In case anyone finds it helpful because mobility aids are horrifically expensive and inaccessibleâŚ
And for those people who have access to mobility devices but might benefit from a second chair they can abuse without risking expensive damageâŚ
Erik Kondo has made a website, Open Source Innovations, that details plans for DIY wheelchairs. These wheelchairs can be made from common materials like wood, plastic, and pvc. They are lightweight and can be custom fit to the user allowing from the same degree of movement you would get from a custom chair. And they are durable and easily repairable. (he has been stress testing his latest design by dropping it down stairs, dropping it out of a car, launching it across a driveway, and throwing it off a deck). Its 12lbs and I think he said its was in the $200 ish range for parts.
He also is working on cheap, open source, accessible designs for beach chairs, off road chairs, motorized attachments (think smart drive), and so on. Plus he skateboards in his wheelchair. Cool dude, helpful info, pass it on.
It's incredibly sad people have to resort to this, but it's a damn good resource. Use it. Spread awareness. Maybe one day people with physical disabilities won't need DIYs like this. But until then, reblog and share.
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aka I, an archeologist, am here to review the accuracy Penelope's loom in the 2024 movie 'The Return' because I want to avoid thinking about all my papers due next week. For context, I am currently writing my bachelor paper on Minoan textiles, and while I am definitely not an expert, I do know a thing or two about bronze age textile technology
So first point of pedantry: that is not at all a bronze ago loom.
I can't say exactly say what kind of loom this is, as I've only studied bronze ago looms. Whatever kind of horizontal/draw/treadle loom this is, I can confidently state that this would not have been used in Mycenaean times. I'd say that we only see these kinds of looms in Europe from the medieval period, somewhere around the 11th century.
In the bronze age, there are three types of looms in use (as far as we know). The horizontal ground loom, the two beam loom, and the warp-weighted loom. Most traditionally, we see iconography depict Penelope weaving on a warp-weighted loom, like this beautiful vase does.
We can clearly recognize this as a warp weighted loom, because we can see the weights: they're the little triangles at the ends of the vertical threads (the warp). The warp-weighted loom is also the only loom we can find archeological remains of, as the loom weights were often made of clay (sometimes pebbles), while the other types of looms were purely wooden.
Furthermore, I have genuinely no clue what she is supposed to be doing with her weaving in this short clip. There is no visible shed, which is the separation between the warp yarns, through which you pull the weft, so that you can actually weave something.
Here's a picture of the shed, as you can see, every other thread is pulled up, and the shed can then be switched around to create a woven pattern.
In the short clip we see, she seems to just be drawing some threads through the warp, which is more than a little nonsensical. If one was weaving a smaller fabric or a tapestry, one could perhaps use a pin or sword beater to pick up individual threads of the warp to pass your horizontal thread (the weft) under, and create patterns that way. That is still not what she is doing here. Additionally, she is weaving a solid red fabric, which would not make it a very interesting tapestry.
Perhaps she's undoing her weaving in this scene? It would make a little more sense if that was what she was doing, as no one would ever be actively weaving at night! It required a lot of light to be able to see what you were doing. Candle light just did not suffice. It still looks a little strange to me, as I don't actually see any woven fabric on the loom that she could be undoing. It's all just loose warp threads.
Honestly, it kind of looks like they picked up a loom from the nearest interactive history museum and plunked it into their movie without doing any research. I think it's a little sad that when adapting a work that centers weaving as much as the Odyssey does, the filmmakers did not do any research into bronze age weaving. You really don't need to be writing a paper on this stuff to find sources for this!
I'll just leave you all with this: a beautiful reconstruction of a warp-weighted loom, with the beginnings of a tapestry as Penelope would have woven it. You can see the loom weights at the bottom, and the sticks in the middle called the heddles, which were used to create the shed I discussed earlier. This is part of the Penelope project.
In a 1996 by-election, one of the candidates for Australia's parliament changed his name to Steve Grim-Reaper so he wouldn't get mixed up with other candidates
Update: Thanks to some brilliant suggestions from you all, we have an even better contender - A man who ran in the 1998 federal election named 'Prime Minister John Piss the Family Court and Legal Aid' who received a whopping 183 votes for the party 'Abolish Child Support'. Sounds like a lovely guy.
Unfortunately for Mr Prime Minister Piss, this name change came back to haunt him after he was denied a passport a few years later due to the name. This led to this quite incredible entry into Australia's case law that is still frequently cited today:
Unfortunately for Pisso, the court ruled that the government was right to deny him a passport, on the grounds that the phrase "Prime Minister" might be considered by some to be offensive.
