is not education over the system, it is the system

[leebrontide]

I agree the system is a mess but I think education does matter because people seem not to know that this is actually perfectly routine AG office stuff. I’m not the only person who’s done this- this is just what they do?

Were they going to get into a lawsuit over my $400 bill? No obviously not. But they printed up a letter on fancy letterhead to say to stop and it worked. They followed up with me the next day to be sure, and so ask how much money they had saved me.

They use dinky cases like mine to track habitual misbehavior of large scale companies to build cases they could actually go to court over.

And because people are shocked- I never spoke to the AG of my state directly. He operates mainly by overseeing a whole crew of people. And this is what those people do.

This didn’t happen because I’m special because of my tiny therapy practice.

This happened because this is what the AG office is for.

“The problem is systemic” doesn’t mean “and there’s nothing you can do”.

This is a systemic problem but that doesn’t mean there are no resources to help.

[ktempestbradford]

Thank you for clapping back on this. I'm here to reinforce. Yes, you CAN call your state Attorney General office when an entity is doing something illegal, even if it's "only" for $400. You think they don't care a hospital is doing a crime because it's not a big enough crime?

Then you've been trained well by "The System".

Yes, that System you say can't be fought? Where did you get that idea, huh? Who taught you that "small" acts of illegality don't matter? Who made you think that there's no point in fighting back because it will all come to nothing?

Might it be the same entities that benefit if you believe all that?

Gonna pause and let you ponder.

Never. Ever. EVER.

EVER.

Let companies or corporations or hospitals or organizations or any business big or small get away with screwing you over without a fight. Maybe you personally don't win every fight, but you lose 100% of the time you don't try. You'll win more often than you think you will. I know cuz I've done it.

So have others. Attorneys General offices bring lawsuits against businesses all the time. They do so because citizens contacted them to say "someone is doing a crime" and the crime doers did not stop when told and got into way more trouble than if they'd just stopped. FAFO. The Find Out can't happen if you don't even bother to report the Fucking Around.

On that note, as OP said, please know your rights! And, in a situation where you don't but suspect something is hinky, ask! The people of the internet can help! So can librarians! So can many others. Find out what is and is not okay for them to do. If it's not okay, report them! See something, say something.

Don't let the System win by default.

Fight, damnit!

[themardia]

Additionally, pay attention to State Attorney elections! Here in Minnesota, our AG Keith Ellison has made it a POINT to go after slumlords, has created an entire UNIT in the AG office dedicated to wage theft, and gone after debt relief for people who were conned by those scummy fake universities. And despite MN being a blue state, one of his elections was a fucking NAIL-BITER.

Absolutely fight the system, absolutely go to your AG office if you’re being screwed over, and also pay attention to the people running for AG in the first place.

[sabra-n]

Government of the people, by the people, and for the people only works if the people make it work. That's you! You're the people.

"Don't bother doing anything because nothing will happen" confused cause with effect: it's really "Nothing will happen if you don't bother doing anything." Yeah, I know, it's a travesty that they don't hand you psychic powers when you take your oath as a civil servant, but until we fix that clear defect in our democracy: you're serving the public, too, when you report fuckers like this.

[ktempestbradford]

Not gonna leave this in the tags:

[mxlabradorite]

Suspicion of The System™️ is one of the ways The System™️ perpetuates itself.

If you believe The System™️ is only for Them™️ and not you, it will only ever be so.

Know the rules so you can make them work for you. Or better, how to break them in ways that hurt The System™️ and help you.

[bitchesgetriches]

Companies That Tried to Save Money With AI Are Now Spending a Fortune Hiring People to Fix Its Mistakes

Companies that rushed to replace human labor with AI are now shelling out to have IRL workers to fix the technology's screwups.

Delicious. We love to see it.

[tobaeus]

@ralfmaximus

[ralfmaximus]

Ultimately, she spent 20 hours redoing the copy from scratch — and with her $100-per-hour rate, that meant her client was shelling out $2,000 for copy that likely would have ended up being far cheaper had a human just written it in the first place.

I love stories like this.

