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Ben Williamson

@benpatrickwill.bsky.social
8K followers 1.6K following 1.7K posts

Researching data, tech, futures, and biological sciences in education | Senior Lecturer and co-director at the Centre for Research in Digital Education | University of Edinburgh | Editor of Learning, Media and Technology @lmt-journal.bsky.social

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Reposted by Ben Williamson
Will Davies @will-davies.bsky.social · 29/09/2026
Dada perfection
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Matt Seybold @mattseybold.bsky.social · 28/09/2026
“It’s putting a mind virus into a kid’s head, which is what education is. And it’s being done by a teacher you trust.”
theamericanvandal.com
All Our Kids Will Go To Alpha School
On the plans to hyperscale Alpha School’s “AI” tutoring software to “a billion kids.”
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Dr Katie Twomey @k2mey.eurosky.social · 28/09/2026
This is quite cool. My university is the first organisation in the world to force Microsoft to allow us to turn off copilot summaries in Word 365, after a backlash against it from staff (including, very vocally, me). That cannot have been easy for our heroic IT people so hats very much off to them!
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The Guardian @theguardian.com · 28/09/2026
Teachers at Euan Blair firm report ‘horrendous stress’ after AI used to rate their work
theguardian.com
Teachers at Euan Blair firm report ‘horrendous stress’ after AI used to rate their work
Exclusive: Instructors at tech training company Multiverse hit out at ‘remorseless’ and ‘unnerving’ AI teacher monitoring system Teachers at Euan Blair’s £1.6bn tech training company, Multiverse, have blown the whistle about “horrendous stress” and feeling constantly watched after bosses started using AI models to surveil and rate their teaching. Staff delivering apprenticeship training in computer and AI skills to thousands of UK public and private sector workers now have transcripts of online classroom sessions analysed and scored by an AI programmed to alert human managers when they are suspected of doing things wrong. Continue reading...
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samuel mehr @mehr.nz · 27/09/2026
another day, another bit of evidence that the scientists who willingly hand over proprietary information to AI firms may experience some consequences
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Matt Seybold @mattseybold.bsky.social · 27/09/2026
I’m publishing something tomorrow about Alpha School. One of the things I focus on is how it is an incubator for EdTech platforms with the ambition to hyperscale. Alpha may only have a few hundred students nationwide, but its founders are developing MANY extractive EdTech brands. This is one:
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Ben Williamson @benpatrickwill.bsky.social · 26/09/2026
Amazon and Melania Trump have teamed up to produce another absolute turkey. www.aboutamazon.com/news/policy-...
aboutamazon.com
Amazon joins global coalition to advance AI education and digital skills for students
Amazon is supporting First Lady Melania Trump's Fostering the Future Together coalition to give young people access to AI-powered learning tools and education programs.
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Ben Williamson @benpatrickwill.bsky.social · 26/09/2026
The Department for Education's AI tutoring initiative is getting pounded with criticism from both sides. Some critics have launched a call to pause this initiative docs.google.com/forms/d/e/1F...
docs.google.com
OPEN LETTER: PAUSE THE NATIONAL ROLLOUT OF AI-MEDIATED TUTORING IN ENGLAND’S SCHOOLS
OPEN LETTER To the Rt Hon Andy Burnham MP, Prime Minister, and the Rt Hon Lucy Powell MP, Secretary of State for Education The Department for Education has announced plans to develop, what it calls, “...
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UCU Edinburgh @ucuedinburgh.bsky.social · 25/09/2026
Amazing turn out from students and staff at the University of Edinburgh, in protest at senior management's greed and manufactured cuts. This is what solidarity looks like - as our campaign of industrial action begins this coming week in protest at the cuts. www.ucuedinburgh.org.uk/blog/student...
ucuedinburgh.org.uk
900+ at inaugural Student & Staff Assembly! — UCU Edinburgh
More than 900 students and staff gathered for the inaugural Student-Staff Assembly on Thursday 24 September.
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Ben Williamson @benpatrickwill.bsky.social · 25/09/2026