Australia went on to change the laws around name changes as a result of Mr PM JP, making him the first and last Prime Minister Piss we'll likely ever see on the ballot in our lifetimes, and democracy is all the poorer for it.
So we looked it up and yes, it was indeed the 'Dane' recording studio owner who attempted to stage a fascist uprising in Melbourne (of all places) in the 90s.
This was the last update we could find on him in the news, sounds like he's doing well for himself:
For those of you who aren't familiar, I live in an exceptionally flammable part of the United States, and despite the fact that every goddamn year multiple parts of my state catch fire, destroy homes and kill people, the local assholes insist on getting drunk and setting fire to a bunch of illegal explosives anyway.
In 2023, God granted me a Miracle that prevented my house from burning down.
Last year, I had to resort to Psychological and Chemical Warfare to keep the patriotic arsonists at bay.
This year is apparently An Important Birthday for the clusterfuck we have the nerve to call a nation, so despite the fact there is so much smoke in the air that the sun has literally been blood red for the last week, the pyrotechnic fetishists are out in force.
Last year, I hit upon the concept that if my neighbors were going to act like problem animals, it would make sense to use the management techniques on them that you might use on say, a Bear that was doing serious property damage. Thusly, I created The Stench, a nontoxic but FOUL smelling concoction that I could discretely spray around the flammable gatherings and render the area extremely uncomfortable to occupy for the rest of the night, forcing them to give up or move on.
If this seems harsh:
There is no story from 2024 because a grass fire was started by fireworks less than 12 miles from me and the high winds put me in the evacuation zone in under an hour.
Over fifty people lost their homes.
Errant fireworks burning my house down is a very real possibility, and I pay the price in anxiety and insurance premiums.
The Stench is noxious but harmless, and also very effective at building a buffer zone around my home. But sneaking up to parties on foot in this heat is both exhausting and nerve-wracking. There have to be more effective ways to do this
-And there is!
It involves Weeds and Business Cards :)
All of this spring, I've been battling Bindweed and my City Code Enforcement Officers.
The city code people have been professional, but the truth is that one of my neighbors is calling them on use because one of my housemates is transgender. It's extremely grating to get these notices, having to explain repeatedly that I *AM* working on the weed situation, I just have a heart condition and No Money. It's also deeply paranoia-inducing to know that the city is regularly coming by and photographing my house.
The Solution to the Bindweed is 1 gallon of high-concentration vinegar, half a cup of Borax, a quarter cup of salt, and a couple tablespoons of dish soap. Get one of those weed sprayers from a hardware store and mix it up in there. Spray it on your thistles, bindweed, kudzu, garlic mustard or whatever your local herbaceous invasive is on a day with bright sunlight, and in a few hours the entire part of the plant above the soil is Deceased. It's non-toxic to insects, pets and wildlife (just wait a few months before trying to plant anything in the area for the traces to wash out).
The only real downside to this stuff is that it smells HEINOUS.
Sure, The Stench is nauseating, but WeedFucker 5000 is genuinely painful to inhale. Again, it wont hurt people- even my asthmatic housemates can use the stuff- but boy howdy it sure smells toxic. I've got the ingredients for about 40 gallons of WeedFucker 5000 prepared and ready to go.
I've also got a disposable hazmat suit, rubber boots and gloves, respirator, goggles and a shitty little golf cart from the free section of craigslist to haul my shit around in.
I also have Business Cards!
See, the very nice officers from the City Code department left some Very Nice business cards so that I may contact them about "the fucking bindweed is gone, get off my back".
So I scanned the business card into my computer, fired up Clip Studio, and made my own business cards. I've turned my City's Abstract Triangle Logo into an Eye of Providence and the slogan of "E Pluribus Unum" to "E Plurbis Anus", Changed my city's name to a dumb pun, and stated the card originates from "The Department Of Public Nuisances".
Crucially, where the name and contact information of the real city employee has been replaced with the name and business email of the neighbor who has been bragging on facebook about calling the city code department on my home because he hates my housemate :)
It looks, at a glance, very much like the business cards of city employees. If you look at it for like 5 seconds though, there's no way it could be mistaken for the real thing.
I've printed out 500 of these bad boys and will have them on hand as I, a put-upon employee, am forced to work overtime on a national holiday doing weed mitigation, because my boss can't manage deadlines for shit.
You're mad about it? I've been out here since 5 AM! But if we don't finish by the deadline we lose the contract and I could get fired. You know what the economy is.
