Thursday, May 7, 2026
Sociotechnical research for global futures
Hacks of AI learning platforms pose a bigger challenge
The ABC reported today "Australian educational facilities impacted as 'criminal' hacks Canvas learning platform" (Scout Wallen & Monty Jacka). Fortunately Learning Management Systems (LMS), such as Canvas, don't contain much personal data about the students. They have the names, student numbers & email addresses, but other data about the student is stored in separate systems. There will be the content of the student's assignments and comments posted to discussion boards, but these are usually not very personal. Also there will be messages sent between students and staff, again, these don't contain much personal information. Students often overshare when applying for an assignment extension or regrade, but this is usually handled by a separate administrative system. What is of concern is where AI tools are used to personalize student learning. These will have access to more student data, making them a prime target for hackers.
Beyond personalisation: Human-centred and equitable learning in the age of AI at EDUtech Sydney 4 June
On the panel are:
- Sue Keay, Director, UNSW AI Institute
- Danny Liu, Professor of Educational Technologies, The University of Sydney
- Rose Luckin, Professor, UCL Knowledge Lab and Founder, Educate Ventures Research, Educate Ventures Research Limited
Wednesday, May 6, 2026
Innovating Australian Higher Education
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| Professor Quigley at ANU. Photo by Tom Worthington CCBY, 6 May 2026 |
Here are the comments I have submitted:
Comments on ANU Draft Strategy
As requested, here are some comments on the "Draft Strategy v1.0, University Strategy", 21 April 2026:
Answering the questions asked in the document:
* How can we best capture and articulate the distinctive, and complex, contribution that ANU makes to the nation?
I suggest starting from the functions of the ANU, as set by Parliament in legislation. In particular "... in relation to subjects of national importance to Australia ... its national and international roles and to the needs of the Australian Capital Territory and the surrounding region ...".
* How do we attract and support the talent that we need – in students and staff – to maximize the impact that we have through our research and education?
ANU can continue to use the marketing approach of promoting itself as a research intensive university with a national mandate. This sets ANU apart from other Australian universities and most around the world.
However, whatever the marketing says, being good at research doesn't make you good at education (the opposite in fact), so the university needs to ensure it has staff who are trained and formally qualified to teach. We could expand ANU's science communication area to provide training and qualifications in education, so staff and students don't have to obtain this elsewhere. To maximize impact we should expand collaboration with the Canberra Innovation Network, encouraging researchers to train in innovation and offering this as a formal part of degree programs.
* What do we need – in the ways we work, where we focus, or what we do – to be resilient to change from external forces like AI, demographic shifts and climate change?
The ANU should implement nested qualifications, work integrated learning and blended/online options. This will require staff to be trained in new ways of teaching and assessment.
AI is easily addressed, as has been discussed at numerous ANU symposiums. Staff need to be trained in how to use AI and how to teach this to students. Assessment needs to be changed from examination, to project based, with students presenting evidence of consistent long term work, then being questioned on what they have achieved.
Climate change can be addressed in part by ANU offering courses to combat it, such as ICT Sustainability, COMP7310 (Worthington, 2012). One of the techniques outlined in that course can be applied at ANU to reduce its carbon footprint: intensive use of facilities. ANU can increase the use of classrooms and other facilities, by doubling the number of students. This will reduce the carbon emissions, per student.
* What should we fix for our University to work better?
Opening University House should be a priority. The lack of opportunities for senior staff to mix informally at events may have hindered good governance over the last few years. One of the features of a great university, which I noticed when visiting Oxbridge, was the way wide consultation could be informally done. Senior university people need to hear unwelcome messages and it is best to do that is informally (Worthington, 1999).
ANU should call on its in house experts for advice on how to run the university. There should not be a need to call on external consultants, given that ANU staff, including myself, are called on for expert advice by industry and government.
* What’s missing?
The ANU should start from the functions set by the Parliament and devise strategies to achieve those. ANU should not try to find "new ideas" for the future of the university. As the experts at CBRIN point out, innovation is not about new ideas, it is about identifying who the client is, what they need, and providing that. There are many well tested approaches used by universities around the world, which ANU could adopt.
ANU can enhance its reputation by being seen to be addressing current national priorities. These include climate, economics, social and defence issues. ANU plays a significant role in these, but this rarely receives the attention it deserves.
