hello.

There must have been a moment, at the beginning, where we could have said -- no. But somehow we missed it.

[hillbillyoracle]

New Free Minizine - "Online Alternatives"

100 random non-social media websites, 20 offbeat youtube channels to check out, 20 online missions to do instead of scrolling on social media -- the internet is so much bigger than the algorithms would have us think so I hope this inspires you to go out and explore!

[[ get a printable or read only copy here for free - enjoy! ]]

[black-quadrant]

sometimes all you need is one passionate person who goes berserk for your work to keep you creating

[djarinmuse]

I literally love all of you, but as a Tumblr veteran, Tumblr's main feature is the reblog feature. It is the beating heart of the dashboard and the foundation for a chronological timeline. The For You page here should not be your default setting.

You guys have got to start reblogging stuff you enjoy, especially, specifically gifs and fan art but also fics and fan theories or even hot takes if you're not afraid of a lil discourse. I'm tired of being the first or third reblog for a person's post and then seeing my blog's followers do nothing but hit like, while blogs sit there with no new posts in months or years!

Reblog more stuff please. Thank you, have a good day.

You're not even going to reblog this post are you 🫩

[triassictriserratops]

fandom dies in the likes. You HAVE to reblog.

[whatif-ialreadydid]

Reblog more stuff please! 🩷🩷

[jerreeeeeee]

not every mutual fits neatly into an archetypal medievalism but there are some mutuals that im like yeah addressing you as “my liege” would come strangely naturally

[jerreeeeeee]

what mutual is prev

my liege lord

my loyal knight

my wise wizard

my evil advisor

my brother in arms

my lady muse

my wild mermaid friend

my fellow alchemist

my dashing rapscallion

my monstrous foe

Remaining time: 1 day 13 hours

[di--es---can-ic-ul-ar--es]

ME AND WHO

[shieldfoss]

#why do they call it the little death if not to remind you to do a post mortem.

lmao

[closertotheheartofthesunrise]

no no @nogoodhorsethief, you have something here

[happyk44]

[ID: 1. Tweet from Eliezer Yudkowsky @/ESYudowsky dated April 30th 2025: The way to get good at sex is the same as the way to get good at any other process: Once you're all done, roll out the whiteboard and together do a no-fault analysis of what went wrong, what went right, and what could've been done differently.

Reply tweet from @/ESYudowsky quote-retweeting a separate cut-off tweet: Reactions divided into "lol u autists" and "well yes that is how it works" and my friends it is the second class that has acquired dangerously high sexual capabilities

2. Tags reading: #they call it debriefing because you do it without your briefs #or something idk /end ID]

[thegenderal]

even before i lived in a place with a massive population of feral cats decimating the wildlife i had read the studies and knew the data said that TNR did not work and we need to be trapping and euthanizing feral cats but now that i’ve lived in a place where there are an enormous number of feral cats it’s like, inconceivable to me that anyone supports TNR, not just for the health of the world but for the sake of the fucking cats

[thegenderal]

nobody will even acknowledge it not even in most conservation circles. We have a solution to a massive, massive problem that is more humane, cheaper, easier, takes less time, prevents animal suffering, and saves valuable members of our disappearing ecosystem. And nobody is even willing to theoretically acknowledge that it exists outside of a few very small circles.

[thegenderal]

it works. It works. It is better for the cats. It’s better for the cats. Living in a place where you cannot drive 10 minutes without seeing a new roadkill cat almost every single day really makes you think about how much suffering could have been prevented if we just dealt with the problem we have created. It’s not a pleasant way to go, being hit by a car. Or being ripped apart by a predator, or eating a poison, or starving to death, of dying of an infection, or an illness, or any of the hundred thousand ways an animal in the wild passes without human intervention. Euthanasia is simply falling asleep. It is fucking wild to me that saying you think we should take responsibility for our mistakes and ensure that cats fall asleep peacefully instead of capturing them and then hurling them back out into the world SPECIFICALLY in order to allow them to die in agony makes people treat you like a fucking serial killer.

[thegenderal]

And if you don’t care about cats dying in agony do you care about the world around you? There’s a species of bird we only know ever existed because someone’s cat brought home our only example. That’s horrific. We’ve lost so much biodiversity because we simply won’t listen to the research, which again, has proven that TNR is not effective.

