Some teachers assume that assigning a lesser-known novel like Derviš i smrt will protect them from AI-written essays, since students will not find ready-made analyses online. That assumption is only partly true. Modern AI tools can produce plausible essays about many books, and they may also invent details, which creates its own problems for the grader.

A telling sign in AI-generated essays on less familiar texts is accuracy. Generic writing may misname characters, confuse plot details, or describe scenes that do not exist. A teacher who knows the novel well can often spot such errors quickly, which is one reason deep familiarity with the assigned text remains valuable.

Detection alone, however, is an unreliable strategy. Automated detectors produce false positives, and accusing a student without strong evidence damages trust and can be unfair. A better approach is to design assignments and processes that make genuine work visible and reward it.

Designing Assignments That Reveal Thinking

Assignments that require specific, personal engagement with the text are harder to outsource. Ask students to analyze a particular passage discussed in class, to reference a class conversation, or to explain how their interpretation changed during reading. These requirements anchor the work in a shared experience that a generic tool cannot reproduce convincingly.

• Require a short in-class writing sample to establish each student's voice.
• Collect planning notes, outlines, and drafts as part of the grade.
• Ask for specific page references and passages chosen by the student.
• Include a brief oral check-in where students explain their argument.
• State clearly which uses of AI, if any, are permitted for brainstorming or editing.

Setting Clear Policies

Ambiguity is a major source of integrity problems. If a teacher has not explained whether students may use AI to brainstorm, outline, or check grammar, many will guess, and some will guess wrongly. A clear written policy that lists permitted and prohibited uses, with examples, removes the confusion and gives everyone a fair standard.

Explain the reasoning behind the policy as well. Students are more likely to follow rules they understand, and the explanation can focus on the value of developing their own analytical voice. This shifts the conversation from rule enforcement to learning.

Responding When You Have Concerns

If an essay seems suspicious, start with a conversation rather than an accusation. Ask the student to explain their argument, discuss a passage they cited, or describe how they wrote the paper. A student who did the work can usually do this easily, while one who did not often struggles.

Document your observations and follow school procedures, but avoid relying on a detector score as the sole evidence. Specific discrepancies, such as references to events that do not appear in the novel, are more persuasive and more fair. Treat each case with care, since the consequences for students are serious.

Grading Authentic Work More Efficiently

When assignments emphasize process, the volume of material to grade can grow, which makes efficiency important. Rubric-based tools can handle the routine evaluation of drafts, letting teachers focus on the conversations and judgments that safeguard integrity. Effective technology supports human oversight rather than replacing it.

The broader goal is to build a classroom culture where students want to do their own thinking. Transparent policies, meaningful assignments, and responsive feedback all contribute. These practices protect integrity while improving learning at the same time.