Designing Gilman Assignments That Are Harder to Outsource to AI
Published on September 20th, 2026 by the GraideMind team
Ask any chatbot for an essay on "The Yellow Wallpaper" and you will get something tidy in seconds. The story is short, famous, and heavily discussed, which makes it easy to summarize and easy to imitate. Teachers know this and are looking for better ways to assign it.

Chasing detection is a difficult and often unreliable path. Software that claims to spot machine writing can produce false accusations, which harms students and damages trust. A more durable approach starts with the design of the assignment.
When the task asks for things a generic essay cannot supply, such as class-specific evidence or personal reasoning, the shortcuts become less useful. It also happens that these tasks are better teaching anyway.
Here are practical ways to build and grade assignments that reveal what each student actually thinks.
Anchor the Prompt in Your Classroom
Ask students to respond to a specific class discussion, an annotation they made, or a passage you selected. Generic tools have no access to that material. The more closely the prompt is tied to shared work, the more the essay has to reflect real engagement.
- Require quotations from a passage chosen in class
- Ask students to reference a specific discussion point or annotation
- Include a short process note explaining how the argument developed
- Use in-class drafting for the thesis and outline stage
- Add a brief oral check-in or conference on the finished essay
The best defense against copied work is an assignment that only the student can complete.
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When students submit planning notes, drafts, and revision comments, you see how their thinking evolves. A sudden jump in polish between draft and final is a reason for a conversation, not an accusation. Process points also reward the habits you want students to build.
Keep a baseline of each student's in-class writing. Familiarity with their voice helps you notice when something is off and lets you respond with questions rather than assumptions.
Be Careful With Accusations
No single signal proves that a student used AI. Polished prose, generic phrasing, and vague evidence can all come from a hardworking student too. Talk to the student, ask them to explain their argument aloud, and follow your school's academic integrity policy.
Set clear expectations early about acceptable AI use in your class. Students are more likely to follow rules they understand.
Using AI Openly Where It Helps
Not all AI use is a problem. Feedback tools like GraideMind are designed to support revision after the student has written something, which is a different role from generating the essay. Being transparent about that distinction helps students see AI as a coach rather than a ghostwriter.
Revisit your policy each term. Tools and student habits change quickly, and clear communication keeps the classroom honest.
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