Sydney, Australia

The University of New South Wales (UNSW Sydney)

The University of New South Wales (UNSW Sydney) has 29 source-backed AI policy claims from 7 official source attributions. Review state: agent reviewed; 29 reviewed claims. Last checked May 6, 2026.

The University of New South Wales (UNSW Sydney) AI policy short answer

v1 public contract

The University of New South Wales (UNSW Sydney) has 29 source-backed AI policy claims from 7 official source attributions, including 29 reviewed claims. The record review state is agent reviewed; original-language evidence snippets, source URLs, confidence, and public JSON are preserved for citation. Last checked May 6, 2026. Discovery context: The University of New South Wales (UNSW Sydney) is listed as QS 2026 rank 20.

Citation-ready summary

As of this public record, University AI Policy Tracker lists The University of New South Wales (UNSW Sydney) as an agent-reviewed AI policy record last checked on May 6, 2026 and last changed on May 6, 2026. The record contains 29 source-backed claims, including 29 reviewed claims, from 7 official source attributions. Original-language evidence snippets and source URLs remain canonical, with public JSON available at https://eduaipolicy.org/api/public/v1/universities/unsw-sydney.json. The entity-level confidence is 98%. This tracker is not legal advice, not academic integrity advice, and not an official university statement unless the linked source is the university's own official page.

Claim coverage29 reviewedSource languageenPublic JSON/api/public/v1/universities/unsw-sydney.json

Policy signals in this record

  • Evidence includes Other policy claims.
  • Named AI services detected in public claims: ChatGPT, Microsoft Copilot, Grammarly.
  • Disclosure, acknowledgment, citation, or attribution language appears in the public claim text.
  • Teaching, assessment, coursework, or syllabus-related language appears in the public claim text.
  • Privacy, sensitive-data, or security language appears in the public claim text.
Policy statusReviewed evidence-backed recordReview: Agent reviewedEvidence-backed claims29Reviewed29Candidate0Official sources7

This reference record summarizes visible public data only. Official sources and original-language evidence remain canonical; confidence is separate from review state.

This page is not legal advice, not academic integrity advice, and not an official university statement unless a linked source is the university's own official page.

Policy profile

Deterministic source-backed dimensions derived from this record's public claims.

Coverage score100/100Coverage labelbroad public coverageReview: Machine candidateAnalysis confidence81%

Policy profile rows are machine-candidate derived metadata. They are not final policy conclusions; inspect the linked claim evidence before reuse.

Analysis page-quality metadata is available at /api/public/v1/analysis/page-quality.json.

Exams

The University of New South Wales (UNSW Sydney) has 1 source-backed public claim for exams; deterministic analysis status: required.

RequiredMachine candidateConfidence82%Evidence1Sources1

Teaching guidance

The University of New South Wales (UNSW Sydney) has 1 source-backed public claim for teaching guidance; deterministic analysis status: recommended.

RecommendedMachine candidateConfidence80%Evidence1Sources1

Research guidance

The University of New South Wales (UNSW Sydney) has 2 source-backed public claims for research guidance; deterministic analysis status: recommended.

RecommendedMachine candidateConfidence80%Evidence2Sources2

Security and procurement

The University of New South Wales (UNSW Sydney) has 1 source-backed public claim for security and procurement; deterministic analysis status: required.

RequiredMachine candidateConfidence79%Evidence1Sources1

Coverage score measures breadth of public, source-backed coverage only. It is not a policy quality, strictness, legal adequacy, safety, or compliance score.

Evidence-backed claims

29 reviewed evidence-backed public claim

Other

UNSW uses a Levels of AI Assistance framework with six categories for assessments: No Assistance, Simple Editing Assistance, Planning or Design Assistance, Assistance with Attribution, Generative AI Software-based Assessments, and Not Applicable.

Review: Agent reviewedConfidence98%

原始证据

Evidence 1
The Levels of AI Assistance framework is designed to help convenors communicate to students how much, or how little AI can be used in the process of planning, creating and producing an assignment.

Other

UNSW defines six high-level categories for permitted AI use in assessments: No Assistance, Simple Editing Assistance, Planning/Design Assistance, Assistance with Attribution, Generative AI Software-based Assessments, and Not Applicable.

