Academic transparency

State What the AI Actually Did, Not Just That It Was Used

A useful declaration names the tool, purpose, affected sections, material instructions, and human verification. It cannot make prohibited use acceptable, and it is not the same as a citation.

Templates reviewed 19 July 2026 · local rules take priorityNo policy-compliance certification
Tool · purpose · sectionsHuman verification recordedLocal policy beats a template

Based on

Process disclosure is broader than a citation

MLA separately explains how to describe AI use beyond citation, while the University of Queensland requires students to follow the rule for the specific assessment and acknowledge permitted use. We turn those principles into fill-in fields rather than presenting one statement as universal.

Sources: MLA Style Center and UQ; reviewed 19 July 2026.

Six fields in a useful declaration

Tool
The service and model or mode used, when known.
Purpose
Editing, translation, outlining, explanation, or another specific task.
Scope
The sections, paragraphs, tables, or stages affected.
Input
The material prompt or a concise description, without confidential data.
Verification
What the author checked, rewrote, sourced, and remains responsible for.
Date
When the tool was used and, where required and safe, a retrievable conversation link.
Based on
MLA + UQ; not VUST user data.
Best for
Permitted editing, translation, planning, and explanation.
Not ideal for
Hiding AI-authored work or bypassing an instructor's prohibition.
In short
Name the tool, task, scope of assistance, and your verification.

Three fill-in templates

Language editing

[Tool, model/mode] was used on [date] for language editing in [sections]. It did not create the underlying data or conclusions. The author checked the facts, references, and final wording and remains responsible for them.

Planning and ideas

[Tool] was used on [date] to generate outline options and questions about [topic]. Only author-reworked elements entered the final work. Sources were found, read, and cited separately.

Translation

[Tool] was used on [date] to produce a draft translation of [material/section] from [language] to [language]. The author checked terminology and meaning against the original and edited the final text.

Replace every bracketed field and check where your institution wants the declaration placed.

How to prepare your version

  1. 1. Check permission: Confirm that this use of AI is allowed for the specific assignment or publication.
  2. 2. Describe the actual role: State only what the tool really did, using a task-specific description.
  3. 3. Name the affected scope: Identify the sections or stages so the boundary of assistance is visible.
  4. 4. Record human verification: List the facts and sources you checked and the edits you made yourself.

Frequently asked questions