It makes me sad that so many of the tags on this post are iterations of #nature #photography #I want to go here. It's AI!!! AI is right in the name of the blog that posted this!! The table has a floating leg!!! Moreover, AI destroys our real physical environment. I just don't understand how an "aesthetic" image no living human could be bothered to make would be considered worth all the damage it inflicts on the only viable planet in the universe that can support life.
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is this real? / i thought pro wrestling was fake? wrestling is 'fake' in that the fights are choreographed and the winner is predetermined, but the physicality is very real. there's no way to 'fake' getting whipped with a metal chain so hard it leaves welts.
why ARE they chained? this is a specialty fight called a 'dog collar match' where both participants are, you guessed it, fitted with dog collars which are then chained together.
is this legal? / how can this be allowed? why wouldn't it be? they're both consenting adults who planned and agreed to it.
but they could be seriously hurt! they know, and they accept the risk. pro wrestlers are well aware of the injuries possible in their line of work, and they do it anyway because they're crazy people.
IS there aftercare? of a sort, yeah - there's a medical team on hand to patch everyone up, and lots of coworkers backstage to give them a 'job well done!'
why are they wearing thigh highs? they're kneepads/shin guards for protection. looking like sexy thigh highs is just a bonus side effect!
ok, but why's that guy in a shiny speedo? personal preference. wrestlers can design their own outfits and some prefer full coverage long tights, while others wear less to show off the gams.
is that cm punk? yup! he unretired last year.
why do straight men watch this? i'm still trying to figure this one out. š¤·
#is this just kinky as hell to anyone else or like#is that just me?Ā
Nah mate two half-naked muscular men chained together by their dog collars whipping the shit out of each other with chains in a ritualised power struggle with a predetermined dominator and submitter of the interaction in a public ring is wholesome family entertainment
it is weird that celiac stuff has become part of the 'culture war'. because it's literally just a medical thing.... I get super anemic unless I cut a certain protein out of my diet, because it bulldozes the villi in my intestines. but if I post about it, right-wingers send me gore images. I guess you can't expect shitty people to be logical, but I've even heard lefty people make fun of gluten stuff, and it's like why are you mad about this??? why are you pissed off that I'm eating bread that doesn't taste as good so that I can have blood in my body? it's so morally neutral.
I'm sorry, I know you weren't actually looking for an explanation but I always have a rant about this locked and loaded.
As far as I can tell the reasons that this happens are:
The interpretation of disability accommodation as wokeness - a lot of the same people who are shitty about food limitations are also shitty about sign language interpreters and ramp requirements (also building regulations relating to the latter) because they view any accommodation as capitulation to a group they think should "suck it up and deal with it" (quietly exist without named or obvious accommodations). The conversations around peanut-free or milk-free classrooms to accommodate children with allergies are similarly unhinged and possibly more horrifying.
Conflating specialty diets as a result of proximity in the popular consciousness - you're a lot more likely to see something described as "vegan + gluten free" or to see vegan/vegetarian/g-free options grouped on menus than you are to see keto/vegan/gfree options so the "lefty" animal-free diets get grouped with gluten-free (it's also interesting that there are right-wing diets, and I wonder how many of these people remember when you used to be able to find "atkins-friendly" symbols on casual dining restaurant menus)
Gluten free diets became a fad fifteen years ago; tons of people read "Wheat Belly" and stopped eating wheat as a weight loss hack and when they went back to eating wheat because it's actually pretty difficult to get around a major staple grain they didn't experience any negative consequences; people saw this and basically think that it's a trend, that people are faking medically necessary diets as part of a fad. When questioned about this they always go "but, I mean, it's okay if you REALLY need to skip the wheat because you have a condition but most people are doing it because it's popular" when g-free diets haven't been a major trend for quite a while now. TO BE QUITE FAIR, I think that things like "Gluten Aware" cookies and beer and such, which contain a little gluten but not NO gluten contribute to this perception (these have annoyed me forever for two reasons: 1. They make people without celiac think that a little gluten is fine for people with celiac, which it is not; 2. fucking commit, companies. *I* want the cookies and beer and it's deeply annoying that these business will go to the lengths to create products with minimal gluten but won't actually make g-free foods - this is often because of the risk of cross contamination, they won't claim to make g-free things because they won't work with a dedicated g-free facility)
Anyway, in conclusion: it sucks, I'm sorry.
The fun flipside of this is that I've seen people who are more right wing become aggressively pro regulation and pro accommodation when they or their family members have to suddenly take on the individual burden of making up for a society that doesn't include them by default.
Is your ham made with vinegar? Does your ham have the generic word "spices" on the ingredient list? Does your ham include "smoke flavoring"? Does your ham include caramel coloring?
Because malt vinegar has gluten in it. "Spices" may include wheat products in a mix. Smoke flavoring may be made with barley flour. Caramel coloring may be made with wheat or barley syrup.
If the label says "gluten free" that means that the "spices," caramel coloring, vinegar, and smoke flavor are certified to contain 20ppm or less of gluten.
If the ham is cured in any way, it may include gluten. If the ham was marinated, it probably includes gluten. If the ham was prepared in a facility that processes wheat in any way, it might be cross contaminated with gluten.
There's a company out there called "Gluten Free Water" that makes water in plastic bottles, poking fun at the idea that too many things have a gluten free label. I fucking hate that company. Because that company is functionally saying "lol, people are so sensitive and over the top about this, let's be a little silly and laugh about how crazy people can be with their 'gluten free' nonsense."
Did you know that there are sustainable food containers and straws that contain wheat? And that you don't have to label them? There are definitely people with celiac who have been sickened by biodegradable plastic straws in their "obviously water is gluten free there's no risk here" water.
"It's over-labeled so it looks trendy" just means you don't know how foods are made or what foods contain gluten. Gluten is ridiculously common in foods in general, and also in packaged meats.
Your ham has to say gluten free because it distinguishes it from the hams that do contain gluten, which is a fucking lot of them. And you're annoyed that your ham has to say gluten free and I'm annoyed that I'm standing in the grocery store calling a ham company to figure out where they source their caramel coloring so I can figure out if the damned ham is safe to eat.
"lol, oats don't have wheat in them, are people so stupid that they have to be told what is and isn't wheat? why does this oatmeal have a gluten free label?" Cross contamination; gluten free oats are not grown near wheat and are not processed in facilities that process wheat.
"lol, rice doesn't have wheat in it, why is this rice labeled gluten free, all rice is gluten free" Cross contamination; the rice isn't processed on equipment that processes wheat.
"lol why does this turkey breast say gluten free, it's just fucking turkey" read the ingredients on your "just" turkey, lots of packaged meat is packed in broth, some of which contains modified food starch, which may contain wheat.
"lol why are these strawberries labeled gluten free? they're fucking strawberries" WAX, BUDDY. SOME FRUITS ARE COATED IN PRESERVATIVE WAX FILMS BY THE MANUFACTURER AND SOME OF THOSE FUCKING FILMS CONTAIN GLUTEN.
I think that part of the reason that people are so irritated by g-free labels is because it exposes them to just how vast and alienating their food systems are.
"Ham should just be meat from a pig, maybe with sugar and salt; what on earth is happening that there might be wheat in that process? Nothing in that process should involve wheat." And then you might have to think about it for a second, might have to wonder what "sugar" and "salt" mean when someone is producing a million hams to be delivered thousands of miles away. It's not just sugar and salt; it's preservatives and nitrates and batch cooking and getting corn syrup instead of sugar and getting smoke flavoring instead of smoking the ham and turning your "whole food" into all the ingredients that make up the ingredients that make up the ingredients.
A "gluten free" label says "you can eat this" to somebody with celiac disease, who has already pounded their skull against the shittiness of the medical system and the food system.
But to someone who doesn't have to worry that their food is going to disable them, a "gluten free" sticker on ham takes a known quantity and turns their sandwich into a hyperobject that contains animal agriculture and industrial additive production and shipping pollution and the ongoing assault on regulation.
If it doesn't have the label, you can just eat your lunch. If it does have the label, you are haunted by the specter of RFK junior imploding the FDA.
Turns out that everyone in the US with celiac is already constantly haunted by the possible implosion of the FDA because food regulation is an up-close and personal part of our daily lives that most people would rather not think about.
please send thoughts / prayers / good vibes for bone growth my way so I can get out of the contraption and escape this incredibly awkward situation asap thanks
went to show my physical therapist a funny screenshot forgetting that the last gallery album open was my nudes. turned the phone away but she definitely saw. what if I killed myself
I ignored my first impulse to acknowledge what happened and beg forgiveness and instead tried to act NT by Ignoring and Keeping The Convo Moving by showing her the right thing which we talked about but Oh My God
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went to show my physical therapist a funny screenshot forgetting that the last gallery album open was my nudes. turned the phone away but she definitely saw. what if I killed myself
I ignored my first impulse to acknowledge what happened and beg forgiveness and instead tried to act NT by Ignoring and Keeping The Convo Moving by showing her the right thing which we talked about but Oh My God
went to show my physical therapist a funny screenshot forgetting that the last gallery album open was my nudes. turned the phone away but she definitely saw. what if I killed myself
I ignored my first impulse to acknowledge what happened and beg forgiveness and instead tried to act NT by Ignoring and Keeping The Convo Moving by showing her the right thing which we talked about but Oh My God
went to show my physical therapist a funny screenshot forgetting that the last gallery album open was my nudes. turned the phone away but she definitely saw. what if I killed myself
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In every way this is set up to be a joke like any other short video, it even uses the trope of main character in a wig to represent their mom, but it isn't funny at all. It's just sweet and nice
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Unless you were a tech at NASA back in the day, when one time some hydrogen a) escaped in a particular building, and b) caught on fire. This was extremely difficult because hydrogen does NOT burn on the visible spectrum humans evolved to see (and flee). Rather, it technically does, but itās so pale that in practice, no one could see it. Additionally, pure hydrogen burns without smoke and with so little ambient heat that you canāt really sense it till you walk into it. So, per the lore, for a few days all the techs in that building just walked around brandishing brooms in front of them like lances. If your broom lit on fire, congrats! You have located more burning hydrogen! Do not proceed!
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.