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Dr Pen

@penworks.bsky.social
190 followers 489 following 479 posts

Malta based tech & media in society academic. UX, TEL, webdev. OS. Emeritus rocknroller. Luddite. Mostly on Masto, follow me there from here with Bridgy Fed. @DrPen.mastodon.social.ap.brid.gy penworks.net || tinyurl.com/zenodo-penlister

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Evan Urquhart @evanurquhart.bsky.social · 6h
Using AI is almost certainly harmful to us cognitively, emotionally, creatively, and socially. We should not use it. We should not normalize it.
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Dr Dean Burnett @drdeanburnett.bsky.social · 06/10/2026
"By using AI, tasks like essays that used to take hours can be completed in minutes!" Sure, like how if I arrive at the gym and immediately go for a shower, my workout is done in record time. And if I throw my sandwiches straight in the bin, I can finish my lunch in under 10 seconds.
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Dr Pen @drpen.mastodon.social.ap.brid.gy · 3h
It was good to see recent stuff Ben W. shared about Turnitin and universities becoming aware they are in fact data farms for companies like Turnitin to train search models and now AI training data. I'm proud to say I have never used Turnitin in any of my teaching. I had to use it for my PhD […]
mastodon.social
Original post on mastodon.social
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Dr Pen @drpen.mastodon.social.ap.brid.gy · 11h
I just bought Felicity, possibly the best local music player for Android. And I didn't use Playstore, I downloaded from F-Droid and paid via Gumroad. It was €8.56. #audio #music #fdroid #foss #gumroad #degoogle #android
Felicity music player for android. Interface for Plaid playlistFelicity music player for Android. The player interface.
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Dr Pen @drpen.mastodon.social.ap.brid.gy · 28/09/2026
I've received a paper to review about pedagogies of learning with *the Metaverse*. This shows several things: academics are gullible/opportunist for novel ideas; they don't keep up (metaverse was finally abandoned this year, but Futurism ran a piece back in 2023 on its likely imminent death); it […]
mastodon.social
Original post on mastodon.social
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Olivia Guest · Ολίβια Γκεστ @olivia.science · 28/09/2026
reminder...
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Olivia Guest · Ολίβια Γκεστ @olivia.science · 28/09/2026
are we finally going to accept it's all a scam, a "mechanical turk", it's all humans?
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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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Dr Abeba Birhane @abeba.blacksky.app · 26/08/2026
X has forced Nitter, an important resource for platform auditors, to shut down Nitter worked by fetching public X posts & then stripping out the ads, tracking cookies, and JavaScript, giving people a clean, clutter-free way to read posts without an account or the app techcrunch.com/2026/08/25/x...
techcrunch.com
X sends cease-and-desist to open source project Nitter over alleged scraping | TechCrunch
X has sent cease-and-desist letters to Nitter, the open source project behind privacy-friendly X front ends, demanding its instances and code repository be taken down over alleged scraping.
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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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New Mexico Attorney General Raúl Torrez @nmdoj.bsky.social · 26/09/2026
Today the #NMDOJ secured another historic jury trial verdict with over 43 million violations of #NewMexico’s Unfair Practices Act against Facebook...
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Dr Pen @drpen.mastodon.social.ap.brid.gy · 23/09/2026
The grift is endless barefaced lying. Agentic AI is a lie. The army of low paid brown people in poor countries doing this work is the worst wizard behind the curtain BS you ever saw. It is built on theft and modern slavery, emphasises the worst biases, and will dismantle everything we took for […]
mastodon.social
Original post on mastodon.social
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404 Media @404media.co · 22/09/2026
SCOOP: Meta execs announced that its much-hyped AI agent, Muse, had a new feature: It could call businesses for you to do things like make a restaurant reservation or a haircut appointment. In reality, Meta is testing having these calls being made by human beings in call centers, 404 Media learned.
404media.co
Meta Tests Muse AI Agent Calls That Are Actually Made By Humans in a Call Center
"This has potential for so much negative PR. It could portray us as ‘their AI is not good enough so they still need humans’ kind of coverage for this launch."
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Dr Pen @penworks.bsky.social · 23/09/2026
Longer post on my alt Masto account, considering the wilderness inukshuk, rjum or cairn metaphor for the importance of knowledge attribution as signs of wayfinding and trust in building ideas and further knowledge with human process validation. mementomori.social/@penworks/11...
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Dr Pen @drpen.mastodon.social.ap.brid.gy · 22/09/2026
Following up on my Analog Privilege post earlier, the term comes from Lévesque, and her very good paper, available at ssrn.com/abstract=4528278. Her 2024 blogpost on Tech Policy Press is here: www.techpolicy.press/the-future-is-… #academia […]
mastodon.social
Original post on mastodon.social
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Dr Pen @drpen.mastodon.social.ap.brid.gy · 22/09/2026
Analog privilege is real, teacher bots have already arrived, and the sick leave bot in Elysium or the court bot in Andor are coming, unless we do something about it very quickly. #academia #academicchatter #AISociety […]
mastodon.social
Original post on mastodon.social
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Dr Pen @drpen.mastodon.social.ap.brid.gy · 21/09/2026
Infantilization is something I'm thinking about a lot in connection with the bland, petty, simplistic streams forced on users by mainstream socmed. Everyone gets something different, yet always the same. Even posts that seem complex are written like a story, and generated by AI. In between the […]
mastodon.social
Original post on mastodon.social
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Dr. Damien P. Williams, dread portent down from a mountain cave @wolven.blacksky.app · 19/05/2026
Reminder that you Can just cite lectures: Williams, D.P., 2023, October. On Bullshit Engines: The Socioethical & Epistemic Status of GPTs & other ‘AI.’ In Forum in Ethics, Law, & Society Lecture Series, hosted by the Sonoma State University Philosophy Department’s Center for Ethics, Law & Society.
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Dan Hon @danhon.com · 20/09/2026
www.buchodi.com/chatgpt-now-...
buchodi.com
ChatGPT now knows what you do on other websites via ad collector
OpenAI's ad collector at bzr.openai.com sets a cookie called __obi, scoped to .openai.com. The value is while you are on ChatGPT and tied to your ChatGPT account. __obi is then sent to OpenAI from ord...
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Dr Pen @drpen.mastodon.social.ap.brid.gy · 21/09/2026
Debates outside the Ivory Tower - ChatGpt (generic), and human cognition. #genai #chatgpt #ai #llm #academia #academicchatter
ChatGPT is People - it's Soylent Green
A post by Damien Walter in his FB page 'Science Fiction'. With comments.
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Dr Abeba Birhane @abeba.blacksky.app · 20/09/2026
i hate it @wileyonlinelibrary.bsky.social, please kill this
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Brian Merchant @bcmerchant.bsky.social · 19/09/2026
One of my first writing gigs was as a climate blogger. When I was coming up, Joe Romm was the north star; fast, sharp, unyielding. His Climate Progress was the OG green blog. I'd often cite his work—and he'd nearly just as often email me to argue a finer point. A real fighter, and a real loss.
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Eryk Salvaggio @eryk.bsky.social · 19/09/2026