As a postgraduate student of education, I looked at how to provide better learning at a research intensive university (ie: ANU). In studying the history of Australian universities, I found that, from the first, they had two main missions: firstly to provide trained professionals and secondly research for the benefit of society. An act of parliament directs ANU to those same two functions.
References
Worthington, T. (1999). "Cambridge live from a Double Decker Bus" in Net Traveler: Exploring the networked nation (2nd ed.). Australian Computer Society.
Worthington, T. (2012, July). A Green computing professional education course online: Designing and delivering a course in ICT sustainability using Internet and eBooks. In 2012 7th International Conference on Computer Science & Education (ICCSE) (pp. 263-266). IEEE. Presentation: https://www.tomw.net.au/technology/it/green_computing_professional/
ps: A previous version of this post was titled "Hacking Australian Higher Education". This was in the sense of hacking being about quick innovation. But then there was a hacking attack on Australian universites, so I changed the title to "innovating".
AI Enhancing Scams
Friday, May 1, 2026
AI Literacy for All
* Keep in mind this is not an AQF qualification.
Wednesday, April 22, 2026
Mention the War: German Military History After WWII
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| Dr Peter Lieb |
Greetings from "On Bundeswehr: German military history beyond Hitler" in the War Studies Seminar Series at the Strategic and Defence Studies Centre, Australian National University. Dr Peter Lieb, department ‘Military History after 1945’ at the Centre for Military History and Social Sciences of the German Armed Forces, introduced the generals who formed the core of the post WWII West German army. Some had questionable pasts, but the nation needed someone to command. These generals went from prisoners to accused of war crimes, to having to take low paid jobs, before being appointed to senior positions during the cold war. Dr Lieb argues the German army had fewer former Nazis than other state institutions as it was a relatively small force, so could choose carefully.
Friday, April 17, 2026
ICT Training Package Update
The ICT Training Package currently consists of 11 qualifications. The highest is an Advanced Diploma of Information Technology, then there is a Diploma, three Certificate IV in IT, Telecommunications Engineering, Telecommunications Network Design, three Certificate IIIs, & two Certificate IIs. There is also work being done on a vocational degree in IT.
Some issues are a high non-competition rate and a lack of interest in micro-credentials. ICT skills are in demand, shorter vocational courses are supposed to be a good way to deliver this, so what are people not enrolling and not completing? What are the current areas in demand? The universities should be undertaking a process like this.
One issue which came up was the role of vendor certifications as a substitute for, or complement to, formal qualifications. I see things like Microsoft certification as a complement to formal qualifications, but employers may see certification as preferable. Some VET providers and universities offer training towards vendor certification as part of their courses.
Thursday, April 16, 2026
2026 Australian Defence Integrated Investment Program
While the planned $5B sounds like a lot of money for drones, it is relatively modest compared to investments in crewed platforms. Also what is absent from the plan are the land based equivalents of these robot ships and aircraft. In addition most of the funded drone programs are for imported technology, although some will be manufactured in Australia. I suggest Australia needs to invest in the talent and technology to build its own. Drones are relatively cheap to develop, compared to crewed platforms.
Transport Hackathon Solving My Bus Problem
Greetings from the"ACET Zero-Emission-Transport Hackathon, run by the Canberra Innovation Network (CBRIN) at the University of Canberra today. I am here to mentor teams, but ironically, I missed the bus on the way here this morning. On a positive note, I told some of the teams about this, and they are working on a solution. The teams have until this afternoon to come up with an idea and pitch it for a share in $10,000. I just slipped out for a coffee at UoC's innovation center next door and saw it is still the office of Instaclustr, a Canberra startup success story.
CBRIN staff are taking the teams through the standard ideation process. This is a key skill which most students miss out on. They may know how to implement something, but not what the customer needs.
Tuesday, April 14, 2026
Starlink in the Pacific
Greetings from State of the Pacific, hosted by the Australian National University in Canberra for the next 3 days. Along with political and social issues, there is a session Thursday morning on Starlink's effect on Pacific communications. The conference is free for anyone, in person, or online. The first day's free lunch was very good.
Wednesday, April 8, 2026
Innovation Ecosystems Handbook
Greetings from the launch of the Handbook of Innovation Ecosystems by John Howard at the Canberra Innovation Network's refurbished meeting room. The ACT Chief Minister is on the panel but having to wait for a couple of academics to talk.