Here, this is my Boss's Business card- how about you send him an email about how this has ruined your barbecue?
It's golden hour now, so I'm Suiting Up and preparing to embark on some civil service in the form of Noxious Weed Eradication, and by coincidence, Fire Mitigation.
I'll report back later TonightđŤĄ
(If you'd like to support your local disabled storyteller in their Acts Of Public Service, please consider donating to my Ko-Fi or supporting me on Patreon)
Well.
It's not quite an hour into July 5th.
I am very tired, may have destroyed my sense of smell, and am not sure if I'm proud of or VERY disappointed in my fellow citizens.
On one hand: FAR fewer fireworks parties this year!
- Only nine to last year's thirteen
- three of them had the good sense to be firing their recreational explosives out over the local reservoir
- That's far from foolproof
- and really bad for the fish
- also y'all are RIGHT NEXT to where the Bald Eagles are nesting
- but congratulations on at least attempting some risk mitigation!
On the other hand.
Absolutely NOBODY questioned why the hell I was out spraying weeds.
- In a Hazmat Suit (technically it's a coverall for painting rooms, which is much more breathable, but looks the part)
- In a Residential Area
- After Dark
- On a Federal Holiday
Like I'm glad I didn't get into a fight or something, but like.
I was Ready.
I had that conversation locked and loaded.
I MADE BUSINESS CARDS.
...But instead of Very Reasonably asking What The Fuck I Was Doing, the crowds at these parties saw me (5'0" flat, potato-shaped, sweating profusely) trundling up on the slowest and least-intimidating motor vehicle in the county*, hanging a bit out the side to spray thistles and bindweed on the streets and sidewalks**, and instead of raising a rival stink, I was instead greeted by some derisive muttering and a couple of "OH COME ON!"s, but the groups dispersed and retreated indoors or at least away from the general direction of my home.
*Like genuinely, I think Barbie's Dream Car has more horsepower than this golf cart. This thing doesn't have horsepower. It doesn't even have ponypower. It's running on duckpower. It waddles, something I didn't know a wheeled vehicle could do.
**Actually completely legal and a welcome community service in my city. Thank you Neighbor Barbara for telling me the exact part of city code that details what civilians are allowed to do about weeds on public roads, which is apparently "LOTS". Theoretically I could bill the city for my time tonight.
Do people not know how to Make A Scene anymore?
I was absolutely sure I was going to get filmed and shit thrown at me, or someone would call the cops. My beloved was terrified I was going to get shot. I at least had ONE woman shout "YOU'RE RUINING EVERYTHING!" at me, which isn't quite as good as being told I'm ruining Christmas, but she said it with a genuinely heartwarming anguish while gesturing to a homemade "HAPPY BIRTHDAY AMERICA!!" banner, with an attempt at rendering The Evil Orange that as so enthusiastically yet talentlessly executed I almost stopped to get a picture of it. He looked like he'd been put in a wafflemaker.
I promised my beloved that I would turn around and come home at midnight, and I did, having eliminated every fireworks party and Scottish thistle in a five-block radius despite the lackadaisical maximum speed of my Steel Steed.
The complete lack of protest is honestly shocking to me. My flabbers are completely gasted. I waddled home on the golf cart in a sort of stunned silence that this HAS worked so well. The whole world is almost eerily quiet, and reeking of vinegar.
...Which is maybe why I didn't notice the cop pulling up beside me at a red light until he rolled down his window and leaned out at me.
"WHAT'RE YOU DOIN'?" He asked, in a voice that could be used as a foghorn in emergencies.
I probably would have jumped were I not currently melting into a semblance of the Chernobyl Elephant's Foot in the heat, which was the first thing that saved me.
The second was the voice of my Grandfather, coming to my aid through decades of generational memory, to tell me his words of wisdom, usually spoken right before doing something wildly inadvisable:
The Age Of Miracles Is Not Yet Over.
"Weed Mitigation!" I called back.
"CHRIST ON A BIKE, THEY GOT YOU GUYS WORKING THE HOLIDAY TOO?" He said, in the same fontissimo as before. Apparently Officer Foghorn just talks like this.
"Yep." I nodded.
"SHIT." He blared in solidarity. "WHEN DO YOU GET OFF?"
"Just finished."
"MOTHERFUCKER. THEY GOT ME OUT HERE UNTIL GODDAMN 5 AM." Officer Foghorn whined in THX.
"Shit." I commiserated.
The light turned green.
"ALRIGHT YOU GET HOME SAFE! GOD BLESS!" He waved, and drove off at something significantly above the speed limit, and I trundled on home.
