From what is, to what might be
"Possibility thinking" comes from education researcher Anna Craft, who spent a career studying how children move "from what is to what might be". The driving question of that move is the one on our door: What if?
Research-grounded resources for South African schools
What if your school had its AI policy before the incident, not after?
Two small words start every good change a school ever makes. whatiflab turns that question into practical, downloadable resources for school leaders, teachers, students and parents: policy packs, workshop kits and guides your school community can use this term.
Why this exists
AI walked into South African classrooms without an invitation
Learners are already using AI, at home and at school, whether anyone planned for it or not. Yet at the time of writing there is no national policy for AI in South African schools, and no South African institution whose whole job is AI and schooling. Health, agriculture, mining and finance all have national AI attention. Classrooms do not.
So the work lands on you: the principal, the SGB member, the teacher, the learner, the parent. You are expected to have a considered position on a technology that arrived faster than any circular about it.
whatiflab exists to hand you a considered starting point: documents that have already done the reading, so your school can adapt instead of author from a blank page.
The thinking
Grounded in possibility thinking, honestly told
Slow AI beats fast AI
Creativity researcher Ronald Beghetto distinguishes fast AI, taking the first polished answer and running, from slow AI: working with the tool deliberately, questioning it, staying in control. Our resources are built for the slow kind.
Share possibilities, not answers
Five words Beghetto suggests giving any chatbot, and the smallest unit of the whole philosophy. AI in a school should widen a learner's options, not replace the learner's thinking.
What we will not claim
We will not tell you possibility thinking is proven to raise creativity scores. The research evidence on creative pedagogies is genuinely inconclusive, and we would rather tell you that than sell you certainty. What the evidence does support: how AI is used matters more than whether it is used. That is what our resources are designed around.
The shop
Resources for the whole school community
AI in a school is never only a leadership question. It lives in the office, the staff room, the classroom and at the kitchen table, so whatiflab builds for all four. Every resource is a practical download your school can adapt and use. No subscriptions, no lock-in, no consultants required.
For school leaders · available now
The School AI Policy Template Pack
A complete, adaptable acceptable-use policy for AI in your school, written for South African schools, public and independent alike: POPIA awareness, the Schools Act, learners with and without devices at home.
- Full policy template, editable, in English and Afrikaans
- Parent letter and one-page learner agreement
- Staff guidance notes for the first term of use
- Written before the incident, so you are not writing it after
For teachers · available now
The School AI Practical Pack
Slow-AI techniques teachers can use on Monday: lesson planning with AI as a panel of colleagues, marking support that keeps the teacher's judgement in charge, and a ready-to-paste prompt library for classroom, study and home.
Plus a build-it-yourself staff session, made to run in a meeting slot with no outside facilitator. In English and Afrikaans.
Get the Practical PackFor students · in development
Slow-AI study guides
Honest, effective AI use for high school learners: a tool, not a shortcut. Exam prep where the AI asks the questions instead of answering them, essay work with AI as a panel of colleagues to argue against, and setups that share possibilities, not answers.
Because the learner who only collects answers is not the one who passes in November.
For parents · in development
Parent guides
What your children are already doing with AI, in plain language, and how to guide it at home: homework rules that actually hold, "what if" conversation starters for the dinner table, and how to spot fast-AI shortcuts before they become habits.
Short, honest and written for busy households, not for technologists.
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Questions, or a resource your school wishes existed? Write to admin@whatiflab.store.
whatiflab is built by 2xtwo, the South African practice behind bespoke AI systems and AI training for schools, parents and professionals.