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critical slop studies

@struthious.bsky.social
3.2K followers 1.6K following 7.9K posts

Applied scientist working on LLM evaluation and publishing in AI ethics. Formerly: technical writing, philosophy. Urbanism nerd in my spare time. Opinions here my own. he/they 🏳️‍⚧️. boltzmann-brain.github.io

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critical slop studies @struthious.bsky.social · 06/10/2026
I think this norm is alien to me particularly because I don’t remember in recent memory having bought a snack on the way to work. I might have some coffee that I made myself at home or with my own beans in the office, yes, but I’m not gonna make an aeropress coffee for like 5 other people.
Screenshot from the newsletter “links I would gchat you” with the following text: “ • First things first: I would like to qualify the hot take on iced coffee that | so blithely shared last week. Several of you wrote in with hypothetical or actual situations that disproved my rule. (That rule, ICYMI, is that no one should eat or drink in a setting where there isn't food/drink for everyone.)
The "setting" I actually envisioned here was a small group work environment, akin to the interview that kicked this whole thing off. And it assumed that the meeting was planned and scheduled in advance, not like ... an ad hoc stand-up. Under those circumstances, if you are stopping for a "little treat en route to the meeting, I maintain that it is kindest to either (a) Slack your colleagues and ask if they want something too or (b) park your snack in the work fridge until the meeting is over. This rule can be suspended in the event of extraordinary hunger or medical necessity and does not apply, generally speaking, to large groups, to workplaces with free snacks, or to my husband ... who spends quite enough on little work treats already.”
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critical slop studies @struthious.bsky.social · 06/10/2026
familiar form of argument not just from traditional “family” but also other groups that claim you as “family”
Photo of an ereader book page with text: “ 2. REJECTING COMPULSORY KINSHIP • 18 OF 86
family. He specifically links the silencing of individual needs as part of what it means to be in the Black community in a racist country.
"Because of our history, they [community elders want Black people, no matter what, to stick together," he illuminates,
"even when there's
something really bad happening within a family dynamic." He explains that in his Black community, his elders say,
"We still gotta deal with these -isms and these this and that and the third, so put whatever you're dealing with on the back burner.'"
While Michael
agrees that it is logical to protect the
FAMILIES WE LOSE • 133 OF 703”
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critical slop studies @struthious.bsky.social · 03/10/2026
This could be about anything on here
Screenshot of Matt darling saying “looking” in one skeet and screaming in the next
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critical slop studies @struthious.bsky.social · 27/09/2026
PGH is very pink right now
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critical slop studies @struthious.bsky.social · 12/09/2026
Never gets old coming home to this
A cat lying on its back asleep with legs straight like a human
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critical slop studies @struthious.bsky.social · 27/08/2026
thought
so much of online discourse is indistinguishable from the business owner who claims that most of their customers are economically disadvantaged car drivers who absolutely have to have free parking in front of their store. Actually, it's the business owner who wants free parking, but it's not acceptable to say you want something for selfish reasons, so you make up some marginalized group that wants it.
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critical slop studies @struthious.bsky.social · 21/08/2026
I see we're all having a good time on here
screenshot of bsky 'trending' pane showing the top 5 topics being a spiderman film using ai concept art, mike masnick's comments on ai, trump's announcement of economic warfare on iran, the navy renaming a carrer for trump, and the debate over spreadsheet people
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critical slop studies @struthious.bsky.social · 14/08/2026
funny how that applies to other masculine-coded endeavors
Photo of Sidney Harris cartoon depicting a man telling a woman “I’ll be working on the largest and smallest objects in the universe—superclusters and neutrinos. I’d like you to handle everything in between “
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critical slop studies @struthious.bsky.social · 01/08/2026
labels working as intended
screenshot of the skeet I'm replying to showing that the quoted account is hidden due to being labeled as 'anti-cyclist by labeler.bikesy.social
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critical slop studies @struthious.bsky.social · 22/07/2026
A bit on the nose that this is the first page of the pamphlet of the history of bakery square (formerly nabisco factory, now tech offices)
Photo of an old ad advertising a “tokens sandwich”: “two dainty biscuit - a creamy filling - raspberry flavored”
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critical slop studies @struthious.bsky.social · 20/07/2026
My new workplace has a well equipped bike room (though the racks are not my favorite) and i pass a ludicrous number of supermarkets on my way home.
Photo of spacious bike room with pump and tool stand
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critical slop studies @struthious.bsky.social · 16/07/2026
is there a reason why smoke tends to be denser over the lakes themselves ?
screenshot of air quality index heat map over the great lakes region showing that the lakes are colored more darkly than the terrestial parts
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critical slop studies @struthious.bsky.social · 12/07/2026
US developers put in good windows, challenge near impossible
Screenshot of skeet from bouie showing a picture of redeveloped public housing with horrible sash windows
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critical slop studies @struthious.bsky.social · 04/07/2026
a lot of the conversation around housing is very silly because most people refuse to believe that building new housing under the current policy regime is in fact this expensive. ggwash.org/view/92306/w...
“ TOTAL DEVELOPMENT COSTS: $584,900