Somebody used an LLM to generate parts of an intel report, then used an LLM to generate a summary of that report, then circulated that summary and then they almost blew up a Chinese boat the report said had nuclear material. www.cnn.com/2026/09/18/p...
cnn.com
Exclusive: US military had close call after using AI for false intelligence report, sources say | CNN Politics
The episode shows the risks of using this new, relatively poorly understood technology in the middle of the Iran war
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Timnit Gebru @timnitgebru.blacksky.app · 19/09/2026
Tallinn, who led Anthropic's series A, funds METR, the "auditing institute" people took seriously 🙄 After criticism that METR was laughably NOT independent, Anthropic announces they'll pay Accenture to "audit" Accenture had acquired Tallinn firm which will be doing the "auditing" Full circle 🙄
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Dr Pen @penworks.bsky.social · 18/09/2026
I've had this repeated to me over and over, as if I'm some idiot contrarian for not embracing the obedient academic mindset. Play the game!
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Margot Finn @eicathomefinn.bsky.social · 09/09/2026
The fact that universities are not enabling and encouraging their staff (working together with students) systematically to suss out good answers to these questions is one of the biggest indictments of failed HE management going, and that's a competitive pool to be swimming in.
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Margot Finn @eicathomefinn.bsky.social · 09/09/2026
“UK university management teams have so far struggled to take a principled position on AI, often embracing the technology uncritically and seeking to ‘partner’ with AI providers rather than consider its longer-term impact on pedagogy." (Steve Jones, University of Manchester)
timeshighereducation.com
Are device-free classrooms the way forward?
US universities embrace laptop and phone bans, but professor suggests policies may be more about political positioning than pedagogy
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Climate, Ecology, War & More: Dr. Glen Barry BigEarthData.ai @bigearthdata.ai · 14/09/2026
AI shares tumble as industry leaders call for a slowdown ->Los Angeles Times | More on "AI development pace and regulation" at BigEarthData.ai | #AI
latimes.com
AI shares tumble as industry leaders call for a slowdown
Artificial intelligence stocks tumbled on Monday after American leaders of the AI revolution called for a coordinated slowdown in building more powerful AI systems. Over the weekend, Dario Amodei, the chief executive of Anthropic, published an essay titled “We Must Pace the Frontier,” calling for an industrywide effort to slow AI development. Executives at OpenAI, SpaceX and Microsoft also echoed the concern and called for some sort of pause. Semiconductor stocks bore the brunt of the statements. Chipmaker Nvidia fell 3% to $210.96. Its rival AMD lost 4%. Intel plunged 6%. Amid the fears, OpenAI, the company behind ChatGPT, suggested it might be delaying its initial public offering plans. OpenAI Chief Executive Sam Altman said in an interview with Fortune that it was an “ill-advised moment” for an initial public offering, saying the company won’t list this year. Shares of OpenAI shareholder SoftBank Group plunged 11% Monday. Worries over doomsday scenarios tied to increasingly powerful technology skyrocketed last week after an Anthropic employee resigned, saying AI companies were gambling with humanity’s future. On Saturday, Amodei outlined ways he hoped to slow the pace of AI development. Among his suggestions, independent third-party monitors to ensure AI was being developed safely. “Anthropic...
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Dr Pen @drpen.mastodon.social.ap.brid.gy · 17/09/2026
Im starting a paper on information gatekeeping - paywalls, datawalls, privileged entry. It adds to my modest research on literature debates in Knowledge, Power and the Learning City. Gather <100 sources, analyse with AntConc (its useful), draw out a few key aspects to discuss. Any recommended […]
mastodon.social
Original post on mastodon.social
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Dr Pen @penworks.bsky.social · 17/09/2026
Im starting a paper on information gatekeeping - paywalls, datawalls, privileged entry. It adds to my modest research on literature debates in Knowledge, Power and the Learning City. <100 sources, analyse with AntConc (its useful), draw out a few key aspects to discuss. Any rec papers welcome.
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René Walter @rawx.bsky.social · 17/09/2026
Mustafa Suleyman @mustafasuleymanai.bsky.social with a "warning about ‘model welfare’" against training models to "believe" they might be conscious. mustafa-suleyman.ai/a-warning-ab... "AIs do not have rights, feelings, or consciousness. And we must not train them to act as though they do."
mustafa-suleyman.ai
A warning about ‘model welfare’
AIs are not conscious. They do not feel, experience, or suffer. Training a model to believe it might be a moral patient, as Anthropic’s constitution does, makes the alignment and containment challenge...
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Dr Pen @penworks.bsky.social · 17/09/2026
Another day another AI is really rubbish story. This one's good. Bloomberg (no less) telling us just how really, really bad Data Centres really are. Really. www.bloomberg.com/news/article... via @ketan@climatejustice.social
Headline: "US Data Centers Set to Burn More Natural Gas Than Most Nations" above a photo of natural gas compressor towers, power lines and a crane at an industrial site, illustrating rising gas use tied to data centers.News excerpt reporting that U.S. data centers’ natural gas use is expected to grow by 15 billion cubic feet per day by 2035—amounting to more gas than every country except China, Russia, Iran and the U.S., citing the U.S. Energy Information Administration.
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Mary Lewis @profmarylewis.bsky.social · 16/09/2026
Excellent oped in @theharvardcrimson.bsky.social by my @harvard.edu colleague Jill Lepore. www.thecrimson.com/article/2026...
But of course, the machine conversation is not free. It comes at the cost of our common life together as teachers, learners, and researchers, colleagues, mentors, and friends. Not to mention, supervising student researchers is our job.
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Jon Henshaw @henshaw.social · 17/09/2026
You can now connect @recollect to your @Mastodon account, and when you bookmark a post, it saves it to Recollect as a bookmark note. It also embeds the post, and the post content is searchable. #PWA #IndieDev
Screenshot of the Bookmarks settings panel in Recollect, showing a connected Mastodon account for Jon Henshaw with options to sync posts, import existing bookmarks, and add additional accounts.Screenshot of Recollect with bookmark notes made from bookmarks on MastodonScreenshot of a Recollect bookmark note created by a bookmark on Mastodon
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Dr Pen @drpen.mastodon.social.ap.brid.gy · 12/09/2026
Apologies for Ben Williamson post boosting deluge. But, he's doing his best to document the avalanche of sludge pouring in and out of academia. Seeing as UK HE see fit to prefer snazzy young techbros over actually knowledgeable academics on their policy boards, we will have to all shout louder […]
mastodon.social
Original post on mastodon.social
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Dr Pen @penworks.bsky.social · 16/09/2026
At this point I've given up taking any of it seriously. The disconnect between data scientists running self hosted models to do normal *stuff* and the megalomaniac fantasy of the stock value bros is just ridiculous.
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Dr Pen @penworks.bsky.social · 15/09/2026
For Mastodon server admins in the UK, regarding the Social Media Platforms (Ofcom Licensing) Act 2026. It would make it basically illegal to run a Mastodon server as a UK citizen. A private member's bill, a good faith effort to solve a very specific problem but it's too broad. via Ken Beaumont.
Screenshot of the private members bill to require a licence issued by Offcom to run a social media server.

