Intro political theory courses tend to be big, and The Prince is a favorite early assignment. It is short enough to assign in one week and rich enough to support a real argument. But a single prompt across 200 students means a mountain of essays landing on a handful of graders at once.

The scale creates predictable problems. Different teaching assistants read the same prompt in different ways. Some reward creativity while others reward tight structure. Students notice, and grade disputes follow.

Fixing this does not require more meetings. It requires a shared rubric, a short norming routine, and a plan for how feedback will be written so that students in different sections get comparable responses.

Professors also need to decide how much depth each essay actually deserves. A 1,200-word response in week three of a survey course does not need the same treatment as a senior thesis chapter.

Norming Before the First Essay Is Graded

Before grading begins, have every grader score the same three essays independently, then compare. The disagreements are the useful part. They show exactly which rubric rows are unclear and where extra guidance is needed.

• Choose three sample essays that represent high, middle, and low performance
• Have each grader score them on their own before any discussion
• Compare scores and talk through every difference of more than one level
• Rewrite any rubric language that caused confusion
• Save the samples so new graders can calibrate quickly later in the term

Making Feedback Efficient but Still Useful

In a big course, feedback has to be brief and targeted. Two or three comments per paper, tied to rubric rows, usually beat a full page of margin notes that students never read.

Comment banks help too. Graders can pull from a shared set of comments about common Machiavelli errors, then personalize the wording. It saves time and keeps the tone and quality aligned across sections.

Using AI to Support the Grading Team

AI grading tools give large courses a consistent first pass. They apply the same rubric to every essay, produce draft feedback, and highlight papers where the score seems out of line with the criteria.

Human graders remain in charge of final scores and of handling appeals. The point is not to replace teaching assistants but to reduce the time they spend on repetitive scoring so they can put more effort into the essays that need a careful read.