Using AI in Student Work? Here’s How to Handle Declarations and Rubrics

Using AI in Student Work? Here’s How to Handle Declarations and Rubrics

Simple templates for acknowledging AI use and assessing fairly in Aotearoa’s classrooms


Using AI in Student Work: Why This Matters

AI is here — and your learners are likely using it. Whether it’s to brainstorm ideas, summarise texts, or improve their writing, generative AI like ChatGPT is now part of many students’ learning ecosystems.

But what does this mean for assessment? And how can educators support integrity without turning into AI detectives?

This post offers two practical tools:

  • A sample AI Use Declaration learners can include with submissions
  • Two AI-integrated rubric examples for written and process-based tasks

📄 Part 1: Sample AI Use Declaration

This is a simple, honest statement that learners can copy, adapt, and include in their assessments.

🟢 Short Version (Minimalist Use)

“I confirm that I used ChatGPT to help brainstorm ideas and rephrase sections of this text. I reviewed and edited all AI-generated content myself. I take responsibility for the final submission.”

🟡 Medium Version (Process Acknowledgement)

“I used ChatGPT to generate a draft response to the question. I then edited the content using my own examples and added material from course readings. I have annotated any sections where AI contributed ideas or structure.”

Important: Encourage learners to treat this like referencing a source. It’s about transparency, not punishment.


🧰 Part 2: Sample Rubric Wording for AI-Aware Assessment

📘 Rubric 1 – Written Report (Level 4 or 5)

CriteriaAchieved (✓)Comments
Use of AI is acknowledged Clear, transparent, honest
Final work shows originality Includes learner voice
Edits to AI output are substantial Evidence of reflection or revision
Understanding of topic Goes beyond surface content

📘 Rubric 2 – AI-Supported Reflection Task

CriteriaAchieved (✓)Comments
Learner explains AI use What tool, why, and how
Critical thinking about AI Strengths, limits, or bias
Connection to course content Links AI use to learning
Personal response Own views or insights

🧭 Final Thoughts

AI doesn’t have to mean academic integrity is lost. With the right scaffolding, it can become a tool that strengthens critical thinking and transparency.

Feel free to adapt these templates for your context — or remix them into your own assessments and policies.


Using AI in Student Work and Want more?
Check out Ako Aotearoa’s full PDF guide on AI + Assessment (coming soon)


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Author: Graeme Smith

Graeme Smith is an educator, strategist, and creative technologist based in Aotearoa New Zealand. He builds GPT systems for education, writes about AI and teaching, and speaks on the future of learning. He also makes music. Available for keynote speaking, capability building, and innovation design. Learn more at thisisgraeme.me

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