[thegenderal]

a peaceful death is not the worst thing that could happen to an animal.

[thegenderal]

@cathartidae sources for ya!

Sources:

https://ask.ifas.ufl.edu/publication/UW468 “How Effective and Humane Is Trap-Neuter-Release (TNR) for Feral Cats?” 

https://pmc.ncbi.nlm.nih.gov/articles/PMC6523511/ “A Case of Letting the Cat out of The Bag—Why Trap-Neuter-Return Is Not an Ethical Solution for Stray Cat (Felis catus) Management” (also has a thousand references attached that are handy)

Not a reference so much as the human society actively admitting that TNR does nothing to decrease population, actively contributes to harming wildlife, and doesn’t actually help the cats in any way, just reduces some of the nuisance behavior that people complain about: https://www.animalhumanesociety.org/resource/real-impacts-trap-neuter-return

Unscientific from here on out as i don’t feel like trying to find the studies i read in like January of last year:

https://hahf.org/awake/the-trouble-with-trap-vaccinate-neuter-return/ “The Trouble With Trap-Neuter-Re (Abandon!) from the hillsborough animal health foundation, articles also link to studies

https://abcbirds.org/wp-content/uploads/2015/05/The-Evidence-Against-TNR.pdf from the american bird conservancy, has scientific articles quoted. 

[thegenderal]

Even More Sources on TNR being non-viable and ways that cats are impacting the world from birds to *hawai’i’s monk seals*

Animal Emergency and Referral Center of Minnesota. (2022, October 26). Indoor cats vs. outdoor cats. Animal Emergency & Referral Center of Minnesota. https://aercmn.com/indoor-cats-vs-outdoor-cats/

Campbell, V. (2017, January 25). The Obituary of the Stephens Island Wren. All About Birds. https://www.allaboutbirds.org/news/the-obituary-of-the-stephens-island-wren/

Castillo, D., & Clarke, A. L. (2003). Trap/neuter/release methods ineffective in controlling domestic cat “colonies” on public lands. Natural Areas Journal, 23(3).

Coe, S. T., Elmore, J. A., Elizondo, E. C., & Loss, S. R. (2021). Free-ranging domestic cat abundance and sterilization percentage following five years of a trap–neuter–return program. Wildlife Biology, 2021(1). https://doi.org/10.2981/wlb.00799

del Hoyo, J., Collar, N., Kirwan, G. M., & Sharpe, C. J. (2022, October 25). Guadalupe storm-petrel (Hydrobates Macrodactylus), version 1.2. Birds of the World. https://birdsoftheworld.org/bow/species/guspet/cur/introduction

Dickman, C. R., & Newsome, T. M. (2015). Individual hunting behaviour and prey specialisation in the house cat Felis catus: Implications for conservation and management. Applied Animal Behaviour Science, 173, 76–87. https://doi.org/10.1016/j.applanim.2014.09.021

Edge. (2019, June 19). Guadalupe storm-petrel. EDGE of Existence. https://www.edgeofexistence.org/species/guadalupe-storm-petrel/

Galbreath, R., & Brown, D. (2004). The tale of the lighthouse-keeper’s cat: Discovery and extinction of the Stephens Island wren (Traversia lyalli). Notornis, 51(4).

Hawai’i Department of Land and Natural Resources. (2025). Feral cats. Feral Cats. https://dlnr.hawaii.gov/hisc/info/invasive-species-profiles/feral-cats/#:~:text=Feral%20cats%20on%20islands%20have,kill%20approximately%202.4%20billion%20birds.

Loss, S. R., Will, T., & Marra, P. P. (2013). The impact of free-ranging domestic cats on wildlife of the United States. Nature Communications, 4(1). https://doi.org/10.1038/ncomms2380

McGregor, H., Legge, S., Jones, M. E., & Johnson, C. N. (2015). Feral cats are better killers in open habitats, revealed by animal-borne video. PLOS ONE, 10(8). https://doi.org/10.1371/journal.pone.0133915

Medina, F. M., Bonnaud, E., Vidal, E., Tershy, B. R., Zavaleta, E. S., Josh Donlan, C., Keitt, B. S., Corre, M., Horwath, S. V., & Nogales, M. (2011). A global review of the impacts of invasive cats on Island Endangered Vertebrates. Global Change Biology, 17(11), 3503–3510. https://doi.org/10.1111/j.1365-2486.2011.02464.x

