The Regulator You’ve Never Heard of Is Deciding How Your Assignments Work

Here’s something that might surprise you: there’s a federal agency that directly influences how your university writes its AI policy, redesigns your assessments, and decides what counts as misconduct. It’s called TEQSA, the Tertiary Education Quality and Standards Agency, and unless you’ve gone looking for it, you’ve probably never heard of it.

That’s a problem. Because while you’re scrolling Reddit threads trying to figure out whether you’re allowed to use ChatGPT on your next essay, TEQSA has already published the answer. And the answer is more nuanced, and more student-friendly, than most people expect.

I stumbled across the TEQSA Gen AI Knowledge Hub while researching how Australian universities were actually forming their AI policies. I’d assumed each uni was making it up as they went. Turns out, they’re all working from the same playbook, and TEQSA wrote it.

What TEQSA Actually Is (And Why You Should Care)

TEQSA is Australia’s national regulator for higher education. Think of it as the body that sets the rules your university must follow to keep its accreditation. It doesn’t teach you anything directly, but it shapes the standards your institution operates under, including standards on assessment integrity, student support, and now, generative AI.

In June 2024, TEQSA issued a request for information to every Australian higher education provider, asking for credible action plans addressing gen AI risk to award integrity. The result? A 100% response rate. Every single provider responded.

That means your university has an AI action plan. Whether you’ve seen it or not is another question, but it exists, and it was written with TEQSA’s guidance in mind. Finding your institution’s plan should be one of the first things you do this semester.

What’s Inside the Knowledge Hub

The hub is split into several sections, each packed with guidance that was written for university staff but directly affects you as a student. Here’s what each section actually means for your study.

Assessment Reform: Why Your Assignments Look Different Now

TEQSA has published two major documents on assessment reform: Assessment Reform for the Age of Artificial Intelligence in 2023 and Enacting Assessment Reform in a Time of Artificial Intelligence in 2025. Together, they form the primary guidance driving how your assessments are being redesigned.

The big shift? TEQSA explicitly supports moving away from AI detection tools and toward better assessment design. Their student advice page states it plainly: “Redesigning assessments is an appropriate response to the risks posed by AI and is one that TEQSA supports.”

This is why you’re seeing more oral presentations, reflective journals, in-class tasks, and process-based assessments. It’s not your lecturer being difficult. It’s a sector-wide shift endorsed by the regulator.

Rubric Principles: How Your Work Is Being Marked Differently

This is where it gets practical. Dom McGrath from the University of Queensland developed a set of principles for designing rubric criteria when students may use gen AI. These principles are published through TEQSA’s toolkit, which means universities across Australia are referencing them.

Three of them stand out for students:

Assess AI acknowledgement, not AI output. Whether you used AI shouldn’t affect your grade, but whether you declared it honestly should. The content of your AI acknowledgement doesn’t impact marks. The fact that you included one (formatted properly) does. McGrath’s guidance is clear: incentivise honest reporting rather than punishments that drive concealment.

Reduce weighting of offload-able activities. Tasks that AI can automate, grammar, spelling, basic formatting, are being weighted lower. The marks are shifting toward critical thinking, analysis, and original argument. If you’ve been relying on polished surface-level writing to carry your grades, this is a wake-up call.

Grade the output, not the method. Unless AI use is explicitly a learning outcome for the task, your marker should be assessing what you produced, not how you produced it. UQ’s position is that “we cannot differentiate criteria and standards based on students’ declared AI use” (McGrath, via TEQSA).

This matters because it tells you exactly where to focus your effort: demonstrate thinking, not polish.

University Case Studies: What’s Actually Happening on the Ground

TEQSA catalogues real frameworks from Australian universities. Two stand out.

Adelaide University, “Don’t Be Sorry, Just Declare It.” Developed by Benito Cao, this “middle lane” approach permits limited gen AI use with mandatory transparency. You can use AI for idea generation and language expression, but you must remain the author, keep your drafts and notes, and include a gen AI appendix when AI was used. The absence of that appendix is treated as a declaration that you didn’t use AI, and if that turns out to be false, it’s a breach.

