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Chris Graziul

@graziul.bsky.social
297 followers 505 following 119 posts

computational sociologist | recovering human | occassional audiophile | personal account

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Chris Graziul @graziul.bsky.social · 1h
Trying to convince the Pope that linear algebra should be taken seriously as "conscious" is a level of clownish hubris I didn't think possible. Yet here we are.
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Chris Graziul @graziul.bsky.social · 1h
Are you a fan of Star Wars but not a fan of US foreign policy? If so , this one's for you.
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Emily M. Bender @emilymbender.bsky.social · 11h
New from @timnitgebru.blacksky.app and me: "It is high time for us to regulate usage of systems sold as “AI”, not because they are magical machines, but because they are error-prone products that shouldn’t be used in high stakes scenarios." www.theguardian.com/commentisfre...
theguardian.com
Forget ‘superintelligence’: error-prone AI nearly sparked world war three this month | Timnit Gebru and Emily M Bender
The risks of AI aren’t what we think they are, as a recent security incident between China and the United States reveals
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Project Salt Box @projectsaltbox.com · 26/09/2026
Employees and executives of GEO Group, ICE's largest detention contractor, appear in the metadata of a growing number of DHS detention contract solicitations. The contracts are open to competition from other companies. Neither GEO nor DHS will say what role GEO played in preparing the documents.
A metadata readout for a five-page PDF titled "Performance Work Statement." The Company field reads "GEO Group Inc." and appears twice. The file was created on Sept. 25, 2026, at 1:44 p.m. Eastern using Acrobat PDFMaker 26 for Word. The Author and Creator fields are blurred.
A PDF open in a viewer, titled "Attachment 10c1 - Enhanced Transport Requirements Requirement C (Philadelphia)." The page is headed "Moshannon Enhanced Transportation." It lists requirements for ICE offices in Philadelphia, York and Pittsburgh. These include 24-hour detention, transport and guard coverage; additional "GTI" guard and transport assets; and at least three extra transport teams per day, seven days a week, to stage near arrest teams and act as a "mobile detention facility" until the vans are full. The Pittsburgh section says a hub site would free deportation officers to make more arrests. The metadata panel shows the file was created Dec. 11, 2025, with Acrobat PDFMaker 25 for Word. The author field contains the name of a GEO Group Executive Vice President. A PDF open in a viewer, titled "Attachment 10c - Anticipated Transportation Routes Estimate Requirement C (Philadelphia)." The page is a table headed "Moshannon Incremental Mileage Estimate." It lists routes from Dover and the Pittsburgh Sub-Office to ICE offices, airports, federal prisons and about 20 county prisons, with miles per trip, vehicle type, trip frequency and total annual miles. The largest entry is Pittsburgh to Erie County Prison, five times a week, at 68,120 miles a year. The metadata panel shows the file was created Dec. 10, 2025, in Microsoft Excel. The author field contains the name of a GEO Group senior vice president.
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Dr Abeba Birhane @abeba.blacksky.app · 24/09/2026
over the past few weeks several AI evaluation/cybersecurity experts have explained how what's happening is a result of human incompetence rather than "AI going rogue". I'm begging the media to show a shred of journalistic integrity and stop parroting what altman or amodei say
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Electronic Frontier Foundation @eff.org · 17/09/2026
Axon and Flock both make ALPRs that capture every passing vehicle regardless of any suspicion, recording location, time, license plate, color, make, model, and other characteristics. Trading one for the other “is sort of like swapping Coke for Pepsi,” EFF’s @lisafemia.bsky.social told @sfgate.com.
sfgate.com
2 Bay Area cities ditch Flock, but surveillance is far from over
Critics argue that Axon, a Flock rival, brings similar privacy issues.
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Arghavan Salles, MD, PhD @arghavansallesmd.medsky.social · 16/09/2026
I am suing the NIH. As part of a class action with the ACLU and 16 other plaintiffs, we are challenging the thousands of unlawful grant terminations in an effort to get them all reinstated. Whatever happens, at the very least, no one can say I sat back and watched while they destroyed science.
aclu.org
Researchers Challenge NIH Screening of Grants for Disfavored Viewpoints | American Civil Liberties Union
Class action lawsuit seeks to stop censorship and termination of federally funded scientific research
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Vittoria Elliott @telliotter.bsky.social · 15/09/2026
SCOOP: A group of staffers from the right-wing think tank, America First Policy Initiative, have been detailed to the Census Bureau, where they have access to sensitive data +contributed to a public report that bolsters conspiracy theories undermining trust in elections www.wired.com/story/a-trum...
wired.com
The Census Bureau Is Overrun With Staffers From a MAGA Think Tank
The US Census is home to vast troves of sensitive data on nearly every person living in the country, which is used for apportioning and drawing congressional districts as well as allocating federal fu...