National Research Council. (1992, January 1). Scientific Bases for the Preservation of the Hawaiian Crow. U.S. National Library of Medicine. https://www.ncbi.nlm.nih.gov/books/NBK235935/

NOAA. (2024, August 29). Toxoplasmosis and its effects on Hawaiʻi Marine Wildlife. NOAA Fisheries. https://www.fisheries.noaa.gov/pacific-islands/endangered-species-conservation/toxoplasmosis-and-its-effects-hawaii-marine

Read, J. L., Dickman, C. R., Boardman, W. S., & Lepczyk, C. A. (2020). Reply to Wolf et al.: Why trap-neuter-return (TNR) is not an ethical solution for Stray Cat Management. Animals, 10(9), 1525. https://doi.org/10.3390/ani10091525

Reed, L. (2022). The effects of free-roaming cats on native wildlife populations. Wildlife Rehabilitation Bulletin, 40(1), 17–21. https://doi.org/10.53607/wrb.v40.250

Salano, E. (2024, October 5). Eliciting the effect free roaming cats have on Native Hawaiian wildlife using stable isotope analysis. UKnowledge. https://uknowledge.uky.edu/biology_etds/103/ 

Steele, J. H., Thorpe, S. A., & Turekian, K. K. (2009). Encyclopedia of Ocean Sciences. Academic Press. 

science says it’s long past time to stop prolonging the suffering of feral cats, for the sake of the people, the native wildlife, and the goddamn cats themselves.

[boundless-ennui]

I was at a friend's house to check on carcasses I had macerating in his yard. A little grey cat ran up to me, yelling her head off in friendliness and wanting nothing more than to be pet. I had nothing to give her but let my friend know he should catch her since she was so friendly. I am ashamed to admit I didn't give her much thought beyond that, finishing my work and giving her a last pet before going home.

My friend told me how he'd seen her before but she always vanished before he could catch her. He works far too many hours and is always tired so he couldn't prioritize catching this cat.

Three months pass with no sign of her. I go back with my partner to check on carcasses and this same little grey cat appears. This time, however, a tooth has been snapped off and her tongue is so badly cut that she can't keep it in her mouth. She was thin and dirty and screaming to please be given some food.

This time I couldn't look away. I asked my friend's girlfriend if I could borrow a cat carrier. She loaned me one and a tin of wet food that the grey cat willingly followed into the carrier. She didn't care at all about being put into the carrier - all she wanted was a hand on her. She'd arch up against the top just so my hand would rest on her back for a moment.

We drove through rush hour traffic to the only shelter still open. We knew we couldn't keep her and I couldn't stand the thought of putting her back out on the streets to die slowly.

The shelter couldn't take her. Her ear was clipped so she was a "community cat" and outside their ability to help. They tried desperately to offer alternatives to me as I cried over her carrier, knowing I couldn't take her home but also that if I didn't I couldn't live with the thought of her back on the streets.

I made a Hail Mary call to a local friend who is very connected in our city. They didn't have my number saved but answered all the same to hear me sobbing about a cat I'd found and to please help me find a place for her. Please. If I don't find something then she'll be alone on the streets again to die.

My friend came through. I could keep the cat in their garage overnight and in the morning my friend would be back in the city and could find someone to help the cat.

The shelter folk gave me a crate and some food - their hands were tied but they didn't want to leave me with nothing. They were good people doing the best they could in their own system. Community cats were ones they weren't allowed to "waste" resources on. Ostensibly they'd been dealt with and their fate decided. There was nothing the shelter folks were allowed to do for them.

I took the cat to my friend's garage. She was settled into a crate on towels, happy as a clam to be warm and safe. This was a cat made to be loved and to love, as she immediately began trying to groom one of my friend's roommates. He stayed in the garage with her, giving her food and water and in exchange having no say on whether she was in his lap or not. She was always in his lap.

Nobby Nobbs (so named for the only other character known to man that is as scrungly as she is) was then formally adopted by my friend. Her tongue has healed, her fur remains scrungly, and she's every bit the rabid love bug I suspected her to be when she came to me yelling to be pet.

She's a TNR cat. Someone thought they were doing her a kindness in that and if nothing else she didn't add kittens to the world but that doesn't negate the pain she suffered before I found her - the broken teeth, the lacerated tongue, the ulcerated cheeks, the flea-bald patchiness of her coat.

I say this as someone who adores this cat and has the privilege to see her loved and cherished: I wish she'd never had to suffer what she did. I wish people were alright making the harder call that leads to less misery on the side of the cats.

TNR is a polite fiction, nothing more. Just so the humans can pretend they've done right by the same cats they're letting loose to die miserably somewhere else. As long as the humans don't see it it's fine.

The shelter folks told me she's a community cat and that I could take her home and release her by my house. Then I could feed her myself and keep up with her and know where she was! I could still keep her, after a fashion.

I am not proud of how I snarled back that I would never exchange a quick death for a slow one. I would be giving her a different funeral plot, not giving her a life. Even near me she'd be just as vulnerable to the innumerable predators that find cats quite delicious, let alone cars and poisons and the other cruelties humans practice on stray cats.

She's the second stray cat I've met that when I held them the cat melted in my arms, purring and so desperately wanting to be loved. The first cat I was able to trap and take to a local shelter only to find when I called to check on him a day later that his health had been so terrible, so beyond help, that he'd been put down. All the love in that tiny body lost because the people I lived beside didn't care enough to trap the cats they had.

My partner was asleep. I woke her up to crawl into her arms and sob, my heart breaking for the stupidity of the humans who hadn't cared enough to grant this poor little cat the chance to be either an indoor cat, loved and cared for, or to grant him a quick death long before I met him. I've other stories of the cats they kept around, essentially feeding the poor souls to the predatory birds and wandering dogs that frequented our area.

TNR doesn't work. It is a lie humans tell ourselves so we can pretend we haven't failed these animals on a massive scale. Cats are invasive and cause massive harm in their turn. It is humanity who needs to deal with this crisis, this horror we've made, and I pray one day we look it square in the face and vow to make it right.

[thegenderal]

sorry

[dykeofalltrades]

for the record, this includes barn and farm cats. ive grown up in a place where theyre common. theyre not better off

[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

[smadsel]

would be remiss not to mention that the rainbow notably straight up just removed the trans flag colors from it. like they’re gone. it’s the progress flag minus the trans flag colors.

[smadsel]

that’s not the whole flag, now is it

[spin-the-wheel-polls]

make a bunch of wheels with bread/cheese/meat/vegetables/sauce/extra so that you can Spin for Sandwich

you're making a sandwich!! Spin THIS wheel 3-5 times for the toppings!

How is it!

good!!

it's alright

ew

EW

inedible

Results

Voting ended onJun 3

op note: I GOT JAM, JAM AND HOT SAUCE. IM DEAD.

[mockva]

Man notices an Eagle eyeing the fish he just caught

[mexicain-sans-frontiers-v2]

[the-davest-of-uncles]

*gets back to the nest* baby you are NEVER gonna believe how i got this fish

[spacedewey]

I think the most damage this site has done to me is making me think "It's fucken wimdy" when it is, in fact, fucken wimdy outside.

[whatthefluffnightvale]

I taught one of my ranching buddies “it fucken wimdy” and now he says it around his older more established ranching buddies

The exhilaration I get- upon hearing an old rancher (I’ve never met before) in cowboy boots and a cowboy hat while on a horse, grimly saying “it fucken wimdy” in a thick west Texas accent as he looks down upon his cows- is incalculable

[n0kiwiz]

[chillyfeetsteak]

from this article, which is well worth the read, if only for the fun of seeing zuck get dunked on

[purplejabberwock]

My bestie's tags

[heartseeker]

i think about “ham and bean” on the daily

[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.

[thewhumpiestofthemall]

Daily affirmations

I am a freak and that is ok

Anyone who hates on me for my writing has never picked up a pencil in their life

I should be more self indulgent

My characters should suffer more

[tim-official]

there are two competing sects on this website - one that uses the word "spicy" to mean "neurodivergent" and one that uses the word "spicy" to mean "sexual content." i do not like either of them

[anarcho-gamerist]

I use spicy to describe food

[catgirlforeskin]

my food is mentally ill and I’m putting my dick in it

[fruitviking]

Twilight

[unholyblissafterdark]

[abigailspinach]