Syllabus policies are broad by design. Assignments are where students actually decide what to do. A short AI permission statement on each assignment can prevent the common problem where students remember that “AI is allowed” but forget what kind of work the assignment is trying to assess.
Each assignment gets a small AI permissions block with three parts:
This keeps policy language close to the moment of action. It can also help instructors notice when an assignment’s AI rules are unclear because the learning goal itself needs sharpening.
Reusable assignment block
AI use for this assignment
You may use AI to: [brainstorm possible topics / ask clarifying questions / generate revision suggestions / compare interpretations].
You may not use AI to: [write the central analysis / choose evidence for you / fabricate sources / replace the required reading].
Your submission must show: [specific engagement with course texts / your own interpretive claim / a revision memo / an AI use note / evidence checked against reliable sources].
This policy move recognizes that AI integration is not only a course-level question. It is also an assessment question. If an assignment is designed to see whether students can perform close reading, the AI rule can protect that skill. If the assignment is designed to evaluate AI output, the rule can require AI use and specify how students will critique it.
The structure also gives students a practical checklist. They do not have to infer the instructor’s intent from a general statement written weeks earlier.
Too much detail can backfire
Assignment-level policy language should be short. If every assignment contains a full legal code, students will stop reading it. The goal is to clarify the learning boundary, not list every possible tool behavior.
The most useful phrase is often “may not replace.” It lets the instructor name the protected intellectual work without pretending that every permissible and impermissible tool use can be anticipated.
I would create three reusable blocks: one for no-AI skill practice, one for AI-supported drafting, and one for AI critique. Most assignments can start from one of those and be modified in a sentence or two. That makes the policy easier to sustain over a whole semester.