Joanna Tai
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drjot.bsky.social
Joanna Tai
@drjot.bsky.social
1.2K followers 560 following 820 posts

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

Videos
Education 72%
Public Health 14%
Posts Replies Media Videos

drjot.bsky.social
Joanna Tai @drjot.bsky.social · 1d
Congratulations!!!

Reposted by Ingrid Piller, Martin Tomko, Gerald Roche , and 3 more

arc-tracker.bsky.social
ARC Tracker @arc-tracker.bsky.social · 1d
🚨 #DECRA #DE26 announcement:

❗️Outcomes announced publicly for Discovery Early Career Researcher Award 2026❗️

See ARC's RMS for list ➡️ https://rms.arc.gov.au/RMS/Report/Download/Report/a3f6be6e-33f7-4fb5-98a6-7526aaa184cf/285

/bot

Reposted by Joanna Tai

liangrhea.bsky.social
Rhea Liang @liangrhea.bsky.social · 3d
I reckon that should be banned. It's quite striking how much regulation surrounds authorship conduct (ICJME authorship criteria, can't submit to more than one place at a time, must declare AI etc) but almost none for what the reciprocal conduct of editors should be.
a cartoon character says " whatever i 'll do what i want "
Alt: a cartoon character says " whatever. i 'll do what i want "
media.tenor.com

Reposted by Joanna Tai

lastbarbender.bsky.social
Corey Scholes @lastbarbender.bsky.social · 3d
To go through minor revisions and then have the editor send out to a whole new round of reviewers is the absolute worst

Reposted by Joanna Tai

cvhorii.bsky.social
Cassandra Volpe Horii @cvhorii.bsky.social · 5d
The audience of educational developers at #POD25 cheered at @edufuturist.bsky.social ‘s comment that the only known solution to “the cheating problem” with AI is to “rethink assessment top to bottom.” Apparently, that’s not the usual response. 😂

Reposted by Joanna Tai

abc-news.bsky.social
ABC News (Unofficial) @abc-news.bsky.social · 5d
Federation University scraps one of Australia's oldest geology courses: https://www.abc.net.au/news/2025-11-21/federation-university-scraps-geology-courses/106028558
Federation University scraps one of Australia's oldest geology courses
Geoscience students are left feeling "in the dark" and "ripped off" as Federation University becomes the latest university to ditch its geology specialisation.
www.abc.net.au

Reposted by Joanna Tai

janerosenzweig.bsky.social
Jane Rosenzweig @janerosenzweig.bsky.social · 5d
Quite an opening.
Introduction In Book X of The Republic, Plato excludes poets on the grounds that mimetic language can distort judgment and bring society to a collapse. As contemporary social systems increasingly rely on large language models (LLMs) in operational and decision-making pipelines, we observe a structurally similar failure mode: poetic formatting can reliably bypass alignment constraints. In this study, 20 manually curated adversarial poems (harmful requests reformulated in poetic form) achieved an average attack-success rate (ASR) of 62% across 25 frontier closed- and open-weight models, with some providers exceeding 90%. The evaluated models span across 9 providers: Google, OpenAI, Anthropic, Deepseek, Qwen, Mistral AI, Meta, xAI, and Moonshot AI (Table 1). All attacks are strictly single-turn, requiring no iterative adaptation or conversational steering. Our central hypothesis is that poetic form operates as a general-purpose jailbreak operator

Reposted by Diane Coyle, Meredith Broussard, Luca Rossi , and 12 more

cstross.bsky.social
Charlie Stross @cstross.bsky.social · 5d
Looks like LLMs are *very* vulnerable to attack via poetic allusion: "curated poetic prompts yielded high attack-success rates (ASR), with some providers exceeding 90% ..."

https://arxiv.org/html/2511.15304v1

Reposted by Joanna Tai

amyremeikis.bsky.social
Amy Remeikis @amyremeikis.bsky.social · 6d
We are having so many wrong conversations - this is a major one

thepoint.com.au/opinions/251...
We're having the wrong conversation about unemployment
The point.com.au
thepoint.com.au

Reposted by Ben H. Ansell, Richard S.J. Tol, Jocalyn Clark , and 19 more

juliet-turner.bsky.social
Juliet Turner @juliet-turner.bsky.social · 8d
POV: you are a young woman celebrating a recent academic success

Reposted by Joanna Tai

adolfont.github.io
Adolfo Neto @adolfont.github.io · 9d
"Critical washing" is "encouraging AI use while being 'aware of the risks'".