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Margaret Mitchell @mmitchell.bsky.social · 15/09/2026
If you read just one thing about the realities of modern AI and agents going "rogue", read this: aiguide.substack.com/p/misleading... Brilliant piece from @melaniemitchell.bsky.social
aiguide.substack.com
Misleading Metaphors, Real Risks
What To Fear from AI Agents and How to Reclaim Our Human Agency
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Melanie Walsh @mellymeldubs.bsky.social · 14/09/2026
Wouldn't it be cool if the U.S. passed some federal data privacy laws?
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Chris Graziul @graziul.bsky.social · 10/09/2026
First thing that popped into my head: No race and ethnicity enumeration means we won't be able to identify if these groups exist in enumerated areas. I still haven't fully digested that fact.
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Chris Graziul @graziul.bsky.social · 10/09/2026
Seems ironic that frontier AI labs racing to discover all sorts of things don't seem as intent to find ways to make fusion power feasible. You'd think their own energy needs would incentivize this goal, and yet...
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Data Workers’ Inquiry @dataworkersinquiry.bsky.social · 08/09/2026
What happens to consent in a workplace where refusing a request means losing work? Find out in the new report by James Mojez Oyange, one of the workers whose face, voice and documents were collected by the companies that employed him. data-workers.org/mojez/
data-workers.org
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Eryk Salvaggio @eryk.bsky.social · 06/09/2026
I find that, no matter how many ways I acknowledge LLMs etc are changing, people dismiss me as “crazy” or “unserious” because I refuse to attribute those changes to “intelligence.” I will say again, automated language production and intelligence are completely different things.
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Timnit Gebru @timnitgebru.blacksky.app · 07/09/2026
Guys, this is Bernie Sanders' guy for all things AI. Max Tegmark of the Future of Life Institute, funded to the tune of $665m by crypto billionaires, that's of course, after all the Muskrat + friends' money. Their "seed funding" was from Musk. 🧵 www.politico.com/news/2024/03...
politico.com
The little-known AI group that got $660 million
Powered by a massive cash infusion from a cryptocurrency mogul, the Future of Life Institute is building a network to fixate governments on the AI apocalypse.
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Justin Hendrix @justinhendrix.bsky.social · 03/09/2026
Since "AGI" is in the news, a few items from the archive. 1/ @alexhanna.bsky.social and @emilymbender.bsky.social, June 3, 2025:
techpolicy.press
The Myth of AGI
Alex Hanna and Emily M. Bender write that claims of "Artificial General Intelligence" are a cover for abandoning the current social contract.
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Cynthia Brumfield @metacurity.com · 04/09/2026
"OpenAI dictated the terms of the METR investigation, limited its scope to just the single week when the agents had attacked Hugging Face and allowed the researchers in its San Francisco offices for only a few days in July and August." www.nytimes.com/2026/09/03/t...
nytimes.com
How OpenAI Limited the Probe of Its Bots’ Hack of Hugging Face
A nonprofit’s study of how OpenAI’s A.I. agents were able to break into Hugging Face’s infrastructure wasn’t allowed to look at the incident’s full scope.
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Chris Graziul @graziul.bsky.social · 29/08/2026
My weapon of choice. (Also: This is not a weapon.)
Screen print on yellow t-shirt with Jacque Derrida's face and "Weapon of Mass Deconstruction"
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Chris Graziul @graziul.bsky.social · 29/08/2026
I still think the best and possibly only path for controling AI and its development is strong data rights.
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Prof Gavin Yamey MD MPH @gavinyamey.bsky.social · 27/08/2026
🆕 Our new editorial in the European Journal of Public Health, by @tiagocorreia.bsky.social @martinmckee.bsky.social @chrischirp.bsky.social & me We use the Fauci diaries to discuss “collection, curation, & publication of records of decision-making during a crisis” academic.oup.com/eurpub/artic...