Review: Agent reviewedConfidence97%

原始证据

Evidence 1
Based on extensive feedback across UNSW, six high-level categories have been defined for assessments that include some degree of AI use, as well as an additional category for assessments where AI is unlikely to be used.

Other

Under UNSW's 'No Assistance' level, students are not permitted to use any generative AI tools, software, or service to search for or generate information or answers.

Review: Agent reviewedConfidence97%

原始证据

Evidence 1
This assessment is designed for you to complete without the use of any generative AI. You are not permitted to use any generative AI tools, software or service to search for or generate information or answers.

Other

At UNSW, the unauthorised or unacknowledged use of AI in assessments is classified as cheating and considered student misconduct under the Code of Conduct and Values.

Review: Agent reviewedConfidence97%

原始证据

Evidence 1
The unauthorised or unacknowledged use of AI in assessments is a form of cheating and is considered to be student misconduct at UNSW under the current Code of Conduct and Values.

Other

UNSW has published six AI principles: AI use must benefit UNSW and society; be equitable and respectful of human rights; be trustworthy, safe, and reliable; be transparent; be identifiable, explainable, and contestable; and be secure and resilient.

Review: Agent reviewedConfidence96%

原始证据

Evidence 1
The use of AI systems at UNSW benefits UNSW, individuals, society, and the environment. The use of AI systems at UNSW is equitable, and respectful of human rights, diversity, inclusivity, and accessibility. AI systems and their lifecycle at UNSW are trustworthy and are used responsibly, safely, and reliably in accordance with their intended purpose. The use of AI systems is transparent, and people understand when the AI system is engaging with or impacting them, the environment, and/or society. AI systems and their lifecycle used at UNSW are identifiable, explainable, interpretable, accountable, and contestable. AI systems and their lifecycle used at UNSW are secure and resilient.

Other

UNSW's first key principle for AI in assessment requires staff to be honest and transparent about the use of any AI tool where it would reasonably be expected that use of the tool would be disclosed.

Review: Agent reviewedConfidence96%

原始证据

Evidence 1
Be honest and transparent about the use of any AI tool where it would reasonably be expected that use of the tool would be disclosed.

Other

UNSW's second key principle for AI in assessment requires that any AI-based output must be reviewed with all due diligence before being released or relied upon, particularly to avoid bias and factual errors.

Review: Agent reviewedConfidence96%

原始证据

Evidence 1
Ensure that any AI-based output is reviewed with all due diligence before being released or relied upon. This is particularly important to ensure that you avoid bias and factual errors in the output.

Other

UNSW states that as a rule, markers must not use AI platforms for marking or grading student work.

Review: Agent reviewedConfidence96%

原始证据

Evidence 1
As a rule, markers must not use AI platforms for marking or grading.

Other

UNSW only authorises the use of Turnitin's AI Writing Detection Tool for detecting improper AI use in student work; UNSW IT has not approved other detection tools due to privacy and accuracy concerns.

Review: Agent reviewedConfidence96%

原始证据

Evidence 1
UNSW only authorises the use of Turnitin's AI Writing Detection Tool for detecting improper AI use. Students' work should not be uploaded to any other platform because: Only Turnitin has been approved by UNSW Cyber Security as protecting student privacy. The accuracy of other detection tools is extremely low.

Other

Where unauthorised AI use in an assessment is admitted or determined at UNSW, a finding of serious student misconduct is made as a breach of Principle 3 of the Student Code of Conduct, with penalties consistent with Serious Student Misconduct and Serious Plagiarism (typically 00FL for the course, suspension, or exclusion).

Review: Agent reviewedConfidence96%

原始证据

Evidence 1
Where the unauthorised use of AI in an assessment is admitted or determined, a finding of serious student misconduct is made – as a breach of Principle 3 of the Student Code of Conduct which states that students must act with integrity, honesty and trust. The penalties for a finding of this sort would be consistent with the penalties for Serious Student Misconduct and Serious Plagiarism – they would normally sit at 00FL for the course, suspension or exclusion depending on the matter.

Other

UNSW requires that students must follow assessment instructions regarding AI use, that what students present must be their own work, and that students must acknowledge all sources including AI as an external source using proper referencing.

Review: Agent reviewedConfidence96%

原始证据

Evidence 1
Students must follow the assessment instructions... What students present must be their own work... Students must acknowledge sources. Students should attribute all sources using proper referencing, unless the assessment nature or instructions exempt them from doing so. External sources that must be referenced include both the work of others and sources from digital or physical objects, with AI classified as an external source.

