i agree so much about making your blorbos pathetic but i do fear that many take this to mean 'make them more traditionally feminine/submissive' which genuinely hurts my soul. make your blorbos pathetic in interesting character-oriented ways. understand their neuroses and turn the dials up to eleven. juxtapose the parts of life they handle extremely well with the parts of their lives that make them eat shit. make them angry. make them cold. make them pave their own way to hell while building walls preventing them from seeing any other way. please i'm begging you no more pathetic as an euphemism for bottoming im gonna mclose it.
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why do they put restrictions on drugs for risk of dependency when it's like for a chronic condition. like duh you're going to be dependent it's fucking chronic am i not getting something
I’m not sure if this will be helpful to anyone, but you literally do not have to be a good writer to write and post fan fiction. Yes you will naturally get better at writing and finding your voice the more you do it but you do not have to be or become a professional level writer to enjoy writing and sharing fics. It’s common to hear people praise fic writers by saying their work is better than published books, and while I think this comes from a good place, that’s not the norm or expectation. There is also a sentiment that fic writing is “good practice” for becoming a better writer or doing something else later, but if fic is the only creative writing you ever do that is literally okay. Your technical skill does not mean you cannot have fun and build community with your writing, or that other people cannot love and find meaning in your work.
Aro and ace activism is housing reform, is well-funded public housing, is an expansion of affordable housing, is allowing single people to get affordable and public housing, is rent controls to make it possible for single people to be able to afford to live alone on a single salary.
Aro and ace activism is healthcare reform, so that no one needs to rely on a spouse for health insurance, so that healthcare is available to everybody regardless of income, so that no one’s lived experiences or basic dignity are dismissed or overridden by doctors
Aro and ace activism is well-funded and expansive public transit, so that you don’t need to have someone on hand to drive you places if you are incapacitated, so that you don’t have to pay for an ambulance if you need to get to the hospital quickly
Aro and ace activism is disability and elder care services, so that no one needs a spouse to care for them, so that no one needs children to care for them, so that marriage is not a bind for disabled people, so that people on disability who want to and can live alone can
Aro and ace activism is community-building, it’s public events, it’s free social activities, it’s mutual aid, it’s activities that bring community members together without socializing relying on just a romantic partner
Aro and ace activism is developing a culture of believing when people tell you who they are and what they want rather than assuming you know them better than they know themselves
Aro and ace activism means a better world for people without “normative” desires or “normative” social support, which means a better world for everybody
Emergency cleaning: Unfuck your whole house in the shortest time possible
So, your landlord/parents/home inspector/favorite movie star is dropping by, and your place is a disaster. You don’t have much time to clean it up. You’re in emergency mode. Let’s get started.
Don’t panic. Panic leads to fear, fear leads to procrastination, procrastination leads to the dark side. You can do this, but you have to stay calm.
Unlike maintenance cleaning, we’re not looking to completely unfuck one space at a time. Instead, we want to decrease the overall mess in stages, spread evenly across the whole area that we’re concerned about. If you think your home is at Level 10 filth, we want to bring the whole thing down to a Level 9, and then down from there. One really clean spot in an otherwise messy home is not going to be helpful here.
Get prepared. You’ll want to shut the computer down (or turn the modem off if you need your computer to play music). Trust me. Get your music going. Gather up trash bags, your vacuum and mop, some rags or paper towel, sponges, and other cleaning supplies. Use what you have on hand. Don’t get distracted running to the store and spending an hour browsing cleaning supplies. A multi-purpose cleaning concentrate or a jug of vinegar will be just fine.
Breaks are very important. Depending on your time constraints, work in 20/10s (20 minutes working, 10-minute break) or 45/15s. But take breaks because otherwise you’re marathoning, and marathon cleaning is no one’s friend. Keep hydrated, don’t forget to eat, and check in with yourself frequently to make sure you’re physically doing OK.
Make your bed. This will be your home base if you get overwhelmed or need somewhere clear to take a break.