Page 7
A picture of Page 7 of Against the Uncritical Adoption of AI

Reposted by Joanna Tai

noticingclimate.bsky.social
Jane Doe 🐸✊🏽❤️ @noticingclimate.bsky.social · 10d
This is the world I want to see for Australian kids, particularly indigenous kids where stats show they have a greater chance of being in prison that being in further education. That's on us, and that needs to change. Let them eat cake.
fyi @robertarnol.bsky.social @big-tony.bsky.social
Fitzroy Crossing community believes Night Space has broken cycle of crime
As Kununurra battles with a surge in youth crime, residents in Fitzroy Crossing are celebrating their success in reducing rates through a community-led initiative.
www.abc.net.au

Reposted by Joanna Tai

drdemography.com
Dr Liz Allen @drdemography.com · 10d
More Canberra school to be closed over asbestos fears. But for the life of me I can’t find out which ones! Be better ACT education OMG. www.abc.net.au/news/2025-11...
Breaking: ACT to close 69 schools after extra coloured sand products recalled
The ACT will close more schools after additional coloured sand products were recalled by Kmart and Target, while the schools that were shut on Friday will reopen on Monday.
www.abc.net.au

Reposted by Euan G. Ritchie, Adrian Vickers, Joanna Tai

nickfeik.bsky.social
Nick Feik @nickfeik.bsky.social · 10d
Lobster fishery off Bruny Island in TAS closed on eve of the opening of fishing season due to antibiotic use by the salmon farms.
No indication of how long for. Must be a devastating blow for fishermen approaching Xmas.
Crayfish Closure Follows Salmon Antibiotic Deployment - Tasmanian Times
The commercial rock lobster fishery south of the D'Entrecasteaux Channel is now closed effective 15 November 2025
tasmaniantimes.com

drjot.bsky.social
Joanna Tai @drjot.bsky.social · 11d
I'm pretty sure most banks here don't issue personal chequebooks any more, and a bank cheque is $15 a pop. Luckily we have functional electronic banking including fee free bill pay options.

drjot.bsky.social
Joanna Tai @drjot.bsky.social · 11d
It's Saturday, but I woke up from a dream about work 🙄

drjot.bsky.social
Joanna Tai @drjot.bsky.social · 13d
Barbie has the last question - what should we do on Monday? Sarah replies - ask students about how they're using AI, and what we need to do to support them!

drjot.bsky.social
Joanna Tai @drjot.bsky.social · 13d
...she suggests that perhaps the value of LOs is not entirely established - maybe helpful with assigning grades - and could we get rid of them? (maybe? also... maybe grades??)

Next q is about cultural expectations of regulations too and operating in transnational contexts. Navigation is complex.

drjot.bsky.social
Joanna Tai @drjot.bsky.social · 13d
Phill says there's a half sentence that frames a lot of what we do - "On the completion of this subject, you will be able to..." - Sarah comments he always asks the tough questions. Learning outcomes perhaps were meant to elevate responsibility in teaching...

drjot.bsky.social
Joanna Tai @drjot.bsky.social · 13d
2nd question about professional/disciplinary considerations - this is also a type of culture that we need to consider.

Next q about policy and humanistic approach - considerations around wellbeing and prioritising dignity. In other areas restorative justice has been used - worth considering.

drjot.bsky.social
Joanna Tai @drjot.bsky.social · 13d
Paul Cooper with the first about culture and different practices of demonstrating knowledge and respect. Sarah replies that yes academic integrity is also culturally bound, we need to shift to epistemological plurality but also consider why writing is the dominant form of knowledge demonstration.

drjot.bsky.social
Joanna Tai @drjot.bsky.social · 13d
Raises so many questions - could be amazing for equity & accessibility, but they're also expensive, which raises other questions for equity!

Amazing. Now it's time for questions.

drjot.bsky.social
Joanna Tai @drjot.bsky.social · 13d
Now for the quiz... Sarah swapped to some cool AI teleprompter glasses and not that many people noticed! She asks - what will we do if students show up to exams with AI glasses with their only medically required glasses??

drjot.bsky.social
Joanna Tai @drjot.bsky.social · 13d
Return back to Rebecca Moore Howard's suggestion to just teach... also consider student as part of a learning community - they need to be able to make mistakes, to fail, to learn. Only if they're right at the end of the 'bell curve' of integrity should we consider exclusion.

drjot.bsky.social
Joanna Tai @drjot.bsky.social · 13d
We need to connect the dots between human rights and academic integrity. (as per UN - unsdg.un.org/2030-agenda/...) What do we need and deserve as humans?

Recognise and respect dignity
unsdg.un.org

drjot.bsky.social
Joanna Tai @drjot.bsky.social · 13d
6. Historical definitions of plagiarism may not apply.

We don't know what the new version looks like but need to consider how old versions might not fit the current context...

So... what does redefining plagiarism look like?

drjot.bsky.social
Joanna Tai @drjot.bsky.social · 13d
Rule compliance - citation formatting - seems like a colonial disciplinary practice for which we can punish students for (e.g. capitalisation, sentence case, spaces...) - attribution might be one way towards decolonising education.

drjot.bsky.social
Joanna Tai @drjot.bsky.social · 13d
5. Attribution still remains important

This isn't just citation - can be talking orally and acknowledging contribution of others. Requires metacognitive awareness and evaluative judgement, not just a mechanical attention to references...

drjot.bsky.social
Joanna Tai @drjot.bsky.social · 13d
e.g. the agent decided to 'improve' the methodology from qualitative to mixed methods, 'improve' the title of an article to end up with a fabricated reference.

Students might not even know that AI is committing academic integrity breaches on their behalf, we need them to understand this possibility

drjot.bsky.social
Joanna Tai @drjot.bsky.social · 13d
4. Humans might relinquish control, but they still hold responsibility for the work produced/submitted.

Sarah tells a couple of stories about how grammar/spell checkers with inbuilt AI agents who might decide to 'improve' text - including citations - thereby causing academic integrity issues!