[tacofriend]

Get peer reviewed!

[lierdumoa]

[all-things-are-nothing-to-me]

I was a teenage anarchist during the green scare and so I witnessed it first hand.

Bounty Hunters & Child Predators

CrimethInc. Bounty Hunters & Child Predators Inside the FBI Entrapment Strategy 2012

Why Misogynists Make Great Informants

Courtney Desiree Morris Why Misogynists Make Great Informants How Gender Violence on the Left Enables State Violence in Radical Movements

Green Scared?

At the end of 2005, the FBI opened a new phase of its assault on earth and animal liberation movements with the Operation Backfire arrests.

Snitches & Sleuths: An Update from Puget Sound Prisoner Support

This information was compiled from public arrest documents regarding incidents in the Seattle area and does not involve sensitive or persona

No Trace Project

No trace, no case. A collection of tools to help anarchists and other rebels understand the capabilities of their enemies, undermine surveil

[zylahbee]

sexism in medicine kills people. racism in medicine kills people. fatphobia in medicine kills people. queerphobia in medicine kills people. classism in medicine kills people. ableism in medicine kills people.

do not downplay people’s fears about being mistreated because they are a part of a marginalised group. it is a matter of life and death and you should be angry about it.

[justalurkr]

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.

[irispurpurea]

This is the paper. It's excellent, highly recommend reading it.

I remember reading about Gebru's firing but I had no idea this was the paper she was fired over.

[rthwrms]

HOW TO START (2026)

[bugdotpng]

image transcriptions under the cut

How to Start by rthwrms

for the times when you really truly want to do something, but find resistance or that starting feels impossible

most helpful action to get into a task is: look at it options include: review what you've already done open the tab on screen blur your eyes at first if that helps fullscreen the image browse or skim relevant texts let your gaze move around how it will JUST...LOOK!!!

Your brain has resistance towards starting the particular project in the way that you've previously conceived of it. Instead of fighting that resistance, try to change your approach to starting your work. Ie, start with colored pencils on a piece you were doing in gouache, include a new stitch in a crochet piece, Step one: identify the process Step two: identify places where something new can be included Step three: brainstorm new options to fill these spots Step four: select one or more options and try your piece from this new angle

encourage yourself by asking questions start with: "What am I actually trying to do right now?" then try: "What would this look like if it were more fun?" "How would I do it if anything was possible?"

divide into discrete tasks make the closest or shiniest one literally as small & specific as freaking possible

image text: I BELIEVE IN YOU screenshot text: The world is full of magic things, patiently waiting for our senses to grow sharper. W.B. Yeats (via billowy)

there is a window now there is a door

// end post transcription

[thevulturesquadron]

[roconize]

Today I woke up at 2 AM. Instead of falling back asleep my brain decided to conjure up these images which haunted my mind palace until properly expelled

[ravioliet]

[valtsv]

unfortunately i can never hate on a "power of friendship" narrative no matter how corny because the thing is it's literally real

[hagiomoto]

Please increase your contribution to The Sameer Project.

The Sameer Project Official: Instagram | Linktree

We are a donations based aid initiative for Gaza led by Palestinians,

[wobblydev]

It is the job of the police to oppress the working class on behalf of the bosses. Do not believe the sanitized rhetoric of the powers that be—all positive social change was fought for, tooth and nail. They will never make concessions without mass action.

Take care of each other out there. Never act alone. Don’t talk to cops.

[headspace-hotel]

as promised, the transplanting tutorial

most sources make transplanting sound incredibly difficult, but transplanting young seedlings from areas with sparse dirt, like a driveway or roadside, is actually incredibly easy and can get you some great stuff. Once I worked out the method, i've had a very high survival rate

it took me like a month of trial and error to figure this out so you don't have to.

Feel free to repost, no need for credit

[seaweed-solarpunk]

FREE TREES AND FLOWERS!

It is a common belief that native plant gardening is hard and expensive but plants are free. They're everywhere. They just do their thing.

It is common for seedlings to grow in places they cannot survive longterm; the side of the road, pavement crack, gravel driveway.

