Definition
What AI-use transparency means.
AI-use transparency is an assessment design principle that asks learners to identify where, how, and why they used AI during a task. Instead of hiding AI assistance or relying only on detection, it makes AI use visible for reasoning, review, and grading.
Example
What it looks like in practice.
A student submits the final response plus prompts used, choices accepted or rejected, and a defense of their own reasoning.
How QLM implements it
Where it appears in QLM.
QLM supports AI-transparent assignment design through conversion workflows, process checkpoints, and oral defense patterns.
FAQ
Questions this page answers.
Is transparency the same as permission?
No. A course can define allowed and disallowed uses while still requiring disclosure.
Does it replace academic integrity policy?
No. It provides evidence that can support clearer policy and review.
Next step
Turn the category into a pilot.
Use this path when you want a pilot, research partnership, or product walkthrough.
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