World literature courses ask students to write about works that many AI tools see far less often than Shakespeare or Dickens. A play such as Marin Držić's Novela od Stanca is a useful test case, because it combines a lesser-known author, a translated text, and a historical setting that students need to understand. Teachers evaluating an AI essay grader should check how it handles this kind of material.

The main question is whether the tool grades against your rubric or against its own assumptions. A good grader should let you define criteria, describe what each score band looks like, and then apply those standards consistently. If a tool only produces a generic score with no connection to your assignment, it will not serve a world literature class well.

Run a small pilot before adopting anything widely. Choose ten essays on the same assignment, grade them yourself, and compare your scores and comments with the tool's output. Look for patterns where the tool is too generous, too harsh, or blind to the interpretive moves you value.

Rubric alignment

Rubric alignment is the single most important feature. The tool should allow you to enter your own criteria and weights, and its feedback should refer back to them. This ensures that comments reflect what you taught instead of a one-size-fits-all view of good writing.

• Can you enter your own criteria, descriptors, and point values?
• Does feedback reference specific rubric language?
• Can you add assignment context, such as the prompt and reading list?
• Does it handle essays on translated or lesser-known works sensibly?
• Can you review and edit every comment before students see it?

Handling unfamiliar texts

Because Novela od Stanca is not a staple of every curriculum, an AI tool may know less about it than a teacher does. That is why assignment context matters so much. Supplying the prompt, key passages, and the interpretive angles you expect helps the tool evaluate essays more accurately.

Be cautious about tools that confidently comment on plot details they may have wrong. Spot-check feedback for factual accuracy, especially on specific scenes and characters. A tool that sometimes misstates the plot should be treated as a drafting assistant whose output always needs teacher review.

Teacher control and transparency

Grades carry real consequences for students, so teachers need to see why a score was given. Look for tools that explain their reasoning criterion by criterion rather than producing a single opaque number. Transparency lets you catch errors and defend your final grades if a student or parent asks.

The ability to edit is equally important. You should be able to change any score or comment before it is released, and the final decision should always rest with you. This preserves your professional judgment while still saving significant time.

Privacy and school requirements

Student writing is sensitive, so check how the tool stores and uses data. Ask whether essays are used to train models, how long they are retained, and whether the vendor can support your school's policies. These questions should be answered clearly in writing before any pilot begins.

If you work in a district, involve technology and curriculum leaders early. A tool that suits one teacher may still raise procurement or compliance questions at the school level. Early conversations prevent a promising pilot from stalling later.