JOURNAL ARTICLE
Uncertainty on trial: the Fauci diary disclosure and the protection of scientific deliberation 
Tiago Correia , Martin McKee , Christina Pagel , Gavin Yamey
European Journal of Public Health, Volume 36, Issue 5, October 2026, ckag160, https://doi.org/10.1093/eurpub/ckag160
Published: 26 August 2026
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Asawin Suebsaeng @swin24.bsky.social · 26/08/2026
in Springfield Ohio right now. I’m told by multiple activists and religious leaders here that ICE took a second Haitian pastor
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Aura Bogado @aurabogado.bsky.social · 25/08/2026
Illinois law says local officials can't help federal agents deport people. So how did so many residents end up on ICE's radar through information shared by local police, sheriffs, and prosecutors? I filed 394 FOIA requests to find out. (An @injusticewatch.org partnership with @theintercept.com!)
injusticewatch.org
Illinois promised to protect immigrants. Local officials helped deport them anyway.
In over a third of Illinois counties, cops, sheriffs, and even prosecutors helped federal immigration agents route at least 150 people into the deportation system since Trump returned to office, despi...
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NPR @npr.org · 20/08/2026
Maryland has one of the strictest data privacy laws in the country. But privacy advocates allege data brokers are violating the law by selling data to police and federal immigration agencies. n.pr/4ikyjk9
n.pr
Privacy advocates call on Maryland to investigate data brokers
Maryland has one of the strictest data privacy laws in the country. But privacy advocates allege data brokers are violating the law by selling data to police and federal immigration agencies.
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Dan Garisto @dangaristo.bsky.social · 20/08/2026
Scoop: For nearly a year, NSF has struggled to make new grants. Now we know that it will not catch up. In fact, NSF will award just 6,100 new grants—a 30% y/o/y decline, itself down from a previous avg. of 11,000+. In fact, the last time NSF awarded so few grants was in the early '80s.
nature.com
Exclusive: NSF set to issue lowest number of new grants in four decades
The US science-funding agency is withholding $1 billion of its budget so that the money can go to a special White House project.
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Chris Graziul @graziul.bsky.social · 20/08/2026
This became clearer when I realized that the weights and tokens are all under erasure. Personal interpretation is the only way to make sense of outputs, so the idea of alignment requires a way to respect mutually inaccessible representations. Many goals are mispecified relative to this fact.
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Emily M. Bender @emilymbender.bsky.social · 20/08/2026
A point I frequently make when talking about chatbots is that their output only seems to make sense because we are making sense of it. And worse, we can only do that sense-making by projecting a mind behind the text, something we do reflexively. >>
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WIRED @wired.com · 19/08/2026
Flock’s surveillance cameras have already sparked outrage. WIRED reconstructed its next-generation AI system, already in use by some police, to confirm it goes much further than tracking license plates. www.wired.com/story/flock-...
wired.com
Flock Has a Powerful New AI Tool for Police. We Got Its Code
Flock’s surveillance cameras have already sparked outrage. WIRED reconstructed its next-generation AI system, already in use by some police, to confirm it goes much further than tracking license plates.
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Chris Graziul @graziul.bsky.social · 17/08/2026
It was the best of times, it was the worst of times, it was the age of wisdom, it was the age of foolishness, it was the epoch of belief, it was the epoch of incredulity, it was the season of light, it was the season of darkness, it was the spring of hope, it was the winter of despair.
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Quinn Slobodian @quinnslobodian.com · 17/08/2026
because why not www.thecrimson.com/article/2026...
thecrimson.com
Harvard Discloses $2.2 Billion SpaceX Stake After Record IPO | News | The Harvard Crimson
Harvard disclosed a $2.2 billion stake in SpaceX on Friday, making billionaire Elon Musk’s aerospace company by far the largest holding in the Harvard Management Company’s publicly reported stock port...
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Timnit Gebru @timnitgebru.blacksky.app · 13/08/2026
🔇 🔇 🔇 My book, Deep Unlearning, is now available for preorders! I don't know how people write so many books because this one took a lot out of me. It turns out, I had a lot to say 😂, with editors cutting out 50k of my words 🫣 ✴️ You can now preorder it at www.simonandschuster.com/books/Deep-U....
Cover of my new book, Deep Unlearning: The Rise of AI and The Radicalization of a Tech Idealist. 