You may be thinking: “$585,000 for one three-bedroom apartment is extremely expensive!” And you would be right. Building new housing is always expensive, but the significant increase in construction costs in recent years has made it even more challenging.”
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critical slop studies @struthious.bsky.social · 20/06/2026
Not happy about the Brazil result but at least the view on the way home was nice
Photo of sunset over the north hills of Pittsburgh
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critical slop studies @struthious.bsky.social · 05/06/2026
This is a cat check point. Relinquish your most recent cat picture on your phone #ProofOfCat
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critical slop studies @struthious.bsky.social · 30/05/2026
Lmao
Screenshot of bsky trends with the 2-5 positions being “eze”, “Epstein coverup”, “Canada politics”, and “Irish exports”
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critical slop studies @struthious.bsky.social · 26/05/2026
The hierarchical structure of economic vibes. From the 2025 Survey of Household Economics and Decisionmaking just released by the Fed. (Credit: Fintech Business Weekly fintechbusinessweekly.substack.com/p/cfsb-hit-w... )
graph from the link showing the percentage of adults saying their own finances are "doing okay" or "living comfortably" constant at 73-78% since 2017. Meanwhile, the percentage saying that the "local economy" is good or excellent tanked 63% --> 43% from 2019 to 2020 and hasn't recovered. The percentage saying the "national economy" is good or excellent tanked 50%-->26% from 2019 to 2020 and hasn't recovered.
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critical slop studies @struthious.bsky.social · 20/05/2026
Update: the ratio on this may be the worst I’ve ever witnessed
Screenshot of the same skeet as before showing 1 repost, 89 quotes, 10 likes
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critical slop studies @struthious.bsky.social · 20/05/2026
sorry but it's hard to feel sorry for hoteliers. I have a high credence that this group of people mostly voted for this outcome. www.bbc.com/sport/footba...
graph from the linked article showing a majority of hoteliers in every us host city except atlanta agreeing that their world cup bookings are underperforming
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critical slop studies @struthious.bsky.social · 20/05/2026
Genuinely curious whether this is a bsky thing or whether it’s widely believed
Screen shot of skeet with text: “ French peasants actually had time & energy to cook. A medieval peasant's workday was shorter & less exhausting than a modern workers.”
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critical slop studies @struthious.bsky.social · 15/05/2026
Fat cat Friday
Photo of a grey cat with tuxedo pattern in a ludicrous position
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critical slop studies @struthious.bsky.social · 05/05/2026
Angles
Photo of a cat curled up with legs sticking out at weird angles
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critical slop studies @struthious.bsky.social · 01/05/2026
Engaging in self care
Screenshot of Bluesky settings showing that “Maine” and “platner” are muted words
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critical slop studies @struthious.bsky.social · 29/04/2026
This is a good way of understanding what's wrong with the 'polls über alles' stance Source: www.are.na/block/684687
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critical slop studies @struthious.bsky.social · 28/04/2026
This point actually has the opposite valence on me than what it intends. 17k cars are sold in the US alone *every day*. partnershiponai.org/wp-content/u...
Screenshot from linked PDF with text: "TRAINING A MODEL
TH AT EMITS TH E
CARB ON OF FIVE CARS
Tr a i n i n g a si n g l e AI mode l l i k e t h e popu l a r
Tr a n s f or m e r de e p l e a r n i n g m ode l ma y e mi t “ mor e
t h a n 6 2 6 , 000 pou n ds of c a r bon di oxi de e qu i va l e n t
— n e a r l y f i ve t i me s t h e l i fe t i me e mi ssi on s of t h e
a ve r a g e Ame r i c a n c a r (a n d t h a t i n c l u de s
ma n u f a c t u r e of t h e c a r i t se l f ), ” a s r e por t e d by M I T
Te c h R e vi e w .
C on si de r i n g t h a t t h e se mode l s a r e t y pi c a l l y
t r a i n e d ma n y t i me s a n d by ma n y r e se a r c h e r s, t h e
e mi ssi on s a dd u p"
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critical slop studies @struthious.bsky.social · 25/04/2026
I don't agree with the anti-data center or generic anti-AI sentiments in the post but a number of these scenarios are things I'm also suffering through ky.fyi/posts/ai-bur...
"An engineer adds 12,000 lines of code affecting your app’s authentication. They ask that it be reviewed and merged same-day. Another engineer enlists a “swarm” of AI agents to review the code. The code merges with no one having read the full set of changes.
A designer is tasked with exploring a new feature. They prompt an AI tool for an interactive prototype. Design crit is spent analyzing visual details in the generated prototype, with minimal discussion of core ideas, goals, or tradeoffs.
One of your pull requests has been open for a few days. You ask other engineers to leave a code review. Minutes later, an engineer pastes a review that was generated by an AI tool. There are no additional thoughts of their own.
You point an engineer to the relevant section of a library’s docs in order to request a feature. They tell you that the feature request is not possible, and send a screenshot of their chat with an AI tool as proof.
Documents and code are being generated faster than team members can review. You get the feeling that most people have stopped reading altogether."
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critical slop studies @struthious.bsky.social · 22/04/2026
screenshot from quoted article with text:

