My name is Lucy and I'm a full time technical artist, working at Frontier Developments in Cambridge. I make things! 3D models, Shaders and the likes. This is my little blog for my works in progress and finished stuff. It gets updated RARELY.
the highest recorded wet bulb temperatures in the world occur in india, jsyk. in odisha, they’ve hit 34.6 degrees celsius. the human survivability limit is 35 degrees celsius but the body faces significant risks, potentially fatal risks, even at 30 degrees as it starts failing to cool itself, like i’m talking organ failure levels of risk. climate change isn’t coming to peak, it’s been in the global south where you can’t see it or feel it.
“oh yeah i mean im not diabetic but i dont really know how insulin works and i think its kinda freaky that you gotta poke your finger all the time so im gonna go ahead and say insulin is illegal”
So! This is a perfect case study in situations where you should be wary of misinformation.
Take a moment and ask yourself, a project like this requires a lot of time, money and dedication of resources, why would scientists dedicate that time to something that could just be done by a tree?
The answer is they wouldn't. So that means this claim requires further investigation!
This project is called LIQUID 3, and it's not meant for cities with wide open spaces, it's meant for cities like Belgrade in Serbia. These cities are densely populated and heavily polluted, to the point where pollution actually chokes out current trees and makes creating green spaces difficult.
Liquid 3 was a PhD scientists answer to these problems. The microalgae tank is intended for spaces where you either:
Don't have enough space to plant full trees, or
Don't have enough time to plant trees and wait for them to grow up.
The tank is extremely efficient when you consider the amount of space needed compared to the amount of CO2 turned into oxygen. The tank can operate throughout the winter. And most importantly, it can be quickly set up in areas that desperately need relief from air pollution NOW not in 10 years when trees are done growing. Children currently suffocating on polluted air can't wait for trees to grow, they need to be taken care of now, and Liquid 3 is one of the ways to take care of them. Depending on the species of microalgea used, a number have shown a pretty amazing capacity to pull heavy metals out of the air which is something trees can get choked up by.
The tanks aren't just tanks either! Liquid 3 have solar panels placed on top, they have lighting and mobile phone charging, and they work as public benches. The designers of it want to encourage green spaces where there's room, but where there isn't room or time, Liquid 3 can step in. Realistically, this isn't a replacement for trees. It's replacing boring metal city benches with new, cooler benches that also clean the air (and have at least some heating during the winter).
Not only that, but the microalgea that grows is native to Serbia and all that microalgea has a ton of great uses! It makes for great fertilizer, compost, wastewater treatment, cleaner biofuels and even for helping create new tanks for further air purification. They only require a quick algae divide once a month, and the produced algae can be carted off to where ever it's needed. This makes them effective solutions for areas that can't sustain complex installations.
So yeah, there's actually quite a lot of places that would like these. Lots of people currently breathing in terrible quality air would much rather have their boring city benches replaced with really fucking cool algae tanks that clean the air and can be used to help create + sustain future green spaces in cities. I dunno about you, but I'd take that over a dumb metal bench any day. Put these at every bus stop and I'd be delighted.
Happy Pride Month everyone! Remember 4 months ago when the CEO of this platform harassed and chased a trans woman off this website just for posting her transition timeline, then chased her to other social media platforms to continue harassing her, and threatened to call the FBI if she continued disputing the multiple dubious terminations of her blogs that did not violate tumblr's terms of service in any way? And despite tumblr staff insisting that the CEO was acting against their interests, the broad transmisogyny evident in the site's culture and moderation policy has still not been adequately addressed?
Remember that staff is continuing to nuke the blogs of trans women even after all of this. Remember this post when they call this site the queerest place on the internet again this month
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’m reblogging this 7-year-old comic of mine because, not only is it somehow still circulating, it just passed 400,000 notes??? Thank you, several hundred thousand internet strangers, for keepin’ this ol’ goat girl goin’ so long
(Also hi, I’m still making fairy-tale-flavored lesbian romance comics and have a new one coming out very soon…)
This reads like a folklore-ish fairytale, with a comic having such a soft yet vibrant color pallete. The fact the the story ends with the woman not only getting seen, but also by someone worth being seen by, is truly romantic and magically pleasing.
Saddest thing ever is reading an academic paper about a threatened or declining species where you can tell the author is really trying to come up with ways the animal could hypothetically be useful to humans in a desperate attempt to get someone to care. Nobody gives a shit about the animals that “don’t affect” us and it seriously breaks my heart
[Image description: text from a section titled On Being Endangered: An Afterthought that says:
Realizing that a species is imperiled has broad connotations, given that it tells us something about the plight of nature itself. It reminds us of the need to implement conservation measures and to protect the region of which the species is a part. But aside form the broader picture, species have intrinsic worth and are deserving of preservation. Surely an oddity such as C. vicinella cannot simply be allowed to vanish.