Thursday, April 2, 2026
Parliamentary Inquiry into the rise in the number of Australian university graduates who struggle to find work after graduating
The Australian Senate is inquiring into "The rise in the number of Australian university graduates who struggle to find work after graduating". Normally I would have to compose a short pithy summary into what an inquiry is about. But in this case that is a direct quote from the very short terms of reference. The Senate Education and Employment References Committee has called for submissions by 5 June 2026, aiming to report by 20 November 2026.
The full terms of reference is:
"The rise in the number of Australian university graduates who struggle to find work after graduating, with particular reference to:
- the state of the entry-level job market for graduates;
- the quality of university education in Australia;
- whether graduates of Australian universities are being taught the skills that employers are looking for;
- the state of affairs in comparable jurisdictions;
- the economic, social and psychological effect that this experience has on graduates; and
- any other related matters"
Some have taken this as an attack on universities, that they are not teaching the right things. But these seem reasonable questions. The Australian community spend a lot on universities and need to be sure they are getting their moneys worth.
Improved assessment design can also help reduce the stress of study. I am one of those students who suffers stress in formal paper based examinations. As a result I spent my early university years failing, until I realized I could select courses and programs which did not have exams. This limited my choice, buy I was able to help expand the options in my own designing of courses and setting policies for accreditation for my profession.
Wednesday, April 1, 2026
Innovating education and health
Greetings from Canberra Innovation Network's First Wednesday Connect. Tonight we are at the Australian Catholic University and the pitches are on education, health, and health education. I don't know if this was curated or just because ACU specialises in education and health.
Saturday, March 28, 2026
AI Boosterism in AI Training
I had some spare time so decided to get on with the AI training the Australian National University is encouraging staff to take. This is the usual online training module with some quizzes and exercises. It wasn't too bad, but as I know a bit about the topic, I was up to part 5 of 8 before it started telling me anything I didn't know.
At this point I was instructed to get AI to generate a LinkedIn post about AI & personal learning. While the previous modules did have some warnings about checking AI output for incorrect information and hallucinations, it was all a little too positive. At this point I used Copilot to generate the required LinkedIn post. This had only positive points on how AI could help with personal learning. As instructed I refined the result, but on my own initiative by asking for negative as well as positive points. That worked fine, but what struck me was that had I not asked, it would have all been positive.
Here are the negatives added:
"Negative impacts
Over‑reliance on AI, which can weaken critical thinking and problem‑solving if learners default to AI-generated answers.
Quality inconsistency, as AI can produce confident but incorrect explanations that mislead learners.
Equity gaps, where those with better access to technology gain an advantage over those without it.
Privacy concerns, especially when learning data is used to train models or inform performance decisions.
Reduced originality, as learners may unintentionally mimic AI-generated patterns rather than developing their own voice or ideas.
These risks highlight the need for thoughtful integration rather than blind adoption."
Tuesday, March 3, 2026
Securing a sustainable future for Australian universities through mergers
Universities Australia reports in "Critical challenges in Australia’s university sector: securing a sustainable future" that almost two-thirds of university revenue is from student (directly & via government subsidies) and this is falling. At the same time universities have fewer casual staff, thus less scope to quickly cut costs. I suggest it is time for universities to consolidate and professionalize. Teaching can no longer be left as something researchers do in their spare time and for which they need no expertise or qualifications. Also universities can adopt efficient blended learning techniques. The alternative is that students will go elsewhere for their education: to commercial for-profit arms of international universities in Australia, or vocational sector, or abroad, either in person or online. When I wanted to learn about education and there was no suitable program in Australia, I chose to study online abroad, which turned out to be slightly cheaper.
Saturday, February 28, 2026
Charles Darwin University Cancelling Plans for a London campus
Charles Darwin University is cancelling plans for a London campus. Perhaps CDU should consider more modest options, along the lines of the University Study Hubs in regional Australian centers.
Wednesday, February 25, 2026
CDU London Campus
There has been criticism of Charles Darwin University opening a London campus, but if they can turn a profit in a reasonable time (say 5 years), then good luck to them. An inner city "campus" is a relatively small investment. It is not quads with stone buildings, just a few rooms rented in an office building.