"It is also worth understanding where AI’s water footprint actually comes from. Most of it is not water running through a data center’s cooling towers. Most of the water used for AI is from generating the electricity that powers the servers. That is scope-2 water, the water consumed at power plants through evaporative cooling and steam generation. We do not hold this against any other electricity consumer. Nobody is calculating the water footprint of your refrigerator or your electric car or the subway.

But when AI uses that same grid electricity, suddenly it is labeled a water crisis. The water is real. The inconsistency in how we talk about it is also real."
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critical slop studies @struthious.bsky.social · 12/04/2026
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critical slop studies @struthious.bsky.social · 07/04/2026
sad if this is true. d2w9rnfcy7mm78.cloudfront.net/7260767/orig...
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critical slop studies @struthious.bsky.social · 07/04/2026
For my personal Bsky louvre
attempted murder is bad! Maybe don't make it the only way your constituents get a say in stopping the pollution slop bubble from making their neighborhood shitty!
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critical slop studies @struthious.bsky.social · 03/04/2026
under our last mayor the city didn't even try to deny that it was in charge of properties that were dangerous due to lack of maintenance, they just wanted an exception from state law that requires conservators to maintain their properties well. bloomfield-garfield.org/wp-content/u...
"The developer in the Garfield cases, Aaron
Chaney, has filed petitions on over 20 City-
owned properties through several companies
he controls, going as far back as 2017. In the
petitions, he contends that the city has failed in
its duty to maintain these properties, causing
their further deterioration, as well as created
an assortment of problems for neighboring
owners. Chaney’s attorneys have argued that
the City, like any private owner, should be
held accountable under the state law.
Under the administration of former Mayor
Ed Gainey, the city Law Department fought
back against Chaney’s petitions, arguing
before various judges at Common Pleas Court
that the state’s conservatorship law shouldn’t
apply to municipalities. "
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critical slop studies @struthious.bsky.social · 03/04/2026
good timing for this game to drop on boardgamearea
screenshot of a new 'watergate' game on boardgamearena
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critical slop studies @struthious.bsky.social · 03/04/2026
Learning about some austrian laws
Dick-Pic-Verbot
§ 218 Strafgesetzbuch: Sexuelle Belästigung und öffentliche geschlechtliche Handlungen
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critical slop studies @struthious.bsky.social · 03/04/2026
Screenshot of quiz result showing that I’m 51% German and 42% autistic, summarized as “Wittgenstein “
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critical slop studies @struthious.bsky.social · 27/03/2026
become ungovernable d2w9rnfcy7mm78.cloudfront.net/44803208/ori...
a photo of a pigeon nesting on a nest built on top of anti-bird spikes, with the text "a pigeon constructed its nest directly on anti pigeon spikes"
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critical slop studies @struthious.bsky.social · 25/03/2026
Reminder d2w9rnfcy7mm78.cloudfront.net/44747664/ori...
illustration of a godzilla-like creature standing over a photocopier, holding a ream of paper. Above its head is the text "LET'S DO OUR BEST THIS WEEK!" in English and Japanese.
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critical slop studies @struthious.bsky.social · 21/03/2026
This is the funniest false positive for my labeller @facelabels.bsky.social so far
Screenshot of labeled skeet containing a photo of pork loin that my labeler labeled as “contains trump’s face”
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critical slop studies @struthious.bsky.social · 18/03/2026
I have Questions about the advice in this article on “How to Avoid Being Labeled a “Weeaboo” “ www.wikihow.com/Avoid-Becomi...
Screenshot from link saying “try making Japanese food at home”
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critical slop studies @struthious.bsky.social · 14/03/2026
Fish or human?
Photo of the lines showing where to stand on a Yamanote line platform. The representations alternate between footprints and fish
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critical slop studies @struthious.bsky.social · 27/02/2026
My friend reminding of the weird coffee shop owner in Utah who painstakingly laid out who were the best (himself) and second best siphon coffee makers in the world
Screenshot of text message with text : “We need to find that person in Japan who is the second best at syphon coffee in the world”
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critical slop studies @struthious.bsky.social · 25/02/2026
I think it's instructive that some of the biggest users of LLMs make it a point to write and think in old-fashioned ways. Even before LLMs, I had always found it more productive to brainstorm or plan things on pen-and-paper. And I still do. from www.exponentialview.co/p/where-the-...
Screenshot from linked transcript with text:

