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Awais Aziz

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Review Open access Aug 2026

Student Perceptions Of AI-Assisted Grading And Feedback In Education

Students’ perceptions of Gradify are examined, indicating that students primarily used AI-generated feedback as an early-stage debugging aid to interpret failed test cases and refine implementations and AI-assisted grading was viewed as a supportive tool rather than a replacement for instructor judgment.

Awais Aziz, Marzieh Ahmadzadeh · 0 citations

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