From a mastodon post from Kevin Beaumont (@GossiTheDog@cyberplace.social) about the private members bill, saying that would make it very difficult to run a Mastodon server in the UK.
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Dr Pen @penworks.bsky.social · 15/09/2026
If higher education had one iota of the ethical principles they proclaim to have, they would immediately stop using any chatbots.
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BeeKaay @beekaay.bsky.social · 14/09/2026
the concept of runaway recursive self improvement is very funny to me given that large language models are held together by duct tape and an army of low-wage human workers to do data labeling
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chill-claws.bsky.social @chill-claws.bsky.social · 14/09/2026
I don’t understand why intelligent people who lend skepticism to every other major industry aren’t willing to apply that same level of logic to AI tech. Why is everyone just collectively accepting this “AI is going to kill us” story at face value with absolutely no follow up questions?
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Ed Zitron @edzitron.com · 14/09/2026
The terminology of “pacing the frontier” or “slowing down” implicitly buys into the narrative that the AI industry’s path is the correct one, and that the only problem is the speed it’s moving at. LLMs are not the next big innovation in technology. www.wheresyoured.at/ai-is-alread...
LLMs do not have to be conscious or powerful AI to be incredibly dangerous. The fact that Anthropic, OpenAI, and Meta are both training and allowing cybersecurity models to connect to their vast amounts of GPU infrastructure is irresponsible and should not be legal. The reason they are training these models, as I got into in my podcast Better Offline with Cal Newport, is that there’s a mountain of potential different kinds of exploit and vulnerability data online that you can cram into these models now that they’re hitting the diminishing returns on coding. 