Start with the garbage. Going from room to room, throw out anything that is obvious trash. Once you fill a bag, take it out. Repeat as many times as necessary.
Move on to dishes. Gather the dishes from all over your house and bring them to the kitchen. If you can, start them soaking in a sink of hot, soapy water or start loading the dishwasher. After the dishes are all in one place, spend one 20/10 getting started getting them under control.
Now it’s time for your flat surfaces. Countertops, tables, dresser tops, etc. Clear them off and wipe them down. Don’t get distracted in too much sorting and organizing. We’re in crisis mode here. There will be time to get in-depth once this is all done. The same applies to cabinets and closets. Unless you have reason to believe people will be opening closed doors, leave these alone for now.
Attack the floordrobe and shoe pile. Get your clothes either put away or in the hamper. Start a load of laundry if you need to, but keep in mind that laundry and dishes have three steps: wash, dry, and put it away, goddammit!
Get random stuff up off the floors. If something is trash-worthy, throw it away now rather than just move it around a bunch of times. Otherwise, put stuff where it belongs.
Take another 20/10 or 45/15 to catch up on more dishes, if needed.
Head into the bathroom. Pour some cleaner in the toilet bowl, fill the sink with hot water and cleaner, and either spray the tub and shower with cleaner, or fill the tub up with some hot water and add cleaner and let it soak. Put everything away that’s out and shouldn’t be, clean the mirror, counters, and toilet seat. Sweep or dry mop the floor. Wipe down the sink and tub/shower, and give the toilet bowl a scrub. Mop the floor.
Sweep and mop the kitchen floor.
Vacuum everything you can, and sweep everything you can’t.
Walk outside of your house (don’t lock yourself out, please). Walk back in and see what catches your eye first. Go and deal with that.
If you’re being inspected or your landlord is coming in for repairs, spend time on whatever area they’ll be focusing on.
Give the whole place one more once-over and pay attention to anything you’ve missed so far.
It’s an old trick, but if your place is a little funky-smelling, put a pan of water on the stove on low heat and add some citrus or cinnamon or vanilla. Don’t leave it unattended or forget about it.
Take a shower, put on something clean, and eat something.
You can do this. It’s overwhelming, yes, but it is not impossible. You just need to do it. You have a list. You have directions. You have a whole bunch of Internet strangers who have been there before and who are cheering you on. You can do this, but you need to get started.
the number of times in my past that I desperately wanted/needed someone to sit me down and tell me this stuff. I will never get back the hours and hours lost to headless-chicken mode, but it’s nice to know that in the last year I’ve learned so many coping mechanisms :D
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if your disability makes it difficult for you to leave bed to brush your teeth, Colgate makes a product called Wisps that are single use, no-rinse toothbrushes you can use while in bed. They have a bead on the brush that dissolves and acts as toothpaste and can be swallowed. The other end has a toothpick.
[id: A small blue and white tool with a point on one end for a toothpick, and bristles on the other end which are positioned in a circle around the small bead mentioned. /end id]
This is Accessibility!
I may try these myself, it seems like the bristles may be silicone or thin plastic though which is a sensory issue for me.
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“It's not fair.” The little ghost kicks impotently at the chalk lines around her feet. “I ain't done nothing.”
I nod, setting down my chalk and spellbook. “It does sound like there might have been a bit of a misunderstanding.”
“She took against me, that's what happened,” the dead girl says with a scowl. She looks about fourteen, round faced and spotty, with whisps of brown hair peaking out from under her mob-cap. Her face and her crossed arms have a tell-tale bluish tinge to them. A cholera death.
“I been here for don't know how long and never gave any trouble. Nobody ever complained about me 'till her.”
…well, that's not strictly true.
Number 12, Barclay Street has been attracting rumours of haunting since the mid nineteenth century.
Sounds of faint singing and crying in the corridors at night. Cold spots. Doors that open and close by themselves. Animals acting strangely. Harmless, mid to low-level stuff, typical for a bored teenage poltergeist.
