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Joanna Tai

@drjot

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

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29.09.2023
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Latest posts by Joanna Tai @drjot

... Still waiting for the moon to be visible from our house...

03.03.2026 10:51 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

By some miracle, the bus was early and I'm on the 8:54 express train at Box Hill that skips Laburnum for no apparent reason. It's half empty, and early at Box Hill. Wonder when the last time they actually surveyed passenger load was? #melbournetrains

23.02.2026 21:55 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

So, the new metro tunnel frequency is great. Not so great is the inter-peak frequency on Belgrave/Lilydale...15 mins between trains really kills the transfer opportunities.

23.02.2026 03:36 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Cartoonist Jon Kudelka has passed away, his wife Margaret has confirmed.
www.facebook.com/margaret.kud...

09.02.2026 01:40 πŸ‘ 216 πŸ” 67 πŸ’¬ 18 πŸ“Œ 34

Vale.

09.02.2026 03:37 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Vale, Jon Kudelka.

And as always, Fuck Cancer.

09.02.2026 01:55 πŸ‘ 459 πŸ” 142 πŸ’¬ 5 πŸ“Œ 10

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...)

πŸŽ“ Law & ethics in medicine
πŸƒHealth promotion & knowledge management
πŸ” Sociology of medicine
πŸ“ˆ Evidence based medicine
β€οΈβ€πŸ©Ή Occupational medicine

30.01.2026 21:56 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 1

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 😲

29.01.2026 03:40 πŸ‘ 7 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Guess who hates university collegiality? Apparently collegiality is inconsistent with 'modern people management'. So it fucking should be. The university is not there to serve its own HR department.

open.substack.com/pub/hannahfo...

28.01.2026 22:31 πŸ‘ 9 πŸ” 2 πŸ’¬ 1 πŸ“Œ 1
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Are They Hot, or Is It the β€˜Australia Effect’?

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

β€œAre They Hot, or Is It the β€˜Australia Effect’?” www.nytimes.com/2026/01/20/s... (gift link)

26.01.2026 08:48 πŸ‘ 2 πŸ” 1 πŸ’¬ 2 πŸ“Œ 0

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.

23.01.2026 07:53 πŸ‘ 50 πŸ” 14 πŸ’¬ 2 πŸ“Œ 2

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?

21.01.2026 20:49 πŸ‘ 125 πŸ” 24 πŸ’¬ 14 πŸ“Œ 2
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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.

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...

21.01.2026 14:11 πŸ‘ 40 πŸ” 20 πŸ’¬ 0 πŸ“Œ 22

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...

23.01.2026 00:43 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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When two years of academic work vanished with a single click After turning off ChatGPT’s β€˜data consent’ option, Marcel Bucher lost the work behind grant applications, teaching materials and publication drafts. Here’s what happened next.

lmao get wrecked imo www.nature.com/articles/d41...

22.01.2026 22:11 πŸ‘ 45 πŸ” 5 πŸ’¬ 4 πŸ“Œ 3
I'm sorry. As a technology writer, I'm supposed to be telling you that this bet will some day pay off, because one day we will have shoveled so many words into the word-guessing program that it wakes up and learns how to actually do the jobs it is failing spectacularly at today. This is a proposition akin to the idea that if we keep breeding horses to run faster and faster, one of them will give birth to a locomotive. Humans possess intelligence, and machines do not. The difference between a human and a word-guessing program isn't how many words the human knows.

I'm sorry. I know that when we talk about "digital sovereignty," we're obliged to talk about how we can build more data-centres that we can fill up with money-losing chips from American silicon monopolists in the hopes of destroying as many jobs as possible while blowing through our clean energy goals and enshittifying as much of our potable water as possible.

I'm sorry. As a technology writer, I'm supposed to be telling you that this bet will some day pay off, because one day we will have shoveled so many words into the word-guessing program that it wakes up and learns how to actually do the jobs it is failing spectacularly at today. This is a proposition akin to the idea that if we keep breeding horses to run faster and faster, one of them will give birth to a locomotive. Humans possess intelligence, and machines do not. The difference between a human and a word-guessing program isn't how many words the human knows. I'm sorry. I know that when we talk about "digital sovereignty," we're obliged to talk about how we can build more data-centres that we can fill up with money-losing chips from American silicon monopolists in the hopes of destroying as many jobs as possible while blowing through our clean energy goals and enshittifying as much of our potable water as possible.

CΓ³ry Doctorow with another verbal bullseye: pluralistic.net/2026/01/13/n...

18.01.2026 17:29 πŸ‘ 5017 πŸ” 1983 πŸ’¬ 57 πŸ“Œ 135
Black text on white background. Screenshot of ARC’s Network Message regarding delays to grant announcements because of new security arrangements.

Black text on white background. Screenshot of ARC’s Network Message regarding delays to grant announcements because of new security arrangements.

⁉️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 legislationπŸ‘‡

12.01.2026 01:17 πŸ‘ 61 πŸ” 51 πŸ’¬ 6 πŸ“Œ 20

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.

12.01.2026 23:30 πŸ‘ 14 πŸ” 4 πŸ’¬ 1 πŸ“Œ 0
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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-...

08.01.2026 01:35 πŸ‘ 0 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0

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.

05.01.2026 03:30 πŸ‘ 210 πŸ” 48 πŸ’¬ 1 πŸ“Œ 1

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.

05.01.2026 03:27 πŸ‘ 601 πŸ” 186 πŸ’¬ 4 πŸ“Œ 10

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

04.01.2026 19:53 πŸ‘ 74 πŸ” 10 πŸ’¬ 6 πŸ“Œ 4

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

04.01.2026 19:55 πŸ‘ 373 πŸ” 18 πŸ’¬ 14 πŸ“Œ 4

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

03.01.2026 22:51 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Wanted to eat a hot cross bun so dug one out of the freezer. Somehow, they appear to be almost fruitless πŸ™„ and also possibly homemade. I don't recall committing this atrocity, and yet here I am eating it....

03.01.2026 22:47 πŸ‘ 5 πŸ” 0 πŸ’¬ 3 πŸ“Œ 0
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"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.

28.12.2025 18:20 πŸ‘ 5406 πŸ” 1356 πŸ’¬ 268 πŸ“Œ 543