Authorship, AI, and student responsibility
How Margin supports the writing without becoming the writer.
Margin uses AI to provide writing feedback. Its workflow is designed around learning and revision: the student makes the decisions, writes the language, and remains responsible for the work they submit.
Margin can question, notice, challenge, and guide.
It does not write the student’s essay.
What Margin controls
These are product and workflow commitments Margin can make accurately.
Feedback rather than replacement prose
Margin is designed to respond as a reader: identifying what the writing is doing, explaining why it matters, asking questions, and naming useful next steps.
No essay produced for submission
Margin does not generate a completed essay or provide passages intended for the student to paste in as their own submission.
Revision decisions remain with the student
Margin may identify a priority or point to a choice, but the student decides what to accept, reject, rethink, and write.
The student retains authorship and control
The student owns the ideas, experiences, structure, wording, and final decision about what is submitted.
A workflow built around learning
Prompts, ideas, drafts, feedback, questions, and revisions remain connected so each pass can support the student’s developing judgment.
Voice is treated as evidence, not a template
Margin looks for specificity, consistency, and meaningful choices without trying to make every student sound the same.
What Margin cannot promise
Institutional policies vary. Colleges, scholarship programs, schools, and instructors may define permitted assistance differently, and those policies can change.
AI-detection systems are unreliable. No service can honestly promise that writing is “impossible to detect,” that a detector will classify it correctly, or that a student faces no risk of questions or penalties.
Margin does not guarantee universal compliance. Using a feedback tool does not automatically satisfy every institution’s policy. Students must review and follow the rules that apply to each submission.
Student responsibility
Margin supports the process, but the student remains accountable for how the tool is used and what is submitted.
Authorship is a process, not a detector score.
A durable record of authorship is the student’s actual work: the prompt they interpreted, ideas they explored, drafts they wrote, feedback they considered, and revisions they chose to make.
Margin keeps that process connected because revision is how writers learn—not because any workflow can guarantee how an institution or automated system will evaluate a submission.