I must have still looked shocked when I came in, because My Beloved immediately got up to hug me and ask if I was alright.
"The Age Of Miracles Is Not Yet Over." I nodded slowly as the animals all battered me about the legs for attention. "...For real though, absolutely nothing happened."
"What?" he squints, wobbling slightly as Charlie tries to shove him aside for better access to me. "That's... Is it weird to say I'm almost disappointed?"
"I mean, I confirmed that I inherited my Grandfather's supernatural ability to get out of trouble for no good reason, but we knew that from the code enforcement people." I shrugged. Selene finally noticed the smell of vinegar and retched in disapproval.
"How about a shower and some Ice cream?" My Beloved suggests.
So now it is July the 5th.
- My house is not ablaze
- There are four medium-sized carnivores sleeping on me
- I am freshly bathed
- and I have a pint of Americone Dream all to myself
Here's to you, your health and your happiness, and a reminder to go make good trouble. Goodnight all.
---
(If you enjoy reading about my adventures (and the occasional curious non-adventure) I'd appreciate it if you could tip me on Ko-Fi. Apparently my Patreon link is fucked but it's basically 1 in the morning and I can't be arsed.)
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Every time Sean Astin makes a statement on whether or not Sam and Frodo were indeed gay for each other in lord of the rings heâs always like âwell we have to acknowledge that attitudes around sexuality have changed dramatically over the past several decades and since authorial intent is only up to speculation, the story is open to multiple readings, some of which might have different significances for different groups of people also they kiss on the lips because I said soâ
Rosie: "This is my husband Sam, and that's his husband, Frodo. Frodo is my husband-in-law. I'm not into him, he's he's a bit too 'elfy' for my taste, but Sam likes him, and that's fine with me. As far as I know, Frodo can't give Sam children, but Frodo looks after ours all the same, so I don't mind sharing Sam if it means another pair of eyes on the wee ones. In all honesty, our family tree is right simple compared to some hobbits. Yes, I'm referrin' to you Lobelia, over there pretendin' you ain't eavesdroppin'. Still bitter you ain't got either of my boys or their house, eh?"
Tbh it's canon that Frodo invited Sam and Rosie to move in to Bag End after their wedding and they all lived there for a couple of years until Frodo went to Valinor, so yeah. Running with it.
And once Rosie dies, Sam says his goodbyes and disappears after him.
whatâs funny is people assuming that rosie would somehow be too dim or naive to KNOW that sam loved frodo, instead of looking at a guy who would loyally follow a beloved friend to hell and then help carry him home again, and not be like âoh i canât not fuck that.â
Polyamory, specifically polyandry, would be an interesting solution to the oddball population of the Shire.
The Shire is excellent farming country, with consistently good weather, and only one tough winter in living memory; hobbits like to produce large families; theyâre resistant to disease, rarely violent, and encounter few dangers. It is usual for hobbits to produce many children, so that (for example) Bilbo and Frodo are unusual in both being only children, with no siblings, and not having children of their own. All of this should point to a population that increases every generation if not doubling outright. Young people (and their ideologies!) should rapidly outnumber the old with an ever-increasing effect and impact on society. However, the Shire has a surprisingly stable history; it never seems to increase or decrease greatly in population, and the bell curve of age seems⌠demographically balanced? There certainly isnât a conflict from rising young bloods challenging the middle-aged reactionaries; thereâs no unemployment; there are no housing crises or waves of emigration, or even a tendency for young people leaving home to marry. Meanwhile, not only does the Shire not suffer from internal pressures, but it remains obscure and hardly noticed in global politics.
What makes sense here is that adult hobbits form a loose group. Four parents in a polycule, between them all, may produce four children. All four parents claim to have four children. An outsider would assume this meant the adults had eight children.
Hobbits therefore are not especially fertile or fecund. They simply have large families. Much of their interest in genealogy is due to the complex relationships of blood-kin, hearth-kin, love-kin and pledge-kin, who must all be carefully tracked and measured - not just because you need to make sure that you donât climb into bed with an un-permitted degree of blood-kin, but to track family alliances and carefully quantify the precise level of thoughtfulness to put into the proper present to gift your fatherâs loverâs lover (too much implies a degree of intimacy that might upset the polycule.)
