AI for Grading Support Without Automated Final Grades

AI Can Support Grading Work, But Should Not Own Final Grades

Teachers can use AI to organize rubric notes, draft feedback, summarize patterns, and prepare review comments. AI should not independently assign final grades, determine student outcomes, or replace teacher responsibility.

Useful Grading Support Workflows

• Draft feedback comments connected to a rubric.
• Summarize common strengths and improvement areas across assignments.
• Create review questions for teacher grading consistency.
• Organize teacher notes into student feedback drafts.
• Prepare rubric language for teacher review.

Keep Final Judgment With the Teacher

Grading affects student progress, confidence, records, and opportunities. AI-assisted grading support should be reviewed for accuracy, fairness, bias, privacy, school policy, accommodations, and teacher judgment before use.