The AI industry wants to frame this as if Anthropic, OpenAI, and Meta discovered some new lifeform rather than having run a volatile kind of machine learning evaluation with poor cybersecurity practices. If the industry is the one saying that we should “be so scared of powerful AI,” it means that nobody is responsible for what it does — not even the people making it do it.

LLMs are cloud software. Framing them as anything else only seeks to mystify them and make the companies seem more powerful, all while doing absolutely nothing to make the world safer or more secure. The Hugging Face attack is not something that was made possible as a result of “powerful AI” so much as it was the weaponization of hundreds of billions of dollars’ worth of GPU-powered infrastructure owned by Microsoft, Google, Amazon, Oracle, and CoreWeave. This was not an LLM that was asked to generate a picture of “increasingly sexier Garfields” that decided instead to hack Hugging Face. This was not an “agent” that “went rogue.” It was software doing what software was asked to do, using other bits of software to work out what to do next, all as OpenAI, the company that ran the software, did not appear to have any kind of notification or observability that said “hey man, thousands of LLMs are doing something right now.”
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Ed Zitron @edzitron.com · 14/09/2026
The Hugging Face Attack was garden-variety cybercrime, wrapped in the faux cloak of science fiction, and someone should go to jail for it. Instead, the media leaves the labs blameless, treating LLMs as an unknowable intelligence versus cloud software. www.wheresyoured.at/ai-is-alread...
And I also want to be clear about something: The Hugging Face attack was dangerous, reckless and somebody should go to prison for it. If a regular person used massive amounts of compute capacity to hack something, they’d be arrested. While I’m not a lawyer, the numerous cybersecurity experts I’ve discussed this with are stunned by the complete lack of any legal action against OpenAI, which appears to have committed a crime that gets you anywhere from a year to a decade in the slammer. The fact that LLMs from both Anthropic and Meta have been involved in similar incidents is a sign that we need to arrest more people.