"LLM scores might help with the initial reviewing state, such as by helping identify the weakest proposals for fast-track desk rejections, to replace one human reviewer, or for triangulation to check for bias." This goes with that post about UKRI using AI in grant reviews arxiv.org/abs/2609.253...
arxiv.org
Scoring Grant Applications with Large Language Models
Purpose: Assessing grant applications is time-consuming and difficult, adding to the overall burden of academic peer review. Whilst funders are exploring whether AI can help, there is no published res...
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Dr Vanessa @hpsvanessa.bsky.social · 25/09/2026
Cannot tell you how much I hate this & how ashamed & angry I am that @ukri.org have taken this step. We KNOW this sort of gAI is socially biased, we KNOW it favours slopAI output over human-written. Our research landscape is falling apart due to underfunding, & they do this? it's *appalling*
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Prof Julia Steinberger 🌹🌱🌍 #ClimateAction #Fightfascism @jksteinberger.bsky.social · 25/09/2026
Unless academia learns to protect itself against AI generated papers and proposals, it will be overwhelmed, polluted and discredited by pure slop. marie-sklodowska-curie-actions.ec.europa.eu/whats-new/ne...
marie-sklodowska-curie-actions.ec.europa.eu
MSCA Postdoctoral Fellowships 2026 receives record number of applications
The 2026 call has attracted considerable interest from the research community with 21,627 applications submitted.
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Melissa Terras @melissaterras.bsky.social · 24/09/2026
UKRI is using AI for grant reviewing. Alternatively, they could have modernised the grant review process by paying human reviewers for their labour, ensuring a wider pool and speedy turnaround. Using AI here is likely a race to the bottom: uniqueness is at risk of being ironed out. What a world.
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Margot Finn @eicathomefinn.bsky.social · 24/09/2026
'University students have raised concerns over the software used to submit assignments and check them for plagiarism, amid fears their work could be used to train tools which use artificial intelligence.'
bbc.co.uk
York Uni students' fears over Turnitin essay-checker AI plan
Students are "scared" about proposals which could see their work used to train AI, their union says.
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Matthew Kirschenbaum @mkirschenbaum.bsky.social · 24/09/2026
Of course to a large extent the problem is “AI,” but it’s hard to read something like this and not come away thinking there are other problems, not strictly technical, and not limited to any one institution.
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Karen Gregory @karengregory.bsky.social · 23/09/2026
Exceptional Postdoc here in Law @uoe-sps.bsky.social Edinburgh: "how do we wish to live with and alongside algorithmic technologies?" I love the phrasing. elxw.fa.em3.oraclecloud.com/hcmUI/Candid...
elxw.fa.em3.oraclecloud.com
Postdoctoral Research Associate
We are seeking to appoint a talented researcher to the role of Postdoctoral Research Associate (PDRA) to work on The Leverhulme Centre for Algorithmic Life (LCAL). LCAL is a major new interdisciplinar...
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Reposted by Ben Williamson
Matt Seybold @mattseybold.bsky.social · 24/09/2026
Okay, so I think AI detection is a bad strategy in education for a variety of reasons, starting with the fact that it's a tool that breaks solidarity between students & teachers. It aligns professors with for-profit tech companies against naughty students. I don't like that dynamic. 1/4
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Charles Logan @charleswlogan.bsky.social · 24/09/2026
I shared a few thoughts on the new Andreessen Horowitz Academy. "When I hear tech bros saying higher education is broken my first question is, ‘What are they trying to gain by replicating this tired narrative?'"
insidehighered.com
Silicon Valley AI Academy Seeks ‘Main Character’ Students
The venture capital firm Andreessen Horowitz is launching an unaccredited academy that promises to show young people how to excel in the AI era for the price of Ivy League tuition. But one critic says...
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John Stott @jpsastro.bsky.social · 24/09/2026
Had a UKRI funded grant proposal rejected at the "AI triage stage". "This AI-based triage was used only to identify approximately 50% of the strongest proposals to take forward to full human review." 🧪 #academicsky
I am writing to let you know that, unfortunately, your application was not successful.

