Literary analysis is one of the assignments most vulnerable to AI-generated writing, because a general-purpose chatbot can produce a fluent essay on almost any famous poem in seconds. Guo Moruo's The Goddesses is no exception, and teachers may encounter essays that mention the poet's passion, the May Fourth spirit, and the power of nature without ever engaging with a specific line. The result reads well on the surface but rarely holds up under close examination.

Generic analysis tends to share recognizable traits. It relies on broad claims that could apply to many poems, uses interchangeable transitions, and avoids precise quotations or tucks them in without explanation. These patterns are not proof of AI use, since struggling human writers also produce vague essays, but they are signals that deserve a conversation.

Teachers should be careful about relying on detection software, which can be unreliable and can falsely accuse honest students. A more dependable approach is to design assignments and grading practices that reward the kind of thinking a generic essay cannot easily fake. Close attention to specific language and personal engagement with the text is hard to outsource.

Design prompts that require specificity

Prompts that ask students to analyze a particular passage from the class's edition, to connect a poem to a specific discussion, or to respond to a classmate's interpretation are harder to answer generically. A prompt such as "Choose two lines from the poem we annotated on Tuesday and explain how they change your reading of the opening" ties the essay to the classroom. Specificity raises the quality of honest work and makes shortcuts less attractive.

• Require quotations from a specified edition with page or line references.
• Ask students to connect their argument to a class discussion or annotation.
• Include an in-class writing component that establishes a baseline voice.
• Use short oral check-ins where students explain their thesis aloud.
• Require a process portfolio showing notes, drafts, and revision decisions.

Grade for the features generic essays lack

A rubric that emphasizes precise textual evidence, original interpretation, and explanation of how language creates meaning naturally penalizes generic writing. Essays that stay at the level of broad claims will score poorly on their own, without any need to prove how they were produced. This keeps the conversation about quality and avoids accusations that are difficult to settle.

Teachers can also build in a requirement that students explain a choice, such as why they selected certain passages or why they rejected an alternative reading. These reflective details are personal and difficult to fake convincingly. They also reward students who are genuinely thinking.

Set a clear and humane AI policy

Students are more likely to follow expectations that are clear and reasonable. A policy might permit AI for brainstorming or grammar checks while prohibiting it for generating analysis, and it should explain the reasoning behind those boundaries. Providing examples of acceptable and unacceptable use removes ambiguity and reduces accidental violations.

When a concern arises, begin with a conversation rather than an accusation. Ask the student to talk through the essay, explain how they arrived at their argument, and point to the passages they discuss. A student who wrote the essay can usually do this easily, and the exchange often settles the question without conflict.

Use feedback tools in ways that support authentic writing

AI grading and feedback tools can play a constructive role when they are used to comment on student drafts against a rubric rather than to generate content. Students receive prompts for revision, such as noting unexplained quotations, and they must do the thinking and rewriting themselves. This keeps authorship with the student while still providing timely guidance.

Being transparent about how such tools are used also builds trust. When students understand that feedback is meant to help them improve their own analysis, not to replace it, they are more likely to engage honestly. The goal is to strengthen student writing, not to compete with it.