Proof layer · lesson preview

Sample AI literacy lesson + parent safety notes.

A transparent look at how a student can use AI, question it, and still own the thinking.

Preview note: this page demonstrates the learning approach using material already described in the founding program. Exact exercises and tool choices may be refined before the cohort opens.
Sample lesson · Spot the Lies

Do not trust the polished answer. Test it.

The lesson goal is simple: the student learns that AI can sound certain and still be wrong, then practices a repeatable way to verify its claims.

01 · NOTICE

Read like a fact-checker

Identify which parts of an AI answer are factual claims, which are interpretations, and which would need a source before being used.

02 · QUESTION

Ask what could be wrong

Look for missing context, overconfident language, invented details, and assumptions hidden inside the response.

03 · VERIFY

Check outside the AI

Compare important claims with reliable sources rather than asking the same AI to confirm itself.

04 · EXPLAIN

Keep the judgment human

The student explains what changed, which evidence mattered, and why the final answer deserves more trust.

What students will and will not use AI for

AI supports the work. It does not become the student.

Ask sharper questionsTest ideasGet feedbackUnderstand hard conceptsFact-check claimsBuild a real project Not submit AI work as their ownNot share personal informationNot accept answers at face valueNot replace effort or judgment
Parent safety notes

Safety is taught before cleverness.

Boundaries in the sample

  • Use age-appropriate tools and follow each platform’s age guidelines.
  • Never put personal or sensitive information into an AI tool.
  • Use safe prompting and clear task boundaries.
  • Keep a parent or guardian informed about the tools being used.

What a parent can ask afterward

  • Which part of the AI response did you question first?
  • What evidence changed your mind?
  • What did the AI miss or oversimplify?
  • Which part of the final judgment is yours?
Founding cohort

Give your student rules before the habits set in.

Build Metacognition offers live, small-group AI literacy for students working around 5th-8th grade level.

See the classJoin the waitlist