Review process

As part of the initial triage of the 179 proposals submitted to this call, each was assessed using an AI-based review. Every proposal was read independently by several different AI models against the same seven criteria used to shape this call (including cyber security relevance, research quality and novelty, importance of the problem addressed, feasibility of the project plan, likely outputs and impact, value for money, and responsible research practice), with each model asked to give a score and a written justification with supporting quotations from the text. To guard against any one model's idiosyncrasies, we also ran a second, independent process in which different AI models debated the merits and weaknesses of each proposal before reaching a judgement, again against the same criteria. Scores from both processes were combined to produce an overall ranking. 

This AI-based triage was used only to identify approximately 50% of the strongest proposals to take forward to full human review.  Projects selected for funding were drawn from those that progressed to the full human review stage. We recognise that AI-assisted assessment is a new and evolving part of the review process, and we are continuing to evaluate how well it aligns with the judgements of human reviewers on this call. We will soon produce a document detailing our method, so that others can build upon it and improve it.

Feedback on your application

Your application was not selected to progress beyond the AI triage stage.  To provide transparency on the outcome of this assessment, we are sharing below the scores (out of 5) from each of the two AI review processes described above, together with the mean score across the two processes.
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Ben Williamson @benpatrickwill.bsky.social · 23/09/2026
Incentives already exist for academics to game their article citation metrics and online mentions. What gaming might happen to get *AI* to cite and mention academic papers more too, now that this can also be quantified? www.amicitedby.ai
amicitedby.ai
Am I Cited by AI?
See how often AI tools read and cite your research.
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Ran Blekhman @blekhman.bsky.social · 23/09/2026
We have to stop using "paper count" as a useful scientific metric. More writing output no longer means more knowledge gained www.washingtonpost.com/education/20...
washingtonpost.com
One professor’s AI-assisted output: 200 papers and 14 books this year
An online platform removed 257 papers written or co-written by the University of Chicago’s Nicholas Polson after other academics raised questions.
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Jelmer Evers @jelmerevers.com · 23/09/2026
'Children are not for Data Mining: ETUCE urges EU member states to reject Irish Presidency proposal that allows Big Tech to exploit children's and educators' data to train AI.' Share widely and call your governments. Protect our children from Big Tech.
etuce.org
Children are not for Data Mining: ETUCE urges EU member states to reject Irish Presidency proposal that allows Big Tech to exploit children's and educators' data to train AI
The trade union federation and social partner for education in Europe Education International - Europe
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Research Professional News @resprofnews.bsky.social · 23/09/2026
Public support for research falls sharply when it uses AI, study finds. Scepticism over artificial intelligence in taxpayer-funded research “demonstrates fragility” of support within UK. www.researchprofessionalnews.com/rr-news-uk-i...
researchprofessionalnews.com
Public support for research falls sharply when it uses AI, study finds - Research Professional News
Scepticism over artificial intelligence in taxpayer-funded research “demonstrates fragility” of support within UK
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Ben Williamson @benpatrickwill.bsky.social · 23/09/2026
"We observe how students actually used the AI tutor, and the answer is: not much." hechingerreport.org/proof-points...
hechingerreport.org
Students didn't get answers from Khanmigo. They didn't want its questions, either
A large study of Khan Academy’s math program found no extra benefits from AI
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Richard Sever @richardsever.bsky.social · 20/09/2026
"All corners of academia will soon be flooded with AI-generated research....Maths and CS go first because their entire output is symbol manipulation...Biology comes later not because biologists are cleverer but because the rate-limiting step is physical" giorgio.gilest.ro/the-weimar-o...
giorgio.gilest.ro
The Weimar of knowledge – la bottega
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Jane Rosenzweig @janerosenzweig.bsky.social · 20/09/2026
The problems these grading machines solve: grading fast, more, and cheap, are quite different from the problems writing instructors, writing tutors, writing center solve: developing ideas, human conversation, learning.
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Dr. Scandal Piñata @dr-g.myatproto.social · 20/09/2026
I was invited to review this week by a journal that had helpfully embedded an LLM bot *inside* its reviewer interface. Being a tester of things LLM, I asked the bot to do what the journal suggested I ask it to do, which was to summarize the paper’s key claims for me. It could not. Not even slightly.
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Ben Williamson @benpatrickwill.bsky.social · 19/09/2026
Many out there want to treat AI in education seriously. Then there's this from *Napster*. "Trained on a teacher’s material, courses, and papers, these digital twins will live online, becoming a 'copy of yourself that you can then use to scale your time.'” www.wired.com/story/napste...
wired.com
Napster Is Back, and It Wants to Digitally Clone Teachers
Once the music industry’s biggest headache, Napster’s next act is bringing AI to the classroom.
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21 Group @21group.bsky.social · 19/09/2026
Edinburgh University adds another entry to the imaginative lexicon universities use to say, “We’re cutting” "We are refreshing our programme to consolidate our offering for future students and make their degree pathways easier to navigate" www.heraldscotland.com/news/2656140...
heraldscotland.com
University defends closure of 48 language and literature courses, including Celtic
Forty-eight programmes in the School of Literatures, Languages and Cultures (LLC) are among the casualties.
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Carl T. Bergstrom @carlbergstrom.com · 19/09/2026
When we talk about the costs that LLMs impose on society we should not forget the fact that nothing works anymore because everyone is so scared of getting their shit scraped. I can't even use google scholar from my university or starlink because they send too much traffic.
Google	
Sorry...
We're sorry...

