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🧭 Create a Schoolwide AI Policy Framework

 Here’s a clear outline of how a school can enforce differentiated AI policies across classes or assignments without chaos—focusing on consistency in expectations, communication, and accountability while still allowing subject-specific flexibility:


🧭 1. Create a Schoolwide AI Policy Framework

Instead of one rigid rule, develop a policy framework with these elements:

  • Core Principles (e.g., “AI should support—not replace—learning”)

  • Acceptable Use Categories:

    • Prohibited: Tasks where AI use undermines learning (e.g., generating entire essays).

    • Permitted with Attribution: Brainstorming, outlining, or revision support.

    • Encouraged: Coding help, data visualization, or simulations.

  • Require teacher discretion within this framework to define expectations per assignment.

  • Refer to established frameworks, like this one from Michigan Virtual.


🧾 2. Require Assignment-Level Disclosure

Teachers include an AI Use Policy section on each major assignment:

  • What AI use is allowed, encouraged, or prohibited

  • Whether AI-generated content must be cited or submitted alongside student work

  • Consequences for misuse (aligned with school policy)

This mirrors how citation expectations differ between a lab report and a history essay—students adapt as needed.


πŸŽ“ 3. Teach AI Literacy Schoolwide

Students can’t follow nuanced rules they don’t understand. Provide:

  • Grade-level appropriate lessons on how AI tools work

  • Examples of ethical and unethical use

  • Scaffolded practice using AI responsibly across subjects

This helps students see AI as a learning tool—not a cheat code.


πŸ” 4. Communicate for Transparency

  • Use learning management systems (LMS) and visual reminders to:

    • Post AI expectations clearly in classrooms and online.

    • Post AI expectations on each assignment

    • Track and log AI-related infractions

  • Avoid AI detection tools as a means to accuse students of cheating. Instead, grade the process and keep dialogue open.


πŸ§‘‍🏫 5. Train Teachers on Implementation

Offer PD that helps teachers:

  • Evaluate how AI interacts with their learning goals

  • Write clear AI expectations for different assignments

  • Share examples of appropriate use

  • Respond to AI misuse fairly and consistently

Encourage collaboration.


πŸ’¬ 6. Communicate With Parents and Students

Ensure consistent messaging through:

  • An AI policy section in the student handbook

  • Family info sessions or videos explaining how AI use may differ by subject

  • Schoolwide commitment to transparency over punishment

This builds trust and shared responsibility.


⚖️ 7. Create a Fair Process for Violations

Have a clear, tiered response for misuse:

  • First offense: restorative conversation + reteaching

  • Repeated misuse: parent contact + formal consequences

  • Ensure equity—don’t punish students for misunderstanding unclear expectations


🧩 Summary: Balance Structure + Flexibility

What’s Consistent What Varies
Ethical expectations AI use per subject
Process for disclosure Assignment-specific rules
Reporting mechanisms Learning goals
Consequences framework Use cases by grade level

Differentiated AI policies can work schoolwide if there’s:

  • A shared foundation

  • Clarity at the classroom level

  • Accountability that educates, not just punishes

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