We should speak up on behalf of this little moth, not only because by so doing we would bolster conservation efforts now underway in Florida, [highlighting begins] but because we would be calling attention to the existence of a species that is so infinitely worth knowing. [end highlighting]
But is quaintness all that can be said on behalf of this moth? Does this insect not have hidden value beyond its overt appeal? Does not its silk and glue add, potentially, to its worth? Could these products not be unique in ways that could ultimately prove applicable?
For anyone unfamiliar with Paulo Freire's Pedagogy of the Oppressed, the entire thesis is that traditional educational models promote oppression by removing students' agency in their own learning. Freire argues that currently education functions as a "banking model" - teachers are the holders of knowledge, and students are empty vessels, waiting to have that knowledge put into their heads like a piggy bank. This reinforces a passive attitude towards information, not seeking and understanding it on your own terms, but waiting for a "banker" to deposit it into your head.
Instead, Freire proposes that teachers and students act as co-creators of knowledge, where students become active participants in their own learning through questions and dialogue. Teachers are also open to changing their understanding of topics in the process of critical dialogue - the goal is not "student learns Fact A and memorizes it as presented," but instead the goal is the knowledge itself, discovered collaboratively by teacher and student, who are acting with empathy and respect towards each other. This also starts the process of the oppressed being able and empowered to question structures of power, take agency, and actively participate in the transformation of society.
So, the irony of writing an AI essay on critical pedagogy is actually insane; because it's essentially the extrapolated endpoint of Freire's arguments that our current educational system creates passive receptacles who not only can't think critically in an educational context, but also become the perfect citizens for a world that doesn't want us questioning structures of power, to view those in power as we viewed our teachers - deliverers of indisputable facts that must be memorized and regurgitated because they command it, and not co-creators of true understanding.
It looks like they’re dropping a teaser trailer for the new Harry Potter reboot tomorrow
Just a few important and gentle reminders:
🫶🏻 DO NOT WATCH THIS FUCKING SHOW 🫶🏻
If you claim you support human rights - not just trans rights but human rights in general - yet still plan to watch this show, unfollow me. You’re a fucking hypocrite and I don’t want you following me.
Do not watch it even if you’re hate watching it, it still contributes to streaming revenue and views!
The adults in this reboot of the franchise are FULLY accountable for choosing to do this show and accepting a pay cheque over supporting a minority group. Even if they claim they support trans rights, they’re cowards and don’t actually support them at all.
The kids do NOT deserve abuse or hate, whether it’s because you’re comparing them to Dan/Rupert/Emma or because you’re boycotting due to the author’s views. They are literal CHILDREN.
Your nostalgia over a children’s series about kids going to school is NOT more important than trans people being respected and having rights. As long as JKR is still alive, she profits off of this.
And, just so you know, JKR profiting off of HP has DIRECTLY led to the disintegration of trans rights in the UK.
For example...
It follows an announcement in December that transgender members would be banned from joining.
From yestersday. This follows on from the UK supreme court ruling last year that equalities laws would be based on 'biological sex only.'
That supreme court ruling got through, not because 'everyone believes in it.' But because JKR directly payed MASSIVE amounts of money into right wing thinktanks, politicians, and TERF influencers.
Harry Potter directly funds transphobia and anti-trans laws in the UK.
She pours her money into the J.K Rowling women's fund. Meaning Harry Potter revenue directly pays for right wing transphobic pearl clutchers to take trans people to court and to stamp out the rights of trans people in the UK.
It is also hurting cis women in the UK because now we're all fucking paranoid about being 'transvestigated,' being abused in public (for 'not looking cis enough') or being denied services because some snotty billionaire decided she gets to decide who is or is not a 'woman' (based entirely on her weirdo, white, billionaire-class definition of the word.)
During lock down, without a loom or studio, she started stitching small woven patterns by hand, using leftover yarn and a lot patience. What began as a way to keep going became a way of working.
Now, even with her full studio back, she still creates these tiny, time-consuming pieces. They're not made to be worn or sold fast, they're made to be seen, to remind us that weaving is an art, not just something for clothes. She uses waste yarn, old stock, and plant fibers to avoid adding more to the pile of fast fashion.
Not socialist in a “I won’t have to work” type of way but socialist in a “I’ll still be working but I won’t be worried I won’t make the rent” type of way. In a “billions won’t be hoarded by one person” type of way. In a “janitors, fast-food workers, child care workers, preschool teachers, hotel clerks, personal care and home health aides, and grocery store cashiers, will live comfortably” type of way. In a “the sick and elderly will be cared for” type of way. In a “no child should work” type of way.
despite what popular opinion may lead you to believe, some rocks actually do have scientifically-proven auras! Unfortunately, those rocks are uranium and the aura is cancer.
Thanks to an automated email from tumblr, I was reminded that I have this blog (and that it’d be deleted if I didn’t do anything with it).
I’m still working at Frontier, now having moved up to a full time technical art position.
Everything is going great :)
So, I have a fully time (albeit temporary) job working as a QA tester for Frontier Developments. This is of course SUPER AWESOME!
But it doesn't leave me much time to make stuff. So if you're looking here for new work, Its happening, just, slowly. ^_^
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