​THE FALSE FLAG

• Issue: Lack of Human Intervention. An AI plagiarism detector’s false positive unfairly accuses a student.

• Safeguard: Human in the Loop. Require human review of flagged work before disciplinary action or grade changes.

• Risk Level: High Risk. False accusations harm student trust, morale, and academic reputation.

• Decision: Mitigate. Enforce policy requiring evidence and educator review before any consequence is issued.