Other

UNSW College students may only use AI for an assessment if the instructions in the Course Outline permit its use.

Review: Agent reviewedConfidence96%

原始证据

Evidence 1
You may use AI for an assessment if the instructions in your Course Outline permit its use.

Other

UNSW College requires that if AI is permitted for an assessment, students must acknowledge and reference the AI tool using the referencing style for their course and program (e.g., APA Style Referencing 7th edition).

Review: Agent reviewedConfidence96%

原始证据

Evidence 1
If you are permitted to use AI for part or all of your assessment, you must: Acknowledge and reference the AI tool using the referencing style for your course and program. For example, APA Style Referencing 7th edition.

Other

UNSW penalties for unauthorised AI use in assessments may include a fail grade, a mark of zero for the course, suspension, or permanent exclusion.

Review: Agent reviewedConfidence96%

原始证据

Evidence 1
If you have been found to use AI in a manner that does not meet the course instructions, penalties may occur which would include a fail, a mark of zero for the course, suspension or permanent exclusion.

Other

UNSW advises students given permission to use AI in assessments to always clearly acknowledge that use when planning, designing, or writing their assessment.

Review: Agent reviewedConfidence95%

原始证据

Evidence 1
If you are given permission and wish to use AI in the process of planning, designing, or writing your assessment, you should always clearly acknowledge this.

Other

UNSW requires that when ChatGPT or other forms of GenAI are accepted as part of an assessment, academics must ensure the tools are easily accessible for all students with no physical, geographical, or financial restrictions.

Review: Agent reviewedConfidence95%

原始证据

Evidence 1
When ChatGPT or other forms of GenAI are accepted as part of an assessment, academics must ensure that they are easily accessible for everyone. There must be no physical, geographical or financial restrictions on students' use of the tool.

Other

UNSW's investigation process for suspected improper AI use involves five steps: initial sense-check, checking signs of AI writing, discussing with the student, contacting the School Student Integrity Adviser (SSIA), and referral to the Conduct & Integrity Office.

Review: Agent reviewedConfidence95%

原始证据

Evidence 1
Step 1: Initial checks... Step 2: Check the signs... Step 3: Discuss with the student... Step 4: Contact your SSIA for further assistance... Step 5: Contact the Conduct & Integrity Office

Other

UNSW states that students are entitled to use generative AI to the extent specified by course instructions or university rules, and that assessment instructions should set out acceptable use of AI tools.

Review: Agent reviewedConfidence95%

原始证据

Evidence 1
Students are entitled to use generative AI to the extent specified by the course instructions or university rules. All assessment instructions should set out the acceptable use of AI tools.

Other

UNSW College recommends Microsoft Copilot as the only generative AI platform for staff and students, as it provides commercial data protection and is the only platform recommended where generative AI use is allowed in coursework and assessment.

Review: Agent reviewedConfidence95%

原始证据

Evidence 1
UNSW College recommend that students use the College Microsoft Copilot AI Tool... Where the use of generative AI is allowed as part of coursework and/or assessment, this is the only generative AI platform recommended for UNSW College staff and students.

Other

UNSW provides academics with access to Turnitin's AI detection tool for assessments submitted through Moodle Turnitin Assignment or Inspera, but notes this is not always conclusive evidence of improper AI use.

Review: Agent reviewedConfidence95%

原始证据

Evidence 1
All academics marking assessments submitted through either Moodle Turnitin Assignment or Inspera now have access to Turnitin's new AI detection tool. This provides academics with an estimated percentage of text that has similarities to AI-generated or AI-paraphrased text. This is not always conclusive evidence that a student has inappropriately used generative AI, however, this will be a flag for a marker to further review a student's submission.

Other

UNSW classifies Grammarly, Quillbot, and translation tools such as Google Translate, DeepL, and Baidu Translate as forms of generative AI.

Review: Agent reviewedConfidence95%

原始证据

Evidence 1
It's important that students are aware of what tools use generative AI and may be inappropriate in an assessment. For example, Grammarly, Quillbot and translation tools such as Google Translate, DeepL and Baidu Translate are forms of generative AI.

