Students are using AI to cheat on assignments, making it hard for teachers to assess genuine understanding.
Existing AI detection tools are often unreliable and can be bypassed; manual verification via conversation logs and reflections is time-consuming and burdensome for teachers.
Workarounds Described
- Teacher created multi-tab worksheet with AI Usage Declaration page requiring students to declare AI use and share conversation logs
- Teacher requires students to copy-paste a specific prompt to start AI conversation
- Teacher flags copy-pasted answers manually by checking document history
- Teacher requires written reflection on AI use
- Teacher warns students of zero grade if policy not followed
Implied Software Gaps
- Automated AI usage declaration and conversation log verification tool
- Automated detection of copy-paste behavior in digital assignments
- Automated compliance checking of AI conversation logs against teacher-defined prompts
EduIntegrity AI
EduIntegrity AI is a plagiarism and AI-cheating detection platform designed for educators. It automatically analyzes student submissions for AI-generated content, verifies AI usage declarations, and monitors conversation logs to ensure compliance with academic integrity policies. Unlike manual checks, it saves teachers hours of grading time while catching subtle cheating attempts.
- AI-generated content detection with confidence scoring
- Automated verification of AI conversation logs against required prompts
- Integration with Google Docs, Canvas, and other LMS platforms
- Student dashboard for submitting AI declarations and reflections
- Real-time alerts for copy-paste attempts or suspicious behavior
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