University College London previously shared the one three story building in Adelaide, with Carnegie Mellon University and Torrens University Australia. Three universities sharing one building is the makings of a TV sitcom. ;-)
CDU is focusing on masters by coursework degrees (which is where the money is), in just two areas: Business Administration & Cyber Security. Their MBA also offers an Educational Leadership stream. CDU is also emphasizing flexibility, as a dual sector institution this is something they know how to do. But it might be the name of the institution which will be its biggest selling point. CDU is named after a famous eminent British scientist, which should go down favorably with British students. Might be best for CDU not to point out the name really comes from a small, insignificant tropical city in northern Australia (Darwin).
Sunday, February 8, 2026
And the winner is ... at the Defence Hackerthon
Ambassador of Ukraine on Deterrence Through Innovation
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| Ambassador of Ukraine addressing the Australian Defense Tech Hackathon, photo by Tom Worthington, CC-BY 8 February 2026 |
The ambassador pointed to the use of a digital ID application. This not only allows displaced population be identified to receive government benefits, but also report the location of enemy forces.
Friday, February 6, 2026
Civil Defence Apps
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| Rhys Kissell, at hackathon start |
Greetings from UNSW Canberra, where the Australian Defense Tech Hackathon just started. There is a room full of people ready to build defence related inventions. It was a unique and sobering experience to have a minute silence in memory of those lost in the Ukraine war. It was also useful to be reminded that defence tech is not all about drones dropping bombs, this can include civil defence. This is in conjunction with the European Defense Tech Hub. One interesting aspect is the emphasis on industry implementation and deployment, rather than just invent something. This is also a very hands on experience with UNSW's marker space with electronics equipment and 3d printers. I am presenting "How to Pitch to a General: Presenting to a Military Audience" 11am tomorrow for the hackerthon participants.
Thursday, February 5, 2026
How to Pitch to a General: Presenting to a Military Audience
I am presenting "How to Pitch to a General: Presenting to a Military Audience" at the Australian Defense Tech Hackathon, 11 am 7 February 2026, UNSW Canberra. This is intended to be a short informal session, with plenty of participation from the members of hackerthon teams. Here is a preview, and some notes to start the discussion:
You can learn to pitch at a local innovation center. These are located within many universities, with others in cities and towns. An example are the Canberra Innovation Network's pitching courses. No special presentation techniques are needed for a military audience. Use the usual pitch techniques. It is important to keep to time and don’t be surprised if the time provided is shortened over that promised. Expect interruptions and blunt questions. As always, have a call to action: what do you want the audience to do?
If you have the time and the talent, consider an interview approach, where you, as the promoter of the product, talk to a military user of the product.
Offer something new, but not too new: Say this is what our allies are doing. Entrepreneurs often make the mistake of claiming their invention is completely radically new. But military operations, particularly Australian ones, are about cooperating with other countries. If you can say the military of a respected ally is using your product, or another product using your approach, that will be appreciated.
Like all of us, generals are subject to FOMO: Fear of Missing Out. If you can show that their counterparts in other countries are embracing your product, then they will want it as well.
In 1997 I wanted to convince the Australian Defence Force that Internet technology was usable. So I visited the flag ship of the US 7th Fleet on exercise off Queensland. On my return I was able to say how I saw US military personnel using the Internet and the web for planning.
Major defence companies have former senior military personnel and government officials on staff to help get to senior decision makers. Startups do not have those resources, but can approach the decision makers via their staff. These staff are exposed to new concepts and products at the usual trade shows and during training.
The military train staff at their own facilities and universities. The educators are always keen to expose their students to new concepts and techniques. You can have the students try your product, or even help develop it.
For several years students of the Australian National University assisted with test software for the CEA Phased Array Radar. The Australian Government liked the product so much that in 2023, they purchased the company.
ps: I asked an actual general, and their advice was to think at the tactical, operational and strategic levels. How will what you have help win a battle, campaign and ultimately a war? How does your technology contribute to a capability? Include options, as generals operate by choosing from those presented by their staff.
Friday, January 30, 2026
TIME Magazine's Ranking of the World's Top Universities
Time Magazine has produced a ranking of the World's Top Universities. Note that this is from a different publisher and is a different ranking scheme to the Times Higher Education World University Rankings. Time claim their rankings are more relevant to students, but produce much the same results as Times & other ranking schemes. The Time & Times rankings have the same 8 universities in their top 10 for Australia. Also Time only rank 500 universities, compared to more than 5,000 by Webometrics. As with most such ranking schemes this seems more about selling advertising than helping students.