Thus, while a hobbit matron may tell a startled dwarf that she has seven sons, she might only have borne five of them herself, and have one hearth-son by her wife, and a pledge-son of her first husbandâs. There are between three and four fathers involved at various stages of production, from conception to pledge-duty, but there is debate about the precise number of fathers, as one child was festival-conceived and therefore provisionally pledged to the Brandybucks until more distinctive paternal traits should materialise. Itâs expected that four of the sons will be uninterested in women, and their contribution to family life will be in raising hearth-children and pledge-duty. However, this level of detail is normally negotiated later in conversation, as a mutual overture of friendship. So sheâs just clear and simple: yes, certainly, she has seven sons. Yes, theyâre all hers. Yes, thatâs fairly normal - yes, hobbits like big families. How big? Thatâs really hard to say! Well, about thirteen hobbits live in her house⌠er, she has forty-three nieces and nephews. Yes! She has nine siblings, thatâs correct, but some of them are still babies themselves..
In this way, a bewildered dwarf might assume that hobbits are absurdly fertile, producing an average of seven children per couple, at an absurd pace.
When in fact, with about half of hobbits never bearing biological children, the population of hobbits is pretty much always the same.
Tl:dr, hobbit population works perfectly well, both internally and in the perceptions of outsiders, if the majority of the Shire is gay, theyâre all polyamorous, and they all firmly claim to be parents of high numbers of children. Of course Frodo fathered Samâs kids - he named them! They were pledge-kin but not hearth-kin, as Frodo needed a lot of quiet and stability in the home.
No outsider ever parses hobbit genealogy well enough to understand this except for Gandalf, who never explains anything either.
Since âpledgeâ kinships are multidimensional and can occur in different directions, hobbits can form - and formalise - family bonds simply because they choose to. Gandalf doesnât tell anyone that the formation of Thorinâs Company, the Fellowship of the Ring, and Belladonna Tookâs Accidental Troop of Mercenaries* are legal formations of pledge-siblings, a hobbit family structure usually claimed to increase social class and prestige (as high numbers of pledge-kin confer distinction on a hobbit, being a sort of popularity vote/endorsement that adds greatly to their social power. Incidentally, this is partly why Bilbo was both controversial and successful in his pledge-claim of Frodo; outsiders mistook his âbachelorâ status as someone living outside of heteronormativity, while the Shire was bewildered and increasingly annoyed by his rejection of pledge and hearth commitments. By rights Bilbo had too few pledge-kin, and too little parenting experience, to claim rights to an orphan, especially one from Brandybuck hearth; but conversely, his social status was high enough that his belated bid for his very first pledge-son couldnât reasonably be denied by anybody.)
In short, all of the hobbits enjoyed achieving even larger families on their adventures, legally and without argument or debate. Itâs free real estate. If nobody else is going to sibling these losers, we will. (The condensation of so many entanglements at once also legally made Pippin his own father-in-law.)
Gandalf never explained.
* see the post about the Old Tookâs âenchanted diamond cufflinksâ that obeyed the wearerâs commands; which were probably, given the general state of things, two lost silmarils recovered by his Remarkable Daughters and gifted to him because things stay small and safe in the shire
Only through Boromir while Boromir was alive! Pippinâs familial claim through Boromir technically dissolved on Boromirâs death, as Denethor hadnât been privy to it, and those bonds rarely stretch to a stranger when the person in the middle has died before introducing them; although Pippin, who was well-brought-up, perfectly and politely rectified the problem at once by simply swearing himself as Denethorâs pledge-son. but through his blood-cousinship to Frodo, who was older than Boromir, his status as the Took double-primarc (donât ask) and the proximity-enhanced status-doubling effects of having a five-way cousin in Merry, Pippin was demonstrably higher status as a pledge-sibling and was also his own father-in-law and approved of himself. As such, he would have significantly raised Boromirâs social status and marital prospects in the Shire.
Inheritance follows parent-child pledge as the primary consideration, with matrilineal descent as the secondary. Pippin would have been bewildered to gradually understand that Denethor held his two sons in such odd and different standing :-/ hobbits donât recognise kingship so it wouldâve been very upsetting and disappointing to Pippin to understand how Denethor stood in position of sworn-father to a whole city of people without even being slightly fair to his younger hearth-son. Aragorn is demonstrably much better dad-material and therefore had Pippinâs vote. Pippin, by virtue of being an excellent father-in-law to a spectacularly promising young son-in-law, also considered himself a better candidate for king of Gondor than Denethor, by outranking him in Dad Competence - but was too busy by the time he realized this to point this out .
Ironically, the events in which Pippin realized this made Faramir his own hearth-son - so Pippin won in the end and took a great interest in ceremonially approving of Eowyn. Gandalf never explained
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.