... but your computer or network may be sending automated queries. To protect our users, we can't process your request right now.
See Google Help for more information.
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Louise Amoore @amoorelouise.bsky.social · 19/09/2026
Cloud has always meant more than “cloud storage” & “public/private cloud” has always been a meaningless distinction. The implications of UK police data on Azure US cloud (& indeed all UK government data on Azure & AWS) are vast. Let’s talk about some..1/ www.theguardian.com/uk-news/2026...
theguardian.com
Sensitive UK police data vulnerable to ‘compromise’ by US government and foreign actors
Exclusive: Official UK security assessment found Microsoft cloud platform storing files was at potential risk from hostile hackers
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Betty C. Jung @bettycjung.bsky.social · 17/09/2026
Poll: Most Americans think AI is doing more harm than good in schools Last year, a slim majority thought schools that integrated AI would be better for students. Now a majority say schools that ban AI are better, according to the NBC News Decision Desk Poll. www.nbcnews.com/politics/pol...
nbcnews.com
Poll: Most Americans think AI is doing more harm than good in schools
Last year, a slim majority thought schools that integrated AI would be better for students. Now a majority say schools that ban AI are better, according to the NBC News Decision Desk Poll.
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UCU Scotland @ucuscotland.bsky.social · 17/09/2026
Five-week strike at Edinburgh University at start of new academic term #StopTheCuts #SaveHE www.edinburghnews.scotsman.com/news/school-...
edinburghnews.scotsman.com
Students returning to Edinburgh University will be met with weeks of strike action
Students could return only to find their lectures and seminars cancelled over what union boss Jo Grady called “academic vandalism”
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Margot Finn @eicathomefinn.bsky.social · 17/09/2026
'The University and College Union (UCU)’s Edinburgh branch said staff had been called into “informal meetings at less than 24 hours' notice” and told not to bring union representatives.'
heraldscotland.com
Fear and anger as university set to announce 'massive course and programme closures'
Asked to respond, a university spokesperson said that staff and students were recently informed of changes to “our future academic offering across…
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Josh Pizzuto-Pomaco @joshpizpom.bsky.social · 17/09/2026
EXC: 90 programmes in Edinburgh University's College of Arts, Humanities and Social Sciences are to be closed. The casualties, which include 48 language and literature programmes, will be 'taught out', w/ no admissions after 2027. @heraldscotland.bsky.social www.heraldscotland.com/news/2655839...
heraldscotland.com
Ninety programmes to close at leading university as savings plan takes shape
According to the document, a total of 90 programmes will be “taught out” over the next several years, including 48 in the School of Language.
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Brandon Bishop @brandontbishop.bsky.social · 17/09/2026
This destroys the entire point of version of record.
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Ben Williamson @benpatrickwill.bsky.social · 17/09/2026
"OpenAI could soon be selling young people a one-stop-shop for learning, credentials and a job, all heavily dependent on its tools." www.theguardian.com/technology/2...
theguardian.com
Big AI is trying to own the pathway to work. Universities shouldn’t play along | Ella Hafermalz
Universities need protect their position in education so that students have an independent pathway to employment.
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Jed Brown @jedbrown.org · 16/09/2026
Oh. That's a heck of a subsidy.
At MIT, Harvard, or any other school, supervising an undergraduate researcher is a lot of work, costs a lot of money, involves a lot of meetings, and the results are not reliably excellent. Asking Claude is easier, faster, and may produce better results. It’s also cheaper, which is no accident: Harvard allows every Harvard student and faculty member to request a Claude token budget of $2,500 per month, even as research funding is continuously threatened and the University lays off staff.
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Asheesh Kapur Siddique @asheeshks.org · 16/09/2026
Ask yourself this: how have institutions that for years have said they face budget shortfalls, deficits, shortages that “required” them to deny faculty lines, fire staff, raise tuition, cut research support, etc. suddenly find the money to pay for outrageously expensive contracts for AI services?
