Why do universities need AI detection?
Universities need AI detection because AI-assisted writing can affect essays, research papers, admissions materials, and academic integrity cases. Detection is most useful when it supports faculty judgment with evidence and context.
How should universities handle flagged AI-writing results?
A flagged result should trigger a review process that considers drafts, citations, assignment policy, writing history, and the student's explanation. The detector should support the decision, not replace it.
Can AI detection work for research papers?
AI detection can help triage research papers, but reviewers should also examine sources, methods, citations, discipline-specific phrasing, and revision history before drawing conclusions.