Let’s be honest—AI in schools isn’t slowing down anytime soon. It’s getting near impossible to prevent students from using AI at all, but really, is it fair for us to want to? With soft skills becoming the only durable skills in a rapidly changing job market, I don’t think go. So the question becomes, how do we support students in using AI tools responsibly, ethically, and meaningfully?
If you’re feeling overwhelmed, you’re not alone. But here’s the good news—you don’t need a district directive to get started. You can build a classroom AI policy that works for you, your students, and ideally, with your team. The process I’m outlining here is based on the structure I created in my AI Policy Workbook for my team, which walks us through thoughtful, equity-centered conversations about how to guide student use of these tools.
The Five Big Themes to Consider
Before setting expectations, it’s important to explore how students might use AI and where your boundaries lie. These five themes help frame the conversation:
- Content Creation vs. Content Enhancement
When does AI support student thinking, and when does it replace it? - Language Translation and Accessibility
How can AI help multilingual learners or students with IEPs, while still supporting your learning goals? - Text Comprehension and Processing
When can AI summaries or explanations support access without replacing the critical thinking and close reading students need to develop. - Problem-Solving and Organization
Is AI scaffolding helping students learn to organize, or becoming a crutch? - Study Support and Tutoring
How can we balance AI’s “just-in-time” support with building true independence?
These aren’t just theoretical—they’re the real-world issues we face every day when AI tools enter the classroom.
A Step-by-Step Approach to Building a Classroom AI Policy
Step 1: Reflect on Your Own Beliefs About AI in Learning
Start by considering your personal comfort level and beliefs. How do you see AI supporting learning in your classroom? What feels like crossing the line? This step builds awareness and helps surface assumptions before policies are set. In my workbook, I include reflection prompts that get at the heart of how we define thinking, creativity, and fairness in student work.
Step 2: Map Out What Feels Acceptable in Your Own Classroom
Now take it further: What kinds of student AI use would you allow, discourage, or outright prohibit? What additional use cases do you want to plan for? This is a good time to brainstorm—with peers, or even with an AI tool itself—to explore what different uses might look like in practice.
Think about real assignments your students complete. Where might AI show up in the process, and how would you respond?
Step 3: Align as a Team—Or At Least Compare Notes
This is where things get real. If you’re working with a grade-level or subject team, bring your reflections together. How aligned do you want your policies to be? Students benefit from shared expectations, but full consistency might not be necessary.
A stoplight model can help here:
- Green: Always okay (e.g., spell check, translating instructions)
- Yellow: Sometimes okay depending on task (e.g., summarizing, organizing ideas)
- Red: Not okay (e.g., generating full essays or answers)
Don’t forget to make time to plan how you’ll explain these policies to students. Framing them as guidelines for success—not punishments—makes all the difference.
Step 4: Revisit and Reflect
Plan a follow-up conversation a month or two into implementation. What’s working? Where are students confused? What use cases have come up that you didn’t plan for?
If you’ve been asking students to report when or how they’re using AI, that data can be a great jumping-off point for team discussion. It can help you identify trends or misunderstandings before they escalate.
Some teachers might come to the meeting ready to suggest updates. Others might just want to share experiences and hear what colleagues are doing. Either way, this step ensures your policy isn’t just set-and-forget—it evolves with your classroom.
Want Support Building Your Policy?
The AI Policy Workbook I’ve created walks teams through each of these steps with editable pages, team discussion prompts, and examples of how these themes might show up in your content area.
But even if you don’t grab the resource, I hope this post gave you a structure to start these important conversations. You’re the expert on your students—and that means your policy should reflect your classroom, not just tech headlines.
We’ve got this teacher friends.