"Azeem: De-skilling is real. And what Nita and Eric are drawing attention to is a gap in education. In these early stages, it’s up to us to figure out our own pedagogy for maintaining skills. I spend a lot of time writing with this (fountain pen), computer turned off. Yesterday I had a session with a colleague where we worked on a problem in silence, on paper, no phones, no computers, for a couple of hours. We do that often in my team. Maybe it’s the wrong thing. But it’s our gesture toward understanding de-skilling – this sloppy vibing that has you moving further and further from your own mental capacities."
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critical slop studies @struthious.bsky.social · 20/02/2026
Amused that my prima Taste Instant laksa pack calls its noodles “oriental noodles”, given that the kind of person who would pay this much for niche instant noodles is unlikely to be the kind of person who likes or uses the word “oriental”
Photo of laksa pack instructions that tells you to “put oriental noodles into…”
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critical slop studies @struthious.bsky.social · 10/02/2026
robots now make desire paths
Screenshot of a post from r/mildlyinteresting showing a photo of desire paths on a brick plaza made by grubhub robots
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critical slop studies @struthious.bsky.social · 04/02/2026
Did you also have to tackle your tech debt around cable storage/hoarding or did you have a better day than I did
Photo of a rug on which is scattered various cables
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critical slop studies @struthious.bsky.social · 30/01/2026
My labeller @facelabels.bsky.social has some interesting false positives
screenshot of a skeet with an image falsely labelled 'Contains Trump's Face'. The image is a photo of a map on a screen containing a zoning overlay for an unidentified city.
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critical slop studies @struthious.bsky.social · 29/01/2026
a majority of people I get annoyed with on here are annoying because they operate on an 'is X uncool?' heuristic but then turn it into a high-handed moralizing. You can basically replace 'AI user' on here with anything else, like 'voter'.
screenshot of a skeet with text "Being an AI user is super embarrassing"
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critical slop studies @struthious.bsky.social · 23/01/2026
I love how this graphic is totally unhelpful for determining whether you're going to get 30 inches of snow or half an inch of ice.
screenshot of visualization from a weather site of projected snow and ice quantities. The ranges around 30 inches of snow and 0.5 inches of ice cover the same colors.
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critical slop studies @struthious.bsky.social · 21/01/2026
This is about scientific writing but really is true for so many information-centric professions. www.patreon.com/posts/148719...
screenshot from linked interview with text:

"Related to the first point, we can’t isolate writing instruction to a single course and expect developing scientific writers to believe us when we say they will need writing throughout their schooling and careers. Students believe us when they see us use the tools we tell them to use. But, mostly, we don’t embed writing instruction in scientific content courses the way writing is embedded in humanities courses. So, students aren’t learning that writing is thinking and intrinsic to science. They are learning that writing is the rotten task that follows the “real” work of memorizing or doing experiments or field work. "
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critical slop studies @struthious.bsky.social · 11/01/2026
gonna have to get mountaineering mittens if we’re gonna protest every week throughout the winter. my 45NRTH gloves are good enough for commuting length rides but not for standing around outside for extended periods
Photo of Anti-ice protest in the snow
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