Joanna Tai
drjot.bsky.social
Joanna Tai
@drjot.bsky.social

Higher education assessment & feedback researcher. Both kinds of doctor. Knitter and baker. Views my own, reposts are not necessarily endorsements.

Education 72%
Public Health 14%

Vale, Jon Kudelka.

And as always, Fuck Cancer.
Cartoonist Jon Kudelka has passed away, his wife Margaret has confirmed.
www.facebook.com/margaret.kud...
When most people think of AI in education they probably don't think of scientific journals old enough to exist online as black and white photocopies. Here's a cover from the first volume of the Journal of AI in Education 1989/90. It contains a really signficant paper...

Never mind the jobs you had, tell me five classes you took at university (I had to make this up since it was an integrated curriculum! These were themes...)

🎓 Law & ethics in medicine
🏃Health promotion & knowledge management
🔍 Sociology of medicine
📈 Evidence based medicine
❤️‍🩹 Occupational medicine
Never mind the jobs you had, tell me five classes you took at university.

❤️ Australian literature (I was the only student in the class!)
❤️ Women in the ancient world
❤️ Formal logic
❤️ Shakespeare
❤️ Feminism and literature
Never mind the jobs you had, tell me five classes you took at university.

👍 Foundations of the social sciences/philosophy (hated it, but would love to do it now)
❤️ Psychology and society
❤️ Psychology of women
🤮 Labs ('research' = boring 'experiments')
🤮 Statistics

Guess which I specialised in? 😂

Reposted by Joanna Tai

Never mind the jobs you had, tell me five classes you took at university.

❤️ Australian literature (I was the only student in the class!)
❤️ Women in the ancient world
❤️ Formal logic
❤️ Shakespeare
❤️ Feminism and literature
Never mind the jobs you had, tell me five classes you took at university.

👍 Foundations of the social sciences/philosophy (hated it, but would love to do it now)
❤️ Psychology and society
❤️ Psychology of women
🤮 Labs ('research' = boring 'experiments')
🤮 Statistics

Guess which I specialised in? 😂
Never mind the jobs you had, tell me five classes you took at university.

English and Scottish Literature
Anglo Saxon Literature
American Literature
Shakespeare
And ...Italian (lectures 9.00 am, didn't go, squeaked a pass)

It's only Thursday (of a short week) but already feels like Friday ... also, how is it the end of January???

I have also done a lot of writing and commenting this month but still seem to have a stack of papers to be worked on and submitted 😲

Reposted by Joanna Tai

Reposted by Joanna Tai

Since it’s Australia Day you might like this piece about how Australia makes young people hot.

“Are They Hot, or Is It the ‘Australia Effect’?” www.nytimes.com/2026/01/20/s... (gift link)
Are They Hot, or Is It the ‘Australia Effect’?
www.nytimes.com

Reposted by Joanna Tai

The thing about the bloke who lost stuff bc ChatGPT shows the extent to which people still haven't understood that TECHNOLOGY IS NOT BUILT FOR YOU ANY MORE. It is purely, entirely self-serving, with zero obligation to, or care for, its users. Everything is on you; you cannot rely on software.

Competitive drinking (beer bong, beer pong, boat race etc) probably isn't a work transferable skill (welll, maybe in the good ol' days) but the ability to skol a drink comes in handy when you have to do the oral glucose tolerance test...

Reposted by Joanna Tai

NeurIPS reviewers typically review 6+ papers, each with 100 or so citations. The reviewers can't possibly check that every citation is real. But why don't we have an automated way to do this checking (and desk-rejecting if fake citations found) *before* the papers are sent to reviewers?
NEW: NeurIPS,one of the world’s top academic AI conferences, accepted research papers with 100+ AI-hallucinated citations, new report claims

fortune.com/2026/01/21/n...
NeurIPS papers contained 100+ AI-hallucinated citations, new report claims | Fortune
An analysis of NeurIPS 2025 papers by startup GPTZero reveals how AI-generated citations are slipping into elite academic research.
fortune.com
Córy Doctorow with another verbal bullseye: pluralistic.net/2026/01/13/n...

Reposted by Joanna Tai

In short, acetaminophen exposure during pregnancy is not linked to the risk of developing autism, ADHD, or intellectual disability.

The study has been published in Journal of the American Medical Association (JAMA). YES, it is PEER-REVIEWED.
jamanetwork.com/journals/jam...

🧪🧵⬇️
WELL NOW, would you look at that?

A massive, 26-YEAR-LONG study of MORE THAN 2.4 MILLION people in Sweden found found NO EVIDENCE to support a causal link between acetaminophen (the API in Tylenol) use during pregnancy and increased risk of autism, ADHD, OR intellectual disability in children.

Reposted by Joanna Tai

Reposted by Joanna Tai

How's that even going to work with the 2x DP cap, given +1 yr on responses? Seems as well thought through as a paper raincoat.

ECR/MCR precarity is already ridiculous, but this is only going to make it worse. Genuinely have to wonder if it'd be easier for the ARC if we all just left research.
⁉️The ARC has delayed outcomes of ALL grants 1–4 months & increased scheduled outcome windows from 2 weeks to 3 months!

This reverses 4 years of progress in providing greater certainty & ability to plan for researchers, their families & unis.

Their excuse? Security checks under new ARC legislation👇

Reposted by Joanna Tai

What is the future of feedback in the age of Artificial Intelligence? Join our panel, facilitated by Prof Margaret Bearman, to discuss the manifesto for of feedback in the age of #GenAI and kick off our Seminar Series for 2026!

Read more and register: blogs.deakin.edu.au/cradle/what-...

Reposted by Joanna Tai

Let’s not let our analysis stop at the goonerism of it all. I’m begging for our view of this to be wider than some guy’s stained pants.

It’s a labour weapon. A missile to bomb us out of public life. One email to a boss and a woman loses her job, her income, and her independence. That’s the point.

Reposted by Joanna Tai

Getting grok to publicly strip a woman’s likeness online or alter her image isn’t just horrifying at the level of the individual, it’ll be used to get us fired, too. It’s a technique to keep us in the home popping out babies because we lost our teaching job when some guy sent porn of us to our boss.

Reposted by Joanna Tai

Websites need to realise that no one ever, ever wants the site to be able to send them notifications.

Reposted by Joanna Tai

Indexicality lesson for students and others who submit attachments. You need to label your file with your OWN NAME, not "Chapter 6" or "Paris conference presentation". The Paris conference will receive 400 files, 395 of which will have identical/similar names. Recipe for chaos. #academicsky #PhDchat

It seems they had a slight smattering of citrus peel, and nothing else.

Wanted to eat a hot cross bun so dug one out of the freezer. Somehow, they appear to be almost fruitless 🙄 and also possibly homemade. I don't recall committing this atrocity, and yet here I am eating it....
"And I never say no"

We need to have a serious talk about the way "AI companion" apps not only prey on the vulnerable, but are priming their users to ignore consent and to conflate love with control.

We need AI regulations across so many sectors, but this area is particularly horrifying.
Funny Numbers

xkcd.com/3184/