I just went looking for the post on X and got a message that it didn't exist
I searched for Guri Singh and got search results showing his account existed, but when I clicked on it I got a message his account did not exist
Does anyone know if he made his account private or if he got nuked by Elon? Or do I just suck at X (because I never go there)?
Sometimes Iâm looking for something online - often âhow toâ articles - and I want to filter for - like - a website that was clearly built in 2010 at the latest, which may or may not have been updated since then, but contains a vast wealth of information on one topic, painstakingly organized by an unknown legend in the field with decadesâ worth of experience.
I donât want a listicle with a nice stolen picture in a slideshow format written by a content aggregator that God forgot. I want hand-drawn diagrams by some genius professor who doesnât understand SEO at all, but understands making stir-fries or raising stick insects better than anyone else on this earth. I donât know what search settings to put into Google to get this.
search.marginalia.nu is the search engine you want!
The search engine calculates a score that aggressively favors text-heavy websites, and punishes those that have too many modern web design features.
This is in a sense the opposite of what most major search engines do, they favor modern websites over old-looking ones. Most links you find here will be nearly impossible to find on a regular search engine, as they arenât sufficiently search engine optimized.
âIt is a search engine, designed to help you find what you didnât even know you were looking for. If you search for âPlatoâ, you might for example end up at the Canterbury Tales. Go looking for the Canterbury Tales, and you may stumble upon Neil Gaimanâs blog.
If you are looking for fact, this is almost certainly the wrong tool. If you are looking for serendipity, youâre on the right track. When was the last time you just stumbled onto something interesting, by the way?
I donât expect this will be the next âbigâ search engine. This is and will remain a niche tool for a niche audience.â
i clicked around for a few minutes searching various things and I now have two fourteenth century pie crust recipes and an apple filling recipe i want to try, so thanks!
it has been twenty minutes and I am deeply in love with this search engine.
INCREDIBLE. I *do* want to know how to test Windows 95 for Y2K Compliance and I am glad that someone is still hosting step by step instructions for that.
tl;dr: search.marginalia.nu for the old or old looking and just plain serendipitous stuff that google or Duck duck go are gonna not find/bury on the 20th page. For perfectly good reasons, but âŚ
My absolute favorite part of having made this post - other than causing people to be introduced to this site - are the people in the tags/comments talking about their interests and stuff they found about their hobbies.
Good luck out there surfing the cyberweb, you crazy cats. I love the shoelace website too - Ianâs Shoelace Site [link], unless thereâs another. My personal favorite old-school site is Alysionâs string figure collection [link].
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i'm breaking the author's silence to address these tags directly, because i've seen similar responses a few times. your context is part of you. you like your favorite band because you found them somehow. you speak the languages you speak because somebody else taught you. you feel the way you feel because you have memories and experiences. shaving off pieces of yourself will not reveal a truth at the center, and will only make you feel less like a person worth being. you will never shed your context or influences, anymore than you will ever become younger or undrink a glass of water. but you are free to create as much additional context as you like. build yourself outward instead of digging for yourself at the center. trying 100 new things will give you 100 more data points on what you like, don't like, think, believe, feel. it might begin to reveal an image of yourself that you can recognize, respect, and love. your life is not an object to be kept clean, it is an ongoing action that you get to control. also that's starlight glimmer not rarity.
Every so often I catch a glimpse of the book drama going on over on the Insta/Threads sphere of the Internet, and it makes me so glad Iâm considered too Tumblrina to sit at their tables.
What do you mean an author is railing against people using libraries/the Libby app because itâs âfreeâ (itâs not. you as the author get money from the library purchasing the digital lending license) and meanwhile their book is on Amazon for free to try and get readers??? Hello????
I am staring directly into the camera like Iâm on the Office in Librarian. Libraries are literally an authorâs best friend. We get books to people they never would have known about otherwise, & create Fans out of disinterested bystanders. And! Libraries are often paying MORE for a book than the average user, at least for digital editions, because it is expected that the library will lend it to more people, so theoretically we need to pay more to compensate the authors! (This is not I think how it works in practice, it more often just benefits the digital lending company instead of the actual author but. Greed is ever thus). Also, in some countries (sadly not the US, boo hiss) authors get paid for every checkout of a book. So, you can literally get royalties on those âfreeâ books. (Also, theyâre not free, theyâre paid for with tax dollars for the good of everyone). How some fool can think temporary freeness on Amazon Kindle is superior to libraries I cannot fathom. Like, how does this person even manage to function in the real world?
Anyway. Authors. Love your librarians. We love you and seek only to help you get more readers so you can write more books. We have a symbiotic relationship, each needs the other.
