What Teachers Need Before Students Meet AI
AI exists everywhere now, some may like it some may not. Teachers and parents may understand how AI helps in their own efficiency, but do they understand how it should be introduced and used in school?
Research focus: How AI should be introduced and used in education - how to equip teachers, students, and parents each with the policies, training, workshops, and knowledge they need to augment the future learning environment instead of destroying it.
The Questions I'm Trying to Answer
- When and where does AI belong in a child's education, and what has to come before it?
- What must a student be able to do unassisted before AI helps the learning rather than replacing it?
- Does AI shortcut the productive struggle that critical thinking depends on, or can it be set up to protect it?
- Who should write a school's AI policy, at what level, and are teachers actually in the room?
- What do teachers need - training, guidance, tools - before students meet AI, not after?
- How should restrictions be applied, to maintain an impactful learning environment while still allowing students to explore and experiment?
- How should parents be involved in limiting and guiding AI use to aid in their child's learning and growth, and what do they need to understand to do it well?
The closest evidence we have is about rolling out AI tools, not about teaching students what AI is and how to use it. Research on teaching AI itself is thin.
South Korea spent roughly $460 million on AI-powered digital textbooks and pulled the programme after about four months of backlash over inaccuracies, data privacy, and teacher workload. The Ministry of Education's own report, published February 2025, found no significant improvement in academic performance. The diagnosis was consistent across the coverage: the technology shipped before the teachers were trained.
Estonia's AI Leap ran the opposite sequence. The Ministry of Education and Research piloted it from 1 September 2025 with teacher training first and student tools second - 3,000 teachers, 20,000 students.
Meanwhile only 18% of US teachers have any formal guidance on AI at all, and 34% have none (RAND / Gallup / Walton, "Teaching for Tomorrow: Closing the Expectations Gap," fielded 9 February to 2 March 2026, n=2,069). Teachers in higher-needs schools were less likely to have guidance than those in wealthier ones.
What's Broadly Agreed
Set the noise aside and the mainstream guidance converges on a few plain ideas. AI is best understood as an engineered system, varying in autonomy, that infers from what you give it how to generate an output. Around that sit three broad points of agreement.
Keep it human-centered. AI should enhance, not replace, the educator; the connection a caring teacher provides cannot be automated. Students should work with, alongside, and without AI, so independent thinking is never quietly outsourced.
Teach AI literacy. The goal is understanding how these tools work, where they fail, and the ethics of using them, built up as an age-appropriate progression - from simply naming AI in everyday life in the early grades to questioning and auditing tools by high school.
Rethink academic integrity. The useful move is widening it past plagiarism and leaning on clear disclosure norms set with students, on a scale from no assistance to full co-creation, rather than on detection tools that misfire.
What I Ask Teachers
The interview runs differently by grade band. These are some important topics I ask about.
K-5At this age the student usually isn't the AI user. The teacher and the parent are. Students know of AI, but likely won't and shouldn't be using it much themselves.
| Does AI belong in your classroom at all yet, or is this a middle-school-and-up conversation? |
| What do you want a seven-year-old to believe about AI by the time they leave your class? |
| Have you seen a student treat an AI or voice assistant as a friend, or an authority? |
| Does AI change how you teach the fundamentals - handwriting, phonics, arithmetic, spelling? |
| Where does AI save you the most time? |
| What do parents ask you about AI, and what's the dominant emotion? |
| If you could write one rule for your school tomorrow, what would it be? |
| Which students benefit most in your classroom, and which benefit least or are harmed? |
6-8The transition band: first independent student use, and the first integrity questions.
| What are your students actually doing with AI right now, as best you can tell, and how do you know? |
| What's the gap between what your school policy says and what actually happens in your classroom? |
| Is there anything a student needs to be able to do unassisted before they're allowed to do it with AI? |
| What's the difference between a student using AI as a tutor versus a shortcut - can you tell from the work? |
| Critical thinking requires productive struggle; does AI shortcut it, or can it be set up to preserve it? |
| How do you currently handle suspected AI use in submitted work? |
| If you could write one rule for your school tomorrow, what would it be? |
| Which students benefit most, and does AI narrow or widen the gap between your strongest and weakest? |
9-12Whether AI belongs here is settled. Assessment integrity and critical thinking are most important.
| What are your students actually doing with AI right now, and how do you know? |
| Has AI changed what students think school is for? |
| What's the difference between a student using AI as a tutor versus a shortcut? |
| Critical thinking requires productive struggle; does AI shortcut it, or can it be designed to preserve it? |
| How do you handle suspected AI use, and has a false accusation happened to you or a colleague? |
| What are these students walking into - college, trade, workforce - and are you preparing them for a world where this is assumed? |
| If you could write one rule for your school tomorrow, what would it be? |
| Which students benefit most, and does AI narrow or widen the gap? |
Higher EdStudents are adults, policy lives at the syllabus level, and student agency is most important.
| What are your students actually doing with AI, and how do you know? |
| Has AI changed what students think a degree is for? |
| Do you use AI in your own research or writing, and does that affect what you think is fair to ask of students? |
| What does your discipline require a person to have internalized that AI can't supply? |
| Critical thinking requires productive struggle; does AI shortcut it, or can a course be designed to preserve it? |
| What is your course supposed to certify that someone can do, and is that still true if they used AI throughout? |
| How do you handle suspected AI use, and has a false accusation happened to you or a colleague? |
| If you could set one institutional rule tomorrow, what would it be? |
Findings
Summary of broadly-agreed guidance draws on the California Department of Education, "Artificial Intelligence (AI) in California,"cde.ca.gov/ci/pl/aiincalifornia.asp.