Still, pointing that out isn't likely to achieve much, and certainly the most recent complaints of blood running down the walls, screams in the dark and paralysing night terrors seem distinctly out of character.
The ghost toes the chalk again, more tentatively this time. It stays resolutely unbroken.
She could get out if she wanted to. I'm not one of those assholes who brings out their full arsenal of wards and sigils for a first meeting with a level 2 spectre. The summoning circle will keep her in one place for as long as I need her to talk, but it wouldn't hold for a moment if she really fought against it.
I take it as a good sign that she's still here. Pouting or not, she's clearly willing to work with me.
“None of the others could do this,” she says. “None of 'em even saw me.” She looks up. “Are you here to exise me?”
“Exorcise,” I say instinctively, and curse myself when she flinches. “Sorry, no, no! I don't exorcise people from their homes without good reason, not if they're happy where they are.”
“I was happy. Till she started calling in all them ghost hunters.”
Mrs Delaney had been quite persistent in her attempts to 'fix' her haunted house. Most of the people she found were charlatans, of course, but I'd still arranged an appointment as fast as I could once word reached me. It wouldn't have been long before she happened upon somebody with Talent, and unfortunately not everybody in this field knows how to behave like a professional.
“I think we might be able to help each other,” I say, careful to keep my voice calm and level.
“Don't see how. Not unless you can exorcise Her.”
“Not quite what I had in mind.” I pull out my phone and scroll through my photos. “You say that you're not the cause of the most recent incidents of paranormal activity?”
A pause. The ghost gnaws on her lip. I wait, patiently, keeping my body language open and nonthreatening. “I… I knocked her coffee cup over,” she admits at last. “She was being mean and talking on her telephone, saying I done all these things when I never did! So I decided to show her what I could do if I wanted.”
“Hmm.” The ghost eyes me nervously, as if expecting me to pull out a book, bell and candle and banish her on the spot.
“I only tipped it,” she adds. “I didn't break it or nothing!”
“You shouldn't have touched it at all,” I say sternly. “But… I can appreciate that you were frustrated, so let's say no more about it.”
The ghost looks relieved.
“My point is,” I continue, “if you weren't the one making blood rain from the ceiling or tormenting people in their sleep, then what was? There's no other ghosts on the property.” I find the picture I was looking for. “You can get anywhere around the house, right? Including behind the furniture and in the backs of cupboards?”
“Yes'm.”
I hold the phone up so that she can see the picture on the screen. “I'm going to let you go free in a moment, and I need you to see if you can find anything that looks like this.”
The ghost wrinkles her forehead. “What's that when it's at home?”
“Black mould,” I say, reaching out a foot to break the binding circle. “And I'm pretty sure it's the cause of this haunting.”
How is it that you can a music library of like 1,200+ absolute bangers but as soon as you put it on shuffle in a group setting it's like. anime opening you added in 2010. homestuck parody song. musical artist who was cancelled last year for kidnapping and eating children in his basement. Hamilton
Good evening friends and enemies, it's time to learn how to source unsourced videos instead of perpetuating the chain of missing attributions that progressively obscure the original source with each repost. 😃
STEP 1: Take a screencap of the video, preferably while it's playing so that the PLAY button isn't blocking the image.
STEP 2: Reverse image search of choice. To my chagrin, I tend to end up resorting to Google's Search by image because Tineye keeps failing me and I haven't gotten around to doing a deep dive into currently available reverse image search services.
If you use the Firefox desktop web browser (untested: other desktop web browsers, Firefox mobile web browser) you can combine STEP 1 & STEP 2: Feel free to repost the video to Tumblr first, preferably as a draft or private post to prevent people from reblogging the uncredited vid, because this method doesn't work as well on Reddit videos.
Right-Click on the video. In the right-click menu, look for "Image Search Options" and hover over it to bring up a list of search options. I'll have to try out some of the other options later, but for this demonstration I used Google.
The search engine should open in another tab.
STEP 3: The Search. This part will be a mix of luck, tenaciousness, and deductive skills.
For Google, I recommend going to the "Exact matches" tab because it presents matches and their information in a much more condensed format than the other tabs. "Exact matches" is a misnomer, as is apparent in the screencap below. This search actually pulled up images from at least two separate videos by the same woman hanging from the same tree: one where she's wearing a slate grey pencil skirt and blazer (as in the video reposted by OP) and one where she's wearing a pale grey long-sleeved dress.
Ideally, a functional search engine would let you sort results by useful variables such as "date posted". Google is not such a search engine, and with its progressive enshittification you may or may not be able to bully Search by image into limiting results to certain date ranges. Luckily, these videos have been less flagrantly reposted than some, so I didn't have to scroll through too many.
When searching for a source, one of the primary things to pay attention to is date. Obviously, the original source has to be older than any of the reports. Unfortunately, not all the Google results have dates, so the earliest dated video isn't guaranteed to be the original.
In this case, the earliest result was of the grey dress video variant posted on Instagram on Jan 17, 2026. However, upon checking the link it became apparently that the Instagram account was not the originator of the video and their repost was unsourced.
If the date check fails you, keep an eye out for any undated results that clearly stand out from the rest. In this case, I picked up on the following:
Which has the following unique traits:
A new outfit! This is the only result that features the woman in a pale brown blazer and pencil skirt.
Dimensions. This result is 1080 x 1920, while the majority of results were smaller in size. Reposts are more likely to be downscaled from the original than upscaled, so if the initial date-check fails you, you're better off checking the largest undated results first.
Specific username (Liang Li (@liangli521)). A lot of the other results just have captions or titles in various languages. Depending on the website, these are usually either captioned reposts or random search terms that don't even link to the actual video. Results with specific usernames are rarer and thus worth checking out, though some of them may turn out to be reposters.
In this case, I hit the jackpot! There they all were: OP's video, the grey dress video, the brown blazer & skirt video, and many, many more!
Legitimately, Liang Li's whole thing seems to be going ham in skirts, dresses, and frequently heels. Possibly for advertising purposes? Very beautiful. Very powerful.
Someone on my town's local facebook chat is asking if anyone knows a good private local GP and we're all like "literally anyone who has time to slot you in is our 'good local GP'" and she's all like "nono they're not good enough, I need specialised care, the couple of local bulk billing places are too rushed, I need to know who the good local private clinics with lots of free time are" and we're all like. "You are not understanding us. This is a country town. If you can get a fifteen minute appointment in one of those 'bulk bulling places' then you are very lucky and need to jump on that opportunity immediately. The doctors you are seeking are all in the capital city six hours away."
My GP moved away very suddenly for a 'family emergency' about six months ago, claiming he would be back at Some Unspecified Time, and it's been a topic of ongoing gossip and speculation ever since. Everyone is obsessed with this guy and when he's coming back. Not because his life is at all interesting or even because he was a particularly great doctor (he was mostly fine I guess), but because he was one quarter of our local non-emergency healthcare system and some people are holding out a desperate hope that we might get that quarter back at some point.
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Fascinated by everyone's but especially American's desire to give medieval keeps, especially in colder regions, central heating (and I think Winterfell is to blame for this trope, where, to it's defence, the hot springs were not a matter of comfort but survival wrt the deadly fantasy Winter that's not real irl), because I'm always like. okay I know they told you in middle grade that castles were all cold and drafty but like ... no also what
There's generally going to be rooms dedicated to and build for warmth, the living quarters, both for nobles and their servants. This will be the central living tower, or parts of it called a Kemenate (literally 'room with a stove'), the great hall and work spaces around the kitchen. You can put the Kemenate on top of the hall to catch the big fires' and daily living's heat through the wooden floor, but you often can't put wooden stuff on top of the kitchens (that's a fire risk). If you have the money and space, you build a whole separate comfy place for living because you don't have to stay in the most defensible part of the castle all the time. These separate living buildings are also called Kemenate and are often build from wood, cob, brick etc.
People used to wear much more clothes indoors, including while sleeping, and those clothes were much thicker and sturdier than what we largely wear today. Every time you think of how cold those stone walls are, think about everyone wearing a linen shift + two-ish layers of wool on all body parts except hands and head + stockings and shoes + some kind of head-covering. In Ye Old Middle Ages, women are probably wearing a wimple, which is kind of like a modern Hijab in terms of coverage. People wear shifts, socks, and a head-covering to bed.
I think people used to radiators also really underestimate how much a large open fire/tiled stove heats up a room. Also, middle and northern Europe (as well as parts of Northern China) had and to this day have beds and benches build into tiled and cob stoves. Those fuck.
Beds are enclosed so you stay warm in them, either by curtains, in wall niches or with wood. There's also a type of bed that's inside a chest (like a coffin) so you can stuff your stuff inside during the day and put down the lid to use it as a bench. That's also another reason for people to always sleep in groups. Depending on the era, one of the jobs of a lady's maid or a retainer might literally be warming their master's bed. In early times and among servants, people also sleep in large groups in rooms together in general even outside a farming context, often with animals like pet dogs, too, which further warms everything up.
Walls are not bare, cold stone, but covered with a layer of plaster or cob, tiles or wooden panels, sometimes layered, and believe me, this makes such a difference. Source: I lived in a Ye Olde German Farmhouse with 70 cm thick stone walls and flag stone floor and all that converted to modern flats for a while.
On top of that you hang tapestries on the wall, which are not like modern printed cloth but basically wall rugs, sometimes several inches thick, and rugs or rushes (like a light cover of hay) on the floor on top of stone, tile, wooden panelling or a cob floor cover that goes over the heave flag stone. Pillows and blankets on all sitting surfaces, often on top of panelling (in the case of benches build into the stone). The roof of a room is also tiled, panelled or plastered. Upper stories will generally have wooden floors. Stories in a tower heat each other upwards, so the nicer rooms are further up.
The inner stone walls of a castle, even if stone and very thick, will heat up a few degrees in comparison to the outside walls if the castle is continually heated/lived in, and also trap heat inside, and this will make a difference. Inner walls might also be thinner and made of wood, cob or brick. You're defending against the outside, after all.
You put stuff in the windows. Holy shit. Screens of wood, horn, cloth or leather/hide, often treated for extra insulation. Why are these fantasy castles all so drafty.
Like, idk, I know Americans especially can't pop down to their nearby castle museum to have a look around, but even with people who can and do: The castles you'll see, even the ones who aren't 'ruined' are ruins. They're stripped down. I remember touring Norman towers in England, and those places do look dire and are cold because even if they're still standing, they're ruins. It makes such a difference to get to look at a castle that is still lived in, has been inhabited until recently, or has been historically restored where these amenities are preserved. The exact amenities will depend on the era, of course, but they'll be there. The publicly accessible parts of Burg Eltz are a great example to google, especially since I promise you, you have seen this specific castle before. They have pictures on their English language website here, and the German National Geographic has a few further inside pictures here. Seeing a place like that that isn't a ruin with bare, stripped walls, nothing in the windows, no decorations and furniture etc. makes you realise that yeah actually. My characters are probably just gonna go grab a pillow if their ass is cold on the window's stone bench. Blankets are a pretty old technology, humans (elves, dwarves, whatever) can figure that one out.
Remember the painting of Ivan the Terrible cradling his dying son?
Yes, yes, unequalled representation of unspeakable grief and guilt and horror, that's not important right now. Look at how heavily carpeted everything is -- multiple layers of carpets! -- and how heavily dressed they are.
Also in that painting, the object in the background looks like a ceramic/tile stove or heater. They were found all over Europe and are still used in some places (having experienced one in Hungary in -16c weather, they are amazing). They're like a descendant of hypocausts, where hot air was directed to warm specific areas of building.
The fuel was burned slowly and brick and tile structure acted like a giant radiator, staying warm for extended periods.
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.