Other

UNSW advises students not to include any personal or sensitive information in AI prompts, including addresses, names, emails, zID, or intellectual property, and recommends using Microsoft Copilot with a UNSW account for data privacy.

Review: Agent reviewedConfidence95%

原始证据

Evidence 1
Protect personal information. Do not include any personal or sensitive information in prompts, your own or other people's (i.e. addresses, name, emails, zID or intellectual property). For data privacy and protection, use Microsoft Copilot using your UNSW account

Other

UNSW has developed an AI capability framework for teaching staff covering common knowledge (what is AI, prompts, evaluating outputs), AI governance, ethical and responsible use, assessment and learning, and technology (Microsoft Copilot, Adobe Firefly, Scite.ai).

Review: Agent reviewedConfidence94%

原始证据

Evidence 1
To equip our staff to meet the university's evolving AI needs, UNSW has developed a framework that aims to guide staff with the knowledge and skills to navigate in an AI-driven academic environment.

Other

UNSW activated Microsoft Copilot with Commercial Data Protection for all staff and students with a zID in May 2024, providing a secure platform where sensitive information is stored and accessed only by authorised staff.

Review: Agent reviewedConfidence94%

原始证据

Evidence 1
In May 2024, UNSW activated Microsoft Copilot with Commercial Data Protection for all staff and students with a zID. The protected version provides staff and students with a secure platform to ensure that sensitive information is securely stored and accessed only by authorised staff.

Other

UNSW College permits AI tools for refining writing only when an AI assessment icon indicates it is allowed, for purposes including refining spelling and grammar, revising style and tone, improving clarity, improving vocabulary, checking similarity, assisting proofreading, and self-marking against a rubric.

Review: Agent reviewedConfidence94%

原始证据

Evidence 1
If an AI assessment icon says you can refine your writing with AI tools or as a copyediting tool, you may be permitted to use these tools for the following: Refine spelling and grammar. Revise style and tone. Improve clarity and coherence of writing. Improve vocabulary. Check your document for similarity to online sources. Assist in proofreading. Self-mark an assessment against a marking rubric.

Other

UNSW warns students that generative AI tools may produce invalid or unreliable information ('fabrications' or 'hallucinations') and advises them to verify the accuracy of AI outputs.

Review: Agent reviewedConfidence94%

原始证据

Evidence 1
Verify accuracy of AI outputs. GenAI tools could produce invalid or unreliable information ('fabrications' or 'hallucinations'). Book an appointment with the Academic Skills team if you need guidance.

Other

UNSW has an AI leadership group that serves as a clearinghouse for critical issues and strategic initiatives and plays a pivotal role in guiding enterprise decisions on AI.

Review: Agent reviewedConfidence93%

原始证据

Evidence 1
UNSW has an AI leadership group that serves as an overall clearinghouse for addressing critical issues and strategic initiatives. It plays a pivotal role in guiding enterprise decisions.

Other

UNSW has adopted Microsoft Copilot, Adobe Firefly, and Scite.ai as its approved AI tools for staff use.

Review: Agent reviewedConfidence93%

原始证据

Evidence 1
Identification and practical application of adopted AI tools at UNSW: Microsoft Copilot, Adobe Firefly, Scite.ai

Other

UNSW's AI Leadership Group endorsed and published principles on the Ethical and Responsible Use of Artificial Intelligence at UNSW in 2024, designed to regulate AI use, support a positive approach, and promote world-leading AI research.

Review: Agent reviewedConfidence92%

原始证据

Evidence 1
UNSW's AI Leadership Group has recently endorsed and published principles on the Ethical and Responsible Use of Artificial Intelligence at UNSW. These are to be used to steer and support the use of AI and generative AI appropriately at the University. UNSW aims to provide a safe and digitally secure environment relating to the use of generative AI, for both students and staff. The principles are designed to regulate the use of AI (including generative AI), support a positive approach to and promote world-leading AI research.

Candidate claims

0 machine or needs-review claim

Candidate claims are not final policy conclusions. They preserve source URL, source snapshot hash, evidence, confidence, and review state so the record can be audited before review.

Official sources

7 source attribution

Change log

Source-check timeline and diff-style claim/evidence preview.

View the public change record for this university, including source snapshot hashes, claim review states, and a diff-style preview of current source-backed evidence.

Last checkedMay 6, 2026Last changedMay 6, 2026Open change log

Corrections and missing evidence

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