Time moves Curtin & James Cook Universities to the top 10, dropping University of Technology Sydney, and Macquarie University.- University of Queensland (6)
- University of Melbourne (1)
- University of Sydney (2)
- University of Western Australia (8)
- University of New South Wales (5)
- Australian National University (4)
- University of Adelaide (7)
- Monash University (3)
- Curtin University (13)
- James Cook University (24)
Wednesday, January 28, 2026
Who Hacks Wins: Australian Defense Tech Hackathon
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| Event canvas from NWIW 2020 by Paul Telling |
"Goals
1) Solve urgent defense and security challenges ...2) Launch new careers and companies...3) Strengthen Australia through defense innovation...Focus Areas ...
- SIGINT & OSINT
- Computer Vision & Edge AI
- Unmanned & Autonomous Systems (UxS)
- Electronic Warfare (EW)
- Modular Sensors
- Drone & Counter-Drone Tech
- Battlefield Economics & Scaling Production
- Hypersonics and Missile Defence ...
Agenda
Friday, February 6, 202612:00 - Doors open, Networking13:00 - Welcome and Opening Program14:00 - Workshops17:00 - Introduction to Mentors & Challenges, Last-Minute Team Formation18:00 - Start of HackingSaturday, February 7, 2026Hacking continues all daySunday, February 8, 202612:00 - End of Hacking, Lunch Break
Demo Day (Open to Visitors)13:00 - Pitches of the winning teams15:00 - Award Ceremony15:30 - After-party & Networking"
Friday, January 23, 2026
Learning Language with Manisha Khetarpal
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| Manisha Khetarpal at EO26 |
Open Source Volunteers Are Like the Allen Key in a Flat-pack Bookcase: Vital But Unappreciated
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| Emma Davidson at EO26 |
4:45PM Lightning Talks
Thursday, January 22, 2026
We do not want truth to become a luxury good in a sea of slop
In a sobering conclusion he argued those working for open access to cultural knowledge had provided the raw material for creating false narratives via AI. He ended by saying "We do not want truth to become a luxury good in a sea of slop". This is particularity relevant on the National Day of Mourning for the victims of the Bondi Beach terrorist attack.
My pick of day 2 of EO:
10:45AM I accidentally became a FOSS maintainer and all I got was this lousy insight into librarianship, Hugh Rundle
11:40AM A University Library's journey in making technology training resources FAIR, Stéphane Guillou
1:30PM Reclaiming the open web: a story about big tech, platforms and millennial dreams of a connected web, Milly Schmidt
2:25PM By Design: CAUL’s Vision for an Open Future in Australasian Higher Education, Ash Barber, Rebecca Barber
3:45PM Effective Coaching, Nicola Nye
4:40PM When something has gone wrong in your neighbourhood, and they're calling you... whatcha gonna do?, Rachel Bunder
Wednesday, January 21, 2026
Government of India's National Institutional Ranking Framework
The Indian Ministry of Education has a National Institutional Ranking Framework, ranking universities. All but one of the top ten institutions for 2025 in the Indian government's ranking also appear in the top ten by Webometrics:
- Indian Institute of Technology Madras (3)
- Indian Institute of Science, Bengaluru (7)
- Indian Institute of Technology Bombay (2)
- Indian Institute of Technology Delhi (4)
- Indian Institute of Technology Kanpur (8)
- Indian Institute of Technology Kharagpur (1)
- Indian Institute of Technology Roorkee (10)
- All India Institute of Medical Sciences, Delhi (9)
- Jawaharlal Nehru University, New Delhi (17)
- Banaras Hindu University,Varanasi (6)
Encouraging Democratic Participation with Software
Greetings from "Encouraging Democratic Participation with Software" by Vanessa Teague from Democracy Developers. They make open-source software to support democracy. However, this seems to be about explaining how the electoral system works and contacting MPs. However, this is a very narrow view of the democratic process and leaves out policy development. Policy is developed in a complex messy process involving political parties, lobbyists and others.
As a member of a professional body, I am occasionally asked for input to
policy documents to be presented to MPs. Occasionally this works very
well. In one case a senior Public Servant accused me of plagiarizing the
name of a government initiative. But I pointed out the name was in the title of the submission I helped write, long before the policy was announced.