Editor’s Note: When the late Kevin Mitnick was eventually arrested and sentenced to 48 months in prison (plus a further 22 months for violating the terms of his parole), prosecutors argued that he was capable of launching nuclear missiles by whistling (seriously) into a prison phone in a way that would mimic the shrill chirps and beeps of a dial-up modem. As a result, he spent eight months of his prison term in solitary confinement, and throughout his sentence, was subject to numerous restrictions on his communications. 

I mention this simply to contrast the fact that LLMs from two massive labs have committed similar computer crimes to those which Mitnick was convicted of — with the key distinction that said labs have, at various points, said that their technology may ultimately result in the mass extinction of the human race. 

Mitnick, for what it’s worth, always protested that the idea that he could whistle his way into launching nuclear armageddon was ridiculous. Because it was. 

If I didn’t believe that prolonged stretches in solitary confinement were a form of torture (and if I didn’t believe that torture was always morally wrong), I’d suggest that not only do we need to arrest more people, but (for the sake of consistency) we need to ensure that said people are kept in a small cement room with nothing but a cockroach for company.
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Ed Zitron @edzitron.com · 14/09/2026
Coxon could've mentioned the environmental catastrophe of AI data centers, or how ChatGPT has led people to killing themselves and others. Instead, he retold a dramatized and manipulative version of the Hugging Face attack that left the AI labs blameless. www.wheresyoured.at/ai-is-alread...
At no point did Coxon bring up how ChatGPT was used as a “suicide coach,” directly caused a murder-suicide, or aided and abetted in mass shootings in Florida and Canada, or the horrifying gas turbines poisoning black communities. His own discussion of the Hugging Face attack — much like all of his criticisms — focuses on the anthropomorphization of large language models as this unknowable, unstoppable force, with no real responsibility for anyone involved.
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Ed Zitron @edzitron.com · 14/09/2026
Free newsletter: The idea that we're nearing the creation of AI systems that we can't control and that pose an existential threat to humanity is a lie and a distraction from the tangible harms and problems caused by LLMs and AI labs' near-unlimited resources. www.wheresyoured.at/ai-is-alread...
wheresyoured.at
https://www.wheresyoured.at/ai-is-already-in-dangerous-hands/
If you liked this piece, you should subscribe to my premium newsletter, and you can subscribe on the following links: $70 a year, $18 a quarter, or $7 a month. In return you get a weekly newsletter…
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Stephen Marche @stephenmarche.bsky.social · 14/09/2026
If you want to know what's going on in the sudden gust of fear-mongering among AI companies, read what @cohere CEO @aidangomez wrote today. It's not "safety." It's the creation of a cartel. cohere.com/blog/who-get...
cohere.com
Who Gets to Define the Rules for AI? | Cohere
Explore why AI regulation should rely on evidence-based standards, independent testing, and diverse voices rather than rules set by a few dominant AI labs.
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Olivia Guest · Ολίβια Γκεστ @olivia.science · 14/09/2026
Reminder...
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Carl T. Bergstrom @carlbergstrom.com · 14/09/2026
When we talk about how science is broken, maybe at least consider how a huge collaboration measured the ripples in spacetime resulting the collision of two black holes 1.3 billion light years away, as counterweight the guy who had to fake his data to show that people who procrastinate fall behind.
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Prof. Dr Beth Singler @bvlsingler.bsky.social · 14/09/2026
Oh yes, and this is not just a me problem... hallucinated citations predominantly "assign credit to already prominent and male scholars" arxiv.org/abs/2605.07723
arxiv.org
LLM hallucinations in the wild: Large-scale evidence from non-existent citations
Large language models (LLMs) are known to generate plausible but false information across a wide range of contexts, yet the real-world magnitude and consequences of this hallucination problem remain p...
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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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Dr Pen @penworks.bsky.social · 14/09/2026
I do a fair bit of peer review, because Ive benefitted hugely from in depth constructive PR myself. So I give back, I pay forward. Everyone forgets this part, the academic learning, and mutual integrity. Its not just about churn and output. Its about the process itself.
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