Dr. Rob Furman
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Free classroom resource

AI Literacy for Students: Teach Them to Question the Answer

Students need more than a list of forbidden tools. They need practice spotting errors, checking sources, and explaining what work is their own. Here is a short lesson and an agreement you can adapt to your school’s rules.

Use the lessonAdapt the agreement

Four habits

What does AI literacy look like in class?

A student can ask a useful question, test an output against evidence, notice whose needs it overlooks, and explain what assistance they used. These habits matter whether the answer comes from a chatbot, a search summary, or an AI feature inside another product.

  • Ask what it knows: An AI response may sound certain even when it is wrong or missing context. What source would let you check it?
  • Find the missing voices: Whose experience or perspective is absent? Who might be affected by the answer?
  • Show your process: Name where AI helped and show the thinking, sources, drafts, or revisions you did yourself.
  • Protect people: Do not put a classmate’s private information, images, or work into a tool without permission and school approval.

For younger students, a teacher can demonstrate with a projected example and no student accounts. Older students can compare outputs under the school’s approved tool and age rules.

Ready to teach

A 40-minute AI literacy lesson: “Sounds right” is not evidence

Objective: Students evaluate a generated answer using a trustworthy classroom source and explain one correction. The teacher prepares the sample; students do not need AI accounts.

  1. Prepare: Select a familiar topic and a short source, such as a science text or primary document. Write a plausible AI-style paragraph with two true statements, one unsupported statement, and one invented citation. Label it as a practice example you created.
  2. 0–5 minutes: Ask, “Which sentence sounds most convincing? What would prove it?” Gather answers without confirming them.
  3. 5–15 minutes: Students annotate the paragraph in pairs: verified, contradicted, or not established by the source. They mark the citation for checking too.
  4. 15–25 minutes: Give students the source. They locate evidence and rewrite one sentence accurately, or state that the source cannot settle it.
  5. 25–35 minutes: Discuss how an invented citation can look real. Ask who would be harmed if the unverified claim were repeated.
  6. 35–40 minutes: Exit ticket: “I would check ___ before using this answer because ___.”

Assess: Look for a specific source-based correction and a clear explanation. The goal is a checking habit, not memorizing a list of AI failures.

Adaptable classroom text

A simple student AI use agreement

Use these statements as a discussion draft. Match the final version to your school’s policy, approved tools, and the age of your students.

  1. I will follow my teacher’s directions about when AI is allowed for each assignment.
  2. I will do the thinking and skill practice the assignment is meant to assess.
  3. I will check important facts, quotations, and citations against real sources.
  4. I will describe how I used AI when my teacher asks, including what I changed or rejected.
  5. I will protect my own and other people’s private information.
  6. When I am unsure, I will ask before using a tool.

Teacher note: Define “allowed” for each task. “You may brainstorm questions” is clearer than a blanket “AI is okay.” Let students demonstrate learning in ways that make their process visible.

Go deeper

UNESCO’s AI competency framework for students provides a broader view of student knowledge, skills, and values. See also the teacher workflows, the school guidance starter, and the main AI in Education guide.