But not everyone is part of an organisation with lobbying skills. I asked Vanessa if we could provide open online forums for those
who are not a member of a party, or a lobby group, where they could find like
minded individuals and develop what they want.
Everything Too Open?
Comping up today, my picks are:
10:45AM Encouraging democratic participation with software, Vanessa Teague
11:40AM Using open source strategies to enable medical data exchange at scale, Christopher Skene
12:25PM Lunch
1:30PM The unreasonable cost of open source contribution, Rob Norris
2:25PM I hope this email talk finds you well., Jemma Bradshaw
3:10PM Afternoon Tea
3:45PM The nineteenth century smartwatch, Kit Biggs
4:40PM The next generation Big Data Radio Telescope for Astronomy, the Square Kilometre Array Observatory, Juan Carlos Guzman
Wednesday, January 7, 2026
2025 in Review
Here are some highlights from my 2025, from my blog:
Friday, April 4, 2025
Assessing Student Team Project Work
Greetings from the ANU Techlauncher "Sprint 1" assessment review. There are 12 tutors (mostly in person, a couple online) plus two convenors reviewing grades from assessment of the first assessed task for project students. There list a list of teams on the wall, with each tutor going trough their proposed graduate and comments for each team over the last few weeks. Issues with the nature of the project, problems with the client are addressed as we go along. The meeting has been going for two hours. This is a slow, often tedious, occasionally exciting, process as those involved argue over grades and techniques. Students, and the public, may not realize how much effort goes into grading, and how much this is an art, rather than a science. With projects for real clients, which are all different, there is no easy way to do this.
Friday, June 27, 2025
Wine Culture & Psychological Health for College Students
In processing international student's applications for credit I realise how limited the choices the average Australian university student has. Can they study "Wine Culture & Appreciation", scuba diving, poetry, or flower arranging, as part of their degree? Another course which might be applicable more widely is "Psychological Health Education for College Students".
Friday, April 11, 2025
Canvas for WIL and Accreditation
This week I have been on training to use the Canvas Learning Management System (LMS). I have been using Moodle for 17 years, but Canvas doesn't look that different. At the same time I have been asked to contribute to a local event at ANU College of ANU College of Systems & Society on how to improve Work Integrated Learning (WIL). As I happened to be learning Canvas I have volunteered to lead a session on how it can be used for WIL. As I have been involved with accreditation for the Australian Computer Society (ACS) I also volunteer to contribute to a session on that. Here I am collecting my thoughts on the topic. ...
Monday, April 14, 2025
My Last Review
I have decided to stop reviewing papers for academic journals (I will still do for conferences I am involved with). The reason is that the academic publishing system is exploitative. Reviewers don't get paid, or any other form of compensation, for reviewing. In theory this is something you do, as you will then have your papers reviewed. But in practice there are many free riders. My gesture is a tiny one, but then I remember when I decided to stop giving lectures and that gained traction.
Thursday, June 26, 2025
Australian Cyber Resilience in a High Threat World Learning from Estonia
Greetings from Australian Computer Society's TechUplift 2025. At the Hyatt Hotel Canberra. Next to me is the first speaker, Ms Kersti Eesmaa, former Estonian ambassador. She is now working for Vertical Scope Group, a Canberra security company. I first met Kersti, as the ambassador in 2021, speaking on digital Estonia. As she pointed out today, by building a new nation based on digital technology they were able to create efficiency, but create a target for attack by nation states. ...
Friday, August 22, 2025
New Canberra Institute of Technology Building
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| One of Canberra Institute of Technology's new TV studios. Photo by Tom Worthington, CC-BY, 21 August 2025 |
Monday, October 20, 2025
Live Hackerthon Pitches to Combat AI Cheating
EduTech Asia in Singapore Expo and Silent Disco Conference
Tuesday, December 2, 2025
Networking the Old Way
Greetings from Tasa Cafe at the Australian National University. After dealing with the morning's mail, I wandered over for a coffee. On the way one staff member explained the "Quiet Hour" at student services, for those who can't cope with noise. Then I offered a colleague a coffee, but they are off to talk at consulting company about an initiative to recruit and support a more diverse student population. Then I met someone talking at tomorrow's training, on dealing with cheating in the age of AI. After coffee, I am planning to make a training video, then attended a seminar on AI warfare tactics. The teaching year may be over, but there is still much to do.




















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