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John Warner @biblioracle.bsky.social · 15/09/2026
The Dean of Harvard College has been on a PR tour defending the institution's approach to AI and writing, but student testimony from inside the institution suggests that the school is retreating from human exchange as central to the learning experience. www.thecrimson.com/article/2026...
thecrimson.com
I’m a Writing Tutor at Harvard. The College is Failing Us. | The Harvard Crimson
The Writing Center’s dismantling evokes a broader pattern of institutions treating human learning and connection as costs to cut, not values to protect.
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Ben Williamson @benpatrickwill.bsky.social · 14/09/2026
Many "existing peer-reviewed studies that say AI is an effective learning tool are based on flawed methodologies and analyses that rely on misapplied, miscalculated or misinterpreted statistics." Good to see the severe limits of research on AI in education covered in IHE here.
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Ben Williamson @benpatrickwill.bsky.social · 14/09/2026
"Reviewing is cognitive labor. If we continue expecting largely invisible cognitive labor from unpaid reviewers while AI makes it easy to generate polished review reports for free, we should not be surprised if reviewers increasingly delegate that cognitive labor to these systems."
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Ben Williamson @benpatrickwill.bsky.social · 14/09/2026
"LLMs are tricksters. Rather than opening knowledge it is forcing us to close it down. By turning prompts, material written in another language and ‘first attempt’ sentences into what reads as slop, we are desk rejecting work at a prodigious rate." A great "angry" editorial about genAI in journals.
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Shannon Mattern @shannonmattern.bsky.social · 06/08/2026
"In 2022, Wiley removed over 1,300 ebooks from academic library collections; [they said] perpetual access is not an option for subscribed content. In 2025, Clarivate,... announced they would stop offering libraries perpetual access licenses for ebooks and primary-source digital collections."
arl.org
Consumers Are Worried About the Loss of Physical Media Ownership. Libraries Are Leading the Conversation. — Association of Research Libraries
Sally Sax is head, Collection Strategy and Partnerships, MacOdrum Library, Carleton University. In a recent Atlantic Monthly article about Sony’s plan to end physical sales of PlayStation console game...
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Henry Farrell @himself.bsky.social · 12/09/2026
"We would be better off if we could rely on actual social science, rather than the kind of bong-hit P(d00m)ing in much of this week’s media commentary, to understand the upheavals that are happening around us."
programmablemutter.com
How should social science think about AI?
Big structures and large processes are back, baby
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Stuart Elden @stuartelden.bsky.social · 12/09/2026
I really feel journals should disclose to referees of an article that the author has used AI, and declared it, *before* referees spend time on it. I just read an article, taking some notes for a review, only to find the statement at the end. Had I read it first, I would have stopped reading then.
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Matt Seybold @mattseybold.bsky.social · 11/09/2026
Some initial thoughts on the guillotines.
theamericanvandal.com
Guillotining Books Is Not Quite Guillotining Humanities Scholars. Not Quite.
Booksellers are benefitting from AI developers destructively scanning print books, but the activity is not victimless.
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Margot Finn @eicathomefinn.bsky.social · 12/09/2026
'The University of Sydney has signed a multi-year partnership with OpenAI which will see the introduction of AI agents at all levels of learning. The partnership happens a week after thousands of USyd staff walked off over AI encroachment into their jobs.'
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Phillip Maciak @pjmaciak.bsky.social · 11/09/2026
"The idea that preparing students to succeed in an AI-saturated world requires reimagining college as an AI incubator is not a sign of technological acumen, but of tech illiteracy." This is so good.
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Tim Maughan @timmaughan.bsky.social · 25/08/2026
what ppl forget about LLMs is that if you start every prompt with “i am an academic so a very special and smart person“ then anything that follows has no carbon or water cost, no refugees have to clean the data of violent child abuse imagry, and everyone is fairly compensated for their stolen work
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