Adelaide also weights a significant portion of marks toward in-person assessments. This validates your learning and gives markers a comparison point if questions arise about take-home work. It’s a preview of where the sector is heading nationally.

University of Queensland, Partnering for Change. UQ’s Lead Through Learning strategy is a three-year, whole-of-university initiative embedding learning designers in every faculty. UQ also disabled Turnitin’s AI detection feature from semester 2, 2025, a strong signal that detection is losing ground to design.

Southern Cross University’s Assessment Adaptation Model takes a lifecycle approach with seven components, from task design through to continuous evaluation. The key lesson from their framework is that identifying AI risk in an assessment should prompt redesign, not surveillance.

Student-Facing Guidance: TEQSA Talks Directly to You

Most students don’t realise TEQSA has a page written specifically for them. It’s been translated into multiple languages: a clear signal that international students, who are disproportionately affected by AI policy confusion, are a priority.

The page makes several points worth knowing:

That last point is important. If you feel an AI-related assessment change is unfair, you have formal avenues to raise it. TEQSA requires it.

The Bigger Picture: Government Is Paying Attention

TEQSA’s hub doesn’t exist in isolation. The federal government ran two major parliamentary inquiries into AI and education in 2024 alone. The House of Representatives inquiry, titled Study Buddy or Influencer, captures the tension perfectly, is AI a helpful study tool or an integrity risk? The Senate’s Adopting Artificial Intelligence report covers broader AI policy but includes education-specific recommendations.

There’s also the Australian Framework for AI in Higher Education from the Australian Centre for Student Equity and Success, published in December 2025, which specifically addresses AI through a student equity lens. If you’re a mature-age student, a parent balancing study and work, or someone who relies on accessibility tools, this framework is designed with you in mind.

The trajectory is clear: from panic in early 2023, through framework-building in 2024, to structural integration now. The government’s approach mirrors TEQSA’s, soft regulation, shared practice, and a push toward assessment redesign over surveillance.

What This Means for Your Next Assignment

Understanding TEQSA’s position gives you a genuine edge. Here’s what to do with it:

Find your university’s AI policy. It exists, TEQSA confirmed 100% of providers have one. Search your institution’s website for “generative AI policy” or “AI academic integrity.” Read the actual document, not the summary someone posted on a Facebook group.

Read the task-level rules, not just the course-level ones. TEQSA’s own advice emphasises that expectations differ between assessment tasks within the same course. Check every assignment brief.

Declare AI use honestly. The sector is moving toward rewarding transparency, not punishing use. Adelaide’s model makes it explicit: don’t be sorry, just declare it. A missing declaration when you did use AI is far worse than an honest one.

Focus on process, not polish. Rubric weighting is shifting toward critical thinking, original analysis, and demonstrated learning. Keep your drafts, annotate your sources, and be ready to discuss your work. This is where tools like GradeMap are designed to help, by analysing your rubric criteria and coaching you on what markers actually reward under these new frameworks.

Know your rights. If an assessment change disadvantages you, TEQSA requires your institution to have a complaints process. Use it.

The Bottom Line

TEQSA isn’t trying to catch you out. If anything, the regulator’s position is surprisingly progressive, favouring assessment redesign over detection, supporting transparent AI use, and publishing guidance in multiple languages to make sure everyone can access it. The students who understand this landscape will navigate their degrees with far less anxiety and far more strategic clarity than those relying on corridor rumour.

The Gen AI Knowledge Hub is free, public, and written by the people who set the rules. Spend thirty minutes reading it. It’s the most useful study session you’ll have this semester.