There are two concentric circles in the book, the left being circuits in black an white, and the right being a bunch of dots with orange accents. The cover background is cream. And the words are written in black except for "Un" which is in orange.
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Data & Society @datasociety.bsky.social · 12/08/2026
The govt has dismantled the legal mechanism that held ed-tech companies accountable when their AI tools produced unequal outcomes. The students most at risk from that change are the ones already bearing the heaviest documented burden from school surveillance tech. www.techtimes.com/articles/323...
techtimes.com
School AI Monitoring Outs Students; Federal Accountability for Bias Ends
AI student monitoring software disproportionately harms LGBTQ+ students and students with disabilities -- and the federal protection is gone. The Department of Education removed disparate-impact enfor...
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The NewsGuild-CWA @newsguild.org · 10/08/2026
BREAKING: USA Today’s journalists and media workers demand that the media company end its relationship with AI firm Palantir.
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BWJones @bwjones.bsky.social · 07/08/2026
This is 572 5 year biomedical research grants to study cancer, heart disease, blindness, Alzheimer’s, epilepsy, diabetes, infectious disease, etc…
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Steve Held @peoplesfabric.bsky.social · 07/08/2026
This was entirely predictable: “ICE will promptly release video of shootings and other encounters in which its agents cause death or serious injury only after determining “it is in the best interests of the agency” to do so.”
chicagotribune.com
ICE will release body camera video only when seen in the agency’s ‘best interests,’ policy says
Immigration and Customs Enforcement is moving to equip officers with body cameras in the next two months but the agency’s policy gives it broad control over what footage will be made public.
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Chicago Collections @chicollections.bsky.social · 04/08/2026
A powerful statement asking all the important questions from the United International Indigenous Nations. Thanks @formidablegen.bsky.social!
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Chris Graziul @graziul.bsky.social · 04/08/2026
Okay, time to revisit Derrida as a constructive solution to indeterminate meaning in LLMs' vocabularies. Sure, why not, seems about right..
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Simon Willison @simonwillison.net · 28/07/2026
Hugging Face just published a highly detailed technical account of OpenAI's accidental cyberattack on their systems - it's wild how sophisticated this was: huggingface.co/blog/agent-i... Wrote up some of my own notes here: simonwillison.net/2026/Jul/28/...
huggingface.co
Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
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Aimee Cozza Illustration @aimeecozza.com · 28/07/2026
It's here, it's here! 🌟 V2 of Hire Human Artists is now live. We make it easier than ever to find artists who have pledged not to use generative AI in their workflow. HireHumanArtists.com Use the directory to find artists for your project type, that do a certain style, and more! Now with images!
hirehumanartists.com
Find an Artist Who Doesn't Use Generative AI | Hire Human Artists
Looking for an artist for your next project? Our human artist directory is full of over 400 artists who have pledged not to use gen AI.
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Chris Graziul @graziul.bsky.social · 28/07/2026
Bad time to be a mathematician or physicist, if you believe in the "great man theory" of history. Good time to be the same, if you see all work as cumulative and have cautious interest in where you might fit given a little imagination.
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Kyle Griffin @kylegriffin1.bsky.social · 19/07/2026
BREAKING NYT: Federal agents around the country were told in recent days that the FBI would no longer investigate confrontations with immigration agents — cases that sometimes yield evidence that could be used to prosecute DHS agents implicated in violent encounters.
nytimes.com
Federal Agents Were Told FBI Will No Longer Investigate ICE Confrontations
Senior officials deny such a change is in the works, despite guidance shared with agents around the country in recent days.
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Sarah Parkinson @separkinson.bsky.social · 17/07/2026
Welcome to polycrisis. Add to what the article describes: Aging infrastructure (water main break+sinkhole=floods in West Hollywood that LA first responders have to address as new wildfires break out) Mismanagement of emergency response agencies (e.g. FEMA, new Wildland Fire Service) & contractors
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Brennan Center @brennancenter.org · 15/07/2026
The federal government’s efforts to consolidate massive amounts of personal data could make it easier to monitor and target protesters, ramp up mass deportations, and more. Here’s what to know about the threats and how states and Congress can push back: bit.ly/44t5Rob
brennancenter.org
The Dangers of the Trump Administration's Data Consolidation Efforts
Congress and state and local governments must create new safeguards around the collection, integration, and misuse of people’s data to protect privacy and First Amendment rights.