How did they get here? Plants spread their seeds in a variety of ways. Some of the main ones are:

birds: when birds eat berries and fruits, the seeds are not digested and sprout in the ground when the bird poops.

wind: lots of seeds have fluffy parachutes of helicopter wings so they can be blown far away to find a place to grow

water: rain and streams can wash seeds away and leave them in a muddy area to sprout

mammals: acorns and nuts from trees are foods for families, who bury them later. sometimes they sprout into trees instead

A seed will do its best to sprout... whether it's a good place for a fully grown plant or not. Plants that sprout in harsh places are sometimes beautiful and vulnerable species, and they are easy to transplant.

Here's how:

you will need

a pot: A red solo cup is the right size for most transplantable seedlings- don't use anything much smaller. You can also use an orange juice carton or even a cardboard box. Make sure you cut holes or slits in the bottom so it won't be soggy forever when you water it.

potting mix: it's not the same as dirt- it's lighter, fluffier and drains easily.

a place to put it: put them outside where they get some sun, but not where they get direct sun all day long. If they're on a surface that gets hot, elevate them by putting them on a cardboard box or something.

The idea is to transplant seedlings that wouldn't survive where they are. Don't just uproot plants that aren't in any danger. Obviously don't do anything dangerous or illegal. AVOID roads with frequent traffic or main highways. Do NOT put yourself at risk of being hit by a car.

I collect from roadsides because I live in a neighbourhood with no outlet. If you grab an invasive species, it's in a pot where it can't hurt anything and you can just kill it.

NEVER plant anything in the ground without knowing what it is, though.

A seedling this size (about an inch) or smaller is most likely to survive. The two most important things are to keep as much of the root intact as you can and to make sure the roots stay damp. You can wrap the roots up in a wet paper towel.

How to transplant:

From gravel: seedlings growing in gravel or pebbles are easiest to transplant. Remove bits of gravel one by one and carefully pry up the pieces that are stuck, until the roots are exposed. Mulch can be removed the same way.

From a crack in the pavement: Very carefully pinch the stem as low to the ground as you can and shift and tug until you pull it free. Be patient! Breaking small roots is fine but if you hear the main root 'snap' RIP to the plant.

From dirt: Digging around the whole plant is hard to do quickly and seamlessly. Soaking the ground in water or searching after a rain can help you gently pull small plants up.

How to put them in a pot:

Carefully put potting mix around the roots. Don't crush them.

Don't touch any part above the lower stem with dirty hands... especially not new leaves. A speck of dirt on a delicate new leaf can make it start rotting which will spread to the whole plant. Water, immediately. Get only the potting mix wet, not the leaves (that can make them vulnerable to rotting).

Seedlings with broad, big leaves can dry up easily from direct sun exposure, but many aren't happy in the shade So you can cut one of these (cardboard toilet roll centre) in half and put the half around the seedling like a "collar".

How to take care of them:

After transplanting, plants are very weak. It's like recovering from an injury or illness.

Check on the plants at least a couple of times a day and water a little if the potting mix is dry. I like to adjust their location at different times of the day- newer seedlings might need to be moved to a shadier spot when it's sunniest, but later in the evening plants in the shade benefit from being put in the sun.

Don't be discouraged if they die, they had a very harsh early life and some of them won't make it.

As they get bigger you can identify the species you have and decide if you want to plant them. My policy is to plant only species that are native to my area. You WILL find invasive species and you want to get rid of those, trust me. Uprooting them and leaving them on a concrete surface kills just about everything. Don't throw an invasive plant in the grass and DO NOT try to compost them.

That's all. Embark on your life armed with this knowledge.

[orchidvioletindigo]

The text above is an image transcription.

[fenixfoxtrot510]

Does anyone know good resources for identifying the plants?

[headspace-hotel]

I advise becoming familiar with the invasive species in your area first and foremost. Then, iNaturalist will be a great help. You can also try plant identification apps (they're not perfect but they give you something to look up and compare) and for the USA, my favorite plant website is wildflowersearch.org. It has loads of links to other useful websites with every entry.