Artificial-Intelligence Grading Assistance for Handwritten Components of a Calculus Exam

Gerd Kortemeyer, Alexander Caspar, Daria Horica

We investigate whether contemporary multimodal LLMs can assist with grading open-ended calculus at scale without eroding validity. In a large first-year exam, students' handwritten…