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Mark Dingemanse @markdingemanse.net · 15/07/2026
Revised! Interactional foundations for critical AI literacies doi.org/10.5281/zeno... Gods speak, spirits speak, computers speak. Oracular ambiguity or statistical probability provides loopholes, and discrepancies are expunged by Faith.” — Ursula K. Le Guin, The Left Hand of Darkness (1969)
doi.org
Interactional foundations for critical AI literacies
The ubiquity and ease of use of large language models makes it easy to overlook the interactional and interpretive processes at play. To understand the attraction of this technology we need to trace i...
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Chris Graziul @graziul.bsky.social · 15/07/2026
You can't talk your way out of an echo chamber. This is where family is instructive: Families socialize us into politics from a young age, so reject the family political identity and you *will* have strained relationships. Truth is more political than ever, and estrangement is costly, thus...
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Amalia S. Levi, PhD @amaliasl.bsky.social · 13/07/2026
📢 Once more for the people in the back: - Most [more than 95%] of archives have not been digitized. - Most of humanity's knowledge and memory is *not* reachable by LLMs. - Believing that AI can provid you with comprehensive, definitive, "intelligent" results is folly.
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Emma Pierson @emmapierson.bsky.social · 22/06/2026
New piece in The Atlantic! We always hear that AI will cure cancer, and I would immediately benefit if it did. Still, I argue that racing ahead on generalist AI models creates unclear benefits for cancer that are outweighed by broader societal harms. Gift link: www.theatlantic.com/technology/2...
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Adam Keiper @adamkeiper.com · 08/07/2026
NEW: He was picking up a work crew to take them to construction site at 6 a.m. on Tuesday morning. ICE showed up. And now this small business owner, the father of three American citizens, is dead. www.thebulwark.com/p/he-lived-h...
thebulwark.com
He Lived Here for 35 Years. Put Three Kids in College. ICE Killed Him.
Lorenzo Salgado Araujo was picking up a crew for a construction project when ICE shot him. It now claims he was the aggressor.
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Dr Abeba Birhane @abeba.blacksky.app · 08/07/2026
social media platforms that operate to maximize engagement, nazi ideology built on hate and rage, weak regulation and enforcement... democracy is dying before our eyes and big tech is fuel powering it www.irishtimes.com/world/europe...
irishtimes.com
AI software that generates ‘rage bait’ developed by Germany’s far-right AfD
Alternita platform uses Google Gemini, OpenAI and Claude to create provocative social media posts
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Chris Graziul @graziul.bsky.social · 07/07/2026
Hive mind, old school variety: If I say "self-organized group" what's the first article or example that pops into your head? Any field, any domain. What allows people with little or no contact with each other to self-organize into a durable group (formal or informal)?
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Olivia Guest · Ολίβια Γκεστ @olivia.science · 06/07/2026
New preprint! So honoured to have worked with Ishani Ray on providing vital critique on "AI literacy" & correctives for those interested in understanding why "just use the newest version of an LLM" is nonsense Contra Literacy-Laundering: Mechanistic Critical AI Literacy doi.org/10.5281/zeno... 1/
Critical discourse on large language models (LLMs) has bifurcated between epistemic dismissal that invokes some form of the stochastic parrot metaphor to puncture hype, and pragmatic accommodation that treats LLM capability improvements as grounds for updating the critique. We argue that both misdiagnose the problem as the issue is not whether or not LLMs work, but what kind of working is happening and at whose cost. Drawing on meta-theoretical frameworks of cognitive science, feminist labor analysis and critical pedagogy, we propose a conceptual reorientation. We develop this claim through registers of (i) the cognitive, examining what is forfeited when statistical pattern-matching substitutes for the iterative, grounded processes that constitute thinking; (ii) the pedagogical, examining how “AI literacy” as currently deployed is itself a symptom of the confusion it purports to address; and (iii) the political, examining how the infrastructure framing of AI naturalizes asymmetric labor displacement, particularly of feminized cognitive and reproductive work. The stochastic parrot, deployed with mechanistic precision rather than mere rhetorical convenience, specifies what is forfeited when cognitive labor is delegated, who bears the cost, and why a literacy adequate to this moment must begin from the epistemology of those most harmed by the systems it describes. We conclude with underlining that critical AI literacy, which this paper embodies an instance of, is the only sensible way forward.
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