Student-led policy research
Policy for a technology we'll inherit.
We're a group of students in Hong Kong. We study how AI and economic policy are changing the city, and send around twenty recommendations a year to the government. We also teach AI and economics, for free, to primary school children from underprivileged families.
- ~20
- recommendations a year
- 350
- children taught
- 7
- partner schools
- 43
- student tutors trained

Policy
We write recommendations to the Hong Kong government, and have responded to every Policy Address and Budget consultation since 2024.
~20 recommendations a year
Read our policy work →Teaching
Free tutoring for primary school children, run by student tutors we train ourselves, in seven schools.
350 children taught
See our teaching →HK$50M
allocated to AI for All in the 2026–27 Budget, the kind of inclusive AI programme we'd been arguing for
86%
of our students have moved up at least one class band since 2024
Who we are
AI For Good was started by students in June 2023, and it's still run entirely by students. There are more than 35 of us now. We began outside school as an independent think tank, and since then we've teamed up with schools across Hong Kong. We do two things side by side: we write evidence-based recommendations for the government, and we teach the children who feel the effects of those decisions first. More about us →
What we're working on
- PolicyOur submission to the First Five-Year Plan for Economic and Social Development (2026–2030). We're arguing that AI funding should go where the need is, not just where programmes already exist.
- TeachingGoing back to Ho Man Tin Ling To Catholic School next year with a new group of tutors.
Latest work
- FlagshipAI for All: HK$50 million in the 2026–27 Budget
- ProposalThink First: Closing the AI Gap for Young Children Without Outsourcing Their Thinking
- ProposalRetrain Before Redundancy: Preventing AI-Driven Structural Unemployment in Hong Kong
- ModuleMathematics & AI
- ModuleEnglish & AI
- ModuleEconomics & AI
Who we work with
Ho Man Tin Ling To Catholic School · St. Barnabas' Home & Society · Kennedy Town School · 10% Organisation
Schools and organisations
If you work with children from underprivileged families and could use tutors, we'll bring the lessons, the tