like idk i think at this point im just gonna have to start blocking anyone who's into taylor swift. sorry but if you can't drop her even after she invites ICE agents to her fucking wedding i just don't really think i want you near me. why are you throwing all of your supposed values away for a mid at best pop singer?
Steven J. Demetriou, guest 92 of 93 as photographed by Backgrid
He is the executive chair of Amentum, a company that provides engineering and technology to the USA’s army and nuclear programs. They operate the most test and training ranges of any contractor if their site is to be believed.
It appears they run the East Montana concentration camp, the largest in the USA. While much of the abuse, including sexual and physical abuse, occurred under the camp’s previous contractor, Acquisition Logistics, the ACLU has confirmed Amentum was WORKING AS SUBCONTRACTORS at the East Montana camp during this time. Amentum's current role as sole contractor from March onwards proves no less deadly, with 2 overdoses with the intent to commit suicide from inhumane conditions. Representative Escobar confirmed nothing has changed since Amentum’s takeover. Lawyers representing prisoners report being unable to reach their clients.
The following conditions are BY DESIGN, as "Guards tell people detained at Camp East Montana who complain
about conditions that if they do not like the conditions, they should self-deport." Civil Detention Centers are not supposed to be punitive. This is only a civil detention center on paper. It is a concentration camp.
The ACLU lists: I already linked this but I'm doing it again bc if you read one source, it should be this one.
Medical neglect, including for people with pregnancies, diabetes, cancer, and HIV.
Severe beatings. One man was beaten to death for requesting his asthma medication.
solitary confinement
unclean water
Tuberculosis and Measles outbreaks
Limited to no sunlight
no or limited hygiene products
rotten food, not enough food, no special diets for medical conditions
SEXUAL ASSAULT
No ventilation in a DESERT leading to lung damage
Not enough toilets, overflow often, whole tent smells of urine and feces
No privacy to use said toilet
Threats and beatings for those that refuse to sign deportation papers, sometimes to places they are NOT FROM
No activities, punished for attempting to make art from recycled items like cracker boxes, can only practice own religion at guards' discretion
no dental care. This is likely universal across US concentration camps. Note Emmanuel Damas, the Haitian immigrant that died from a dental infection due to lack of care
Unable to receive legal representation if not already represented
LOCATED ON FORMER JAPANESE DETENTION CAMP BECAUSE TIME IS A FUCKING CIRCLE
Taylor Swift's guest is directly responsible for these. This is the LARGEST CONCENTRATION CAMP IN THE US, made to hold 5000 people. He's not just any ICE contractor he is the biggest and baddest. At least this will get people talking about just HOW bad this camp is.
Note this camp is in the Chihuahua Desert: This heat wave? Try it in a windowless fucking 108 by 36 ft tent with 72 other people with no soap.
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You know what? Fuck it I'm adding more context. Sesame Street has talked about the topic of death more than once and it's done with such gentle carefulness without watering down or censoring the heaviness of the situations. It treats heavy subject matter with respect and dignity and has been for DECADES.
From the early 1980s:
To 2025:
Hell, they even cover the devastating heaviness of MASS SHOOTINGS without censoring or watering anything down.
They've been doing this for YEARS, and it's ALWAYS handled with dignity, respect, seriousness, understanding, and love.
Whenever I see people censoring words because it "might offend" someone or the big ad companies that are currently trying to run everything? I just want to say to them: "What? Is Sesame Street too mature for you?" Because really...what the hell are we doing.
I'm back with even more examples! Sesame Street once again to this day is out here handling extremely difficult subject matter with incredible care and respect. "We can't let kids learn about uncomfortable things!" Oh, really now? Even though they're things that happen in everyday life that they'll face one day at some point anyway? Interesting. Let's see what else this show has covered that people (for some reason) think should be avoided and hidden. Here's more on death of loved ones and greif:
Or how about when someone is put into the foster care system because their home isn't safe anymore and their needs aren't being met?
Maybe some discussions about group therapy/getting help and support?
Hey look! Here's a segment about gender expression vs taught expectation, including unlearning harmful biases and what to do when you hurt someone on accident because you didn't know it was wrong!
Look! The topic of race and diversity! The importance of unity and equity!
They even also have a more allegorical take on discrimination and being looked down on for who you are, featuring Big Bird. The conflict is about how he's not being let into a club because the one bird running the club personally decided he didn't want someone like Big Bird there.
Big Bird goes out of his way to keep changing parts of himself in order to "prove" he can fit into this club if he just changed enough. The truth comes out though, and there's nothing he can do to gain the approval of that bird. He will never be good enough in his eyes, and Big Bird starts to hate himself. His real friends see this finally put their feet down, emphasizing that you should never change yourself just to fit into one singular narrow idea someone else has.
There's A LOT of different situations this can be an allegory for. Racism, sexism, homophobia, basically ANY form of exclusion is put on full blast in this 15 minute clip. Sesame Street can be both blunt and allegorical when approaching difficult topics, and it NEVER misses or looses the point.
It does an exceptional job in both styles of representation WITHOUT watering anything down. The more sanitized everything gets, the more radical Sesame Street is suddenly considered, hence why so many "particular groups" want it gone. Hmmm! I can only imagine why that could be, in this current political climate! (I'm being sarcastic)
When Sesame Street is suddenly labeled as "questionable" or "politically/agenda motivated" content...it says A LOT about where we currently are and who gets to decide what's "best" for kids or not. Don't fall for the censorship and topic-dodging excuses that are covered by the "But think of the children!!!" movement. Never fall for it, because you know which side you're on if you do.
Sesame Street proves kids can be taught and trusted with learning about these topics when it's handled with the right amount of understanding and care. It shows what all this "controversy" is all really about. What it's always been about, actually.
Don't fall for it, always side with Sesame Street.
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Okay, I was just going to reblog this without commentary, but I can't keep this to myself. I'm a PhD student in environmental science and this is my fucking highway.
The first published study about climate change (that I am aware of-- feel free to point out if there's an older one) is an 1896 paper by Svante Arrhenius. He pointed out the link between the greenhouse effect and changes in atmospheric CO2.
Plate tectonics, which the geoscience community now recognizes as near indisputable, was a fringe theory until about the 1960s.
Just in case anyone thought that climate change was a "recent fad" in research.
The Burger still gets made, even if you go Vegan. If you don’t buy it, it just winds up in the trash. If you want to do something meaningful about waste, you need legislation: It must become a crime to waste food in those ways.
If you care about Animal Cruelty in Factory Farms, you need to get legislation passed. It must become a crime to mistreat animals in those ways, and when malfeasances occurs, the onus of responsibility for those crimes must fall upon wealthy shoulders. That, also, requires legislation. It requires regulations, and regulators.
The largest source of Microplastics is wear and tear on automobile tires. It doesn’t matter what brand of shampoo you buy. It doesn’t matter which company you support with your dollar. The issue of Public Transit is too large-scale to be handled at anything less than the municipal level.
It’s not enough to just not participate in society
If you want the world to Change, you must leverage the mechanisms of political power.
The Bill hasn't passed yet; however it is very likely. Turkey just shut down the social media accounts of LGBT+ organizations, and quietly banned/"made not possible to see" multiple dating apps for LGBT people such as Taimi. These are small steps leading up to this. Just less than a year ago the distribution of Estrogen was made ten times harder and hormone replacement therapy laws upped the transitioning age from 18 to 21. Please speak for us.
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.
Reflection. The so-called “United States” is celebrating the 250th anniversary of the Declaration of Independence on July 4th, 2026. We,...
”The so-called “United States” is celebrating the 250th anniversary of the Declaration of Independence on July 4th, 2026. We, the first people of this land, do not have to look far to spot the hypocrisy of celebrating a document that calls our ancestors “Merciless Indian Savages.” Today, we witness a country that proclaims “freedom” while kidnapping our immigrant neighbors without due process, passing laws that encourage harassment and discrimination against our LGBTQ and two-spirit relatives, and pulling out every political, legal, and military strategy to suppress any form of dissent against the state. At the start of this nation, the government ratified over 350 treaties with Native Nations – and then proceeded to break every single one of them. Just as it was clear to our ancestors, it remains clear to us now: this colonial experiment has failed at building anything resembling a true democracy.”
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so one of the largest open source data communities on the internet, data.world, got bought out by a company called ServiceNow, who has decided to fucking delete all of it by July 11th. they've given users barely any notice, no emails, just a fucking banner at the top and a blog post from June that gives barely a month to download your data before they fucking delete it all.
a bunch of archives of incredibly important government datasets like maternal mortality statistics are about to be deleted forever. in a regime where they're known to fudge numbers, we can't trust a lot of the data coming from them to not be altered. open source backups like those found on data.world are vital to being able to verify that the data coming from our government is still intact and not altered. and they're about to delete all of it.
i don't know if we need to start a petition or what. nobody seems to fucking care. there are millions of users on data.world and yet nobody is raising the alarm bells and it makes me feel like I'm going insane. somebody needs to do something. i don't know what to do. it feels like more and more of this world is being destroyed and dismantled. it's not only US centric data, either! it's all sorts of countries from around the world! and they're about to fucking delete everything.
the only things that won't be deleted are private companies who happen to use the paid version of their platform (which isn't accessible data to the open source community; some people have just been using their service to host their own data on privately)
and the kicker? this announcement was made... via an AI generated blog post. so not even any sort of human touch. just a generic, soulless announcement made by a soulless human about to take a wrecking ball to one of the more important websites that exists on the internet.
an example of some of the things that will be deleted on July 11th:
i simply don't think nonbinary people should have to see having our gender/s respected and acknowledged as a luxury. i think it's frankly sickening that that's the state of things tbh.
sorry i just think that the fact that popular binary jokes are stuff like "god isn't it so much better to exist as my gender, i didn't even realize how incredibly depressed i was until i transitioned, my life is so much more rich and colorful now that im out and transitioning :)" and popular nonbinary jokes are stuff like "i think i might be nonbinary but that doesn't matter because i have real adult concerns and no one would respect it anyways lol" and that's. normal and funny and cool. yeah. clenches teeth so hard they turn to dust
happy nonbinary people's day. treat every nonbinary person you meet with as much compassion and respect as you possibly can or ill grind YOUR teeth to dust.
once tried to share a poem with my uncle about how awful it feels to be reduced to binary ideas of gender as a nonbinary trans dude who doesn't pass. hes a very supportive cis gay man who'd never intentionally disrespect my identity and even he kind of laughed at me when i shared it thinking it was like. supposed to be lighthearted or a joke in a way? even from one of the most compassionate people i know i feel like my identity and a massive chunk of my dysphoria comes off as a funny concept/nonserious. idk
btw the poet above has their commisions open for poetry & tarot readings, if anyone's got some money and would like to get a custom poem / tarot reading / just support a nonbinary person!
this poem is seriously gorgeous @chaoticmagpies. its touched a lot of other nonbinary people & i really thank you for adding it to this post. your uncle was absolutely wrong to react that way & this deserves to be an officially published work imo. art like this is vital to our community.
B-17 bomber is riddled with German anti-aircraft fire but miraculously survives. Later they discover the explosive shells were all inert; sabotaged by Nazi slaves working in armament factories.
Inside one empty shell is a written note: it's all we can do for you now.
The most important part of all this is that these small acts of bravery and noncompliance cannot be known as long as the enemy still stands, and might never be known. Just because it doesn’t seem like anyone is doing anything doesn’t mean it’s true. The best malicious compliance or subtle sabotage is the one that’s never detected, but makes ravages nonetheless.
"there comes a time when the operation of the machine becomes so odious, makes you so sick at heart, that you can't take part. You can't even passively take part. And you've got to throw your bodies upon the wheels and upon the gears. Upon the levers. Upon all the apparatus, and you've got to make it stop!"
There was a massive shift in how our culture understood morality when, after World War II, the general public realized “just following orders” was not an excuse for crimes against humanity. Now we need another moral shift in which we decide, as a culture, that “for the benefit of the stockholders” is not an excuse for anything.
Late last year in the US, a Senator with a military background released a video reminding military personnel that they have the legal right to refuse unlawful orders, and the President of the United States tried to have him tried for treason. [x]
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US based but it’s similar reasons in other countries. and of course many companies have international locations. idk if that’s why it’s happening with sour patch kids but this is a thing
My nephew is very allergic to eggs, peanuts, tree nuts, and sesame. Last year my sister discovered all hot dogs and hamburger buns now contain sesame. Not "may contain", but listed in the ingredients. This year basically every brand of sliced bread also now contains sesame, making it very difficult to find bread items he can eat.
They're just adding it to their products, so they can just list it as an ingredient and not bother with worrying about cross contamination. And they aren't even bothering with telling anyone. Capitalism is going to kill us all.
"Which brings us back to Kellogg’s. Back in 2016, the company found a way around the added burden and expense of complying with the FSMA: they simply began adding trace amounts of peanut flour to their cracker products. Doing so allowed them to list peanuts as an ingredient of the product, freeing them from having to prevent cross-contact.
At the time, Kellogg’s notified Food Allergy Research and Education (FARE) about the impending change and left it to them to warn the allergic community. In this case, Pearson’s didn’t even bother as near as we can tell."