References

Australian Centre for Student Equity and Success. (2025). Australian framework for artificial intelligence in higher education. https://www.acses.edu.au/publication/australian-framework-for-artificial-intelligence-in-higher-education/

Cao, B. (n.d.). Don’t be sorry, just declare it: Promoting academic integrity and securing the essay in the age of gen AI. Adelaide University, via TEQSA. https://www.teqsa.gov.au/guides-resources/protecting-academic-integrity/academic-integrity-toolkit/risks-academic-integrity-ai/dont-be-sorry-just-declare-it-promoting-academic-integrity-and-securing-essay-age-gen-ai

Greenaway, R., Quince, Z., & Munn, J. (n.d.). Adapting assessment in the age of generative AI: The assessment adaptation model. Southern Cross University, via TEQSA. https://www.teqsa.gov.au/guides-resources/protecting-academic-integrity/academic-integrity-toolkit/risks-academic-integrity-ai/adapting-assessment-age-generative-ai-assessment-adaptation-model

Henry, T., & Slade, C. (n.d.). Partnering for change: Ethical gen AI use and ensuring integrity in assessment transformation. University of Queensland, via TEQSA. https://www.teqsa.gov.au/guides-resources/protecting-academic-integrity/academic-integrity-toolkit/risks-academic-integrity-ai/partnering-change-ethical-gen-ai-use-and-ensuring-integrity-assessment-transformation

House of Representatives Standing Committee on Employment, Education and Training. (2024). Study buddy or influencer: The use of generative artificial intelligence in the Australian education system. Parliament of Australia. https://www.aph.gov.au/Parliamentary_Business/Committees/House/Employment_Education_and_Training/AIineducation/Report

McGrath, D. (n.d.). Principles for criteria and standards in assessment for gen AI use. University of Queensland, via TEQSA. https://www.teqsa.gov.au/guides-resources/protecting-academic-integrity/academic-integrity-toolkit/risks-academic-integrity-ai/principles-criteria-and-standards-assessment-gen-ai-use

Senate Select Committee on Adopting Artificial Intelligence. (2024). Adopting artificial intelligence: Final report. Parliament of Australia. https://www.aph.gov.au/Parliamentary_Business/Committees/Senate/Adopting_Artificial_Intelligence_AI/AdoptingAI/Report

TEQSA. (2023). Assessment reform for the age of artificial intelligence. https://www.teqsa.gov.au/guides-resources/resources/corporate-publications/assessment-reform-age-artificial-intelligence

TEQSA. (2023, updated). Artificial intelligence: Advice for students. https://www.teqsa.gov.au/students/artificial-intelligence-advice-students

TEQSA. (2024). Gen AI strategies for Australian higher education: Emerging practice. https://www.teqsa.gov.au/guides-resources/resources/corporate-publications/gen-ai-strategies-australian-higher-education-emerging-practice

TEQSA. (2025). Enacting assessment reform in a time of artificial intelligence. https://www.teqsa.gov.au/guides-resources/resources/corporate-publications/enacting-assessment-reform-time-artificial-intelligence

TEQSA. (n.d.). Gen AI knowledge hub. https://www.teqsa.gov.au/guides-resources/higher-education-good-practice-hub/gen-ai-knowledge-hub/

TEQSA. (n.d.). Student academic misconduct resources. https://www.teqsa.gov.au/students/student-academic-misconduct-resources

Frequently Asked Questions

What is TEQSA and does it affect my university?

TEQSA is the Tertiary Education Quality and Standards Agency, Australia’s national regulator for higher education. It sets the standards every Australian university and higher education provider must meet to stay accredited. If you’re studying at an Australian university, TEQSA’s guidance on AI directly shapes your institution’s policies, assessment design, and academic integrity rules. In 2024, TEQSA confirmed that 100% of Australian providers have a gen AI action plan (TEQSA, 2024).

Does TEQSA say I can use AI for my assignments?

It depends on your specific task. TEQSA’s student advice page states that AI use may be restricted, permitted, or even required depending on the assessment. The regulator supports assessment redesign over AI detection, and encourages transparent declaration of AI use. However, using AI in ways that breach your institution’s specific rules constitutes academic misconduct. Always check the requirements for each individual assessment task.

Are universities moving away from AI detection tools like Turnitin?

The trend is heading that way. TEQSA’s guidance explicitly supports assessment redesign over detection-based approaches (TEQSA, 2023). Some universities have already acted, UQ disabled Turnitin’s AI detection feature, and others are shifting marks toward in-person assessments and process-based tasks that are harder to automate. The focus is moving from catching AI use to designing assessments that genuinely test your learning.