I have been saving screenshots kind people send me of All Hail Chaos having many library holds with glee. This is all beyond my comprehension. The library is where I found Terry Pratchett. The library is my friend.
Although not going by the term "asexual" yet, asexuality was spoken about alongside homosexuality as far back as the 1890s. Asexual history is just as vital to queer history as any other term and I'm so tired of watching us being treated like a new thing
She played bass on 10,000 songs, including the most-played track of the twentieth century. She was paid $55 per session. Her name never appeared on the albums.
Gold Star Studios, Los Angeles, 1964. A woman in a cardigan walks past the receptionist, a Fender Precision bass in her hand like a briefcase. She doesnât sign autographs. She signs a timesheet.
Her name is Carol Kaye. In three hours, she will record what will become the most-played track of the twentieth century. Sheâll pocket fifty-five dollars and head to another studio, on the other side of town, for the next session.
The record label will never put her name on the album.
Between 1957 and 1973, Carol Kaye took part in roughly 10,000 recording sessions. Not as the featured artist, not as a guest, but as a hired hand. She was part of an anonymous collective nicknamed The Wrecking Crewâelite studio musicians who actually played the instruments on your favorite records while the famous bands posed for promotional photos.
The work was relentless. Three albums before the day was over. Stale coffee in paper cups. No rehearsal. The charts arrived minutes before the tape rolled. If you couldnât read a chart and nail the take in two tries, you didnât get called for the next session.
Carol could do it on the first try.
She started playing guitar in grimy bars at fourteen because her family couldnât pay the electric bill. Music wasnât a romantic dream for her. It was survival. It was a jobâfactory work with better acoustics and lower pay.
But she was faster and sharper than almost everyone else. She corrected charts in pencil while the producer was still explaining what he wanted. In one session in 1968, she told a famous producer his arrangement sounded like a dying dog. She chose her own line. They kept her version.
That descending bass line that drives the Beach Boysâ âWouldnât It Be Niceâ? Carol Kaye. The propulsive groove of âThese Boots Are Made for Walkinââ? Carol Kaye. The acoustic-guitar intro to âLa Bambaâ? Carol Kaye. The iconic theme from Mission: Impossible? Carol Kaye.
She invented techniques on the spot, out of sheer necessity. When the bass sound was too muddy for AM radio, she stuck felt under the strings and used a hard pick instead of her fingers. The tone cut through the static like a blade. It became the sonic signature that defined 1960s pop.
Bassists spent yearsâdecadesâtrying to crack the secret of the Beach Boysâ gear to get that sound. They were studying the wrong people. They should have been studying Carol.
She received no royalties. No residuals. No gold-record ceremony. No credit on the album sleeves. When âYouâve Lost That Lovinâ Feelinââ hit number one, Carol was already back in a studio cutting a soap jingle.
The biggest bands mimed her bass lines on TV variety shows. New York marketing departments decided a mom in classic clothes didnât fit the rebellious-youth image they were selling. So they simply left her name off the album credits.
For thirty years, almost no one cared. The truth only began to surface in the late 1990s, when music researchers found the same union contract numbers on thousands of hit records. The very documents meant to preserve studio musiciansâ anonymity betrayed them.
Think about it. Every time you heard âGood Vibrations,â âRiver Deep â Mountain High,â the Righteous Brothers, Nancy Sinatra, or Sonny and Cher, you were hearing Carol Kaye. She composed the soundtrack of an entire generationâs youth.
And yet the records still say nothing. Sheâs now over eighty. She wrote instructional books. She trained countless bassists. She is finally starting to be recognized by music historians who uncovered the truth about The Wrecking Crew.
But she never got what she deserved: her name on those albums. Credit for the music that defined an era. Recognition that those bass lines everyone associates with the âBeach Boysâ were, in fact, Carol Kayeâs.
Fifty-five dollars a session. Ten thousand sessions. The most-played track of the twentieth century.
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You are posted out by the Hollywood sign tonight, sitting under the frame where the W used to be. It got burnt to a crisp during last weekâs big superhero fight. A hero died right where youâre sitting. The whole areaâs been closed down until Hero Force can coordinate a recovery effort. Usually itâd be done by now but no oneâs willing to touch it until the ash has been completely blown away.
Itâs a rule that the world must stand still when a hero dies.
âHow much?â
The voice comes from behind you. The lights that illuminate the Hollywood sign are down to hide as much of the scorch marks as possible. You wouldnât be able to see anything even if you did turn around, so you donât.
You put some chapstick on, the glide of the balm against your wind chapped lips grounding.
âI said,â the Hero says, voice tightening, âHow. Much.â
Thereâs the sound of gravel crunching now. Theyâre wearing heavy boots and the scent of fresh blood grows stronger the closer they get. Their breathing is smooth and even which means itâs not their blood.
You put the cap back on your chapstick and tuck it into your leather jacketâs inner pocket. âI donât take money.â
âThen what do you take?â The Hero rounds the Y and comes into your line of sight. The dark hides most of their features, but you can make out a glittering gold mask and the dull shine of drying blood on their chest plate. Their breathing may be even, but their stance isnât. They sway in place, back and forth, back and forth. Their arms wrap around their stomach. âIâve got land. A house. You can have it.â
Night Watch is one of Sir Terryâs most hopeless novels - and, by the same token, because of the same things, one of his most hopeful.
Itâs a parody - and I use that word very loosely, because thereâs really nothing funny about it - of Les Miserables. Itâs about a failed revolution, and a barricade, and the people who fought and died there for nothing. Nothing changes. Politics with a capital P goes on, and even the most pure and noble of intentions only becomes food for the pit of snakes who pull the strings. The powerful remain powerful, the powerless, despite their solidarity, their desperation, their violence, their hope, remain powerless. Their little lives donât count at all. Things continue exactly as they always have, minus a few faces in the crowd.
It is also, I think, where we see Sam Vimes at his lowest. Sure, Thud! does similar things in stripping him down, but that is under an outside influence, and he has his family to think of. He has something to fight for.
In Night Watch, though, all of that is taken away. Sam Vimes, eternal cynic, for once has Cassandraic knowledge that his cynicism is absolutely founded. He knows how this will end, and thereâs no Corporal Carrot to make the world magically better around him, no Sybil and Young Sam to push through for, no city to protect. The absolute best that he can expect is to succeed, and lose that family, that future, forever. The absolute worst? He dies. Everyone he cares about here dies. And itâs all in vain.
Sam Vimes is an alcoholic. Itâs something that we tend to bring up when weâre talking about how amazing he is, how much heâs overcome, but gloss over otherwise. Which is a little sad, because itâs fundamental.
Sam Vimes faced this exact dragon, years ago. Sam Vimes saw there was no way to slay it. He saw the ants eating at the heart of every hope, every effort. He saw the first man he really knew as a good and kind and just - but never passive, never weak - man die, horribly, slain for no reason but petty grudge and Politics. He saw John Keelâs garden wither and die in its bed. He saw the hope of a better, brighter Ankh-Morpork squelched, and the sacrifice of a good man wasted. He saw the world, in all of its rotting, miserable, pestilent despair, spoiling every good thing that dared show its face, its only ordering principle the slow decay of entropy.
Young Sam Vimes had no anchor. Young Sam Vimes had nothing left to turn to but the bottom of a bottle and the smelliest part of an Ankh-Morpork gutter.
Sam Vimes, as of the events of Night Watch, is back there. Not only physically temporally displaced. He has nothing. There is no reason for him to stand up, to take on the role of John Keel, to take responsibility for the barricade, to try to bring Carcer back to justice. To fight the doomed fight. There is nothing between him and finding a quiet seat at the Broken Drum, ordering himself a pint, and giving up. There is nothing between him and despair.
But he gets up anyway. He intervenes anyway. He tries to help anyway, even when he canât believe it will make any difference. And it doesnât, in the end.
Except that people lived who, save for the actions of John Keel, would have died. Except it quite literally meant the world to them.
And thatâs where the hope is hiding, in this hopeless, bleak, despair of a book. There is no glory. There is no revolution. There is no good thing that cannot be corrupted. There is no point. Except.
The Disc turns on the âexceptâ. Always has. Always will.
The hope across the whole arc of Discworld is that things can, if good people try very, very hard, go from extremely awful to only very awful, and thatâs worth it.
Overall, the Discworld series is very hopeful about the grand scheme of things and the effect people, no matter how small, can have on it. But Night Watch is not about that. Night Watch is about what happens when âthingsâ donât get better. When the grand scheme of things isnât impacted at all, either way, by the actions of individual people. Night Watch is about what happens when the hope runs out. When the âworth itâ runs out. When all thatâs left to do is save what little you can, because you can.
Thatâs why there are no monuments to the Glorious Heroes of Treacle Mine Road. In the grand scheme of things, nothing they did mattered. But they are remembered, because they need to be remembered. Because sometimes what we do does not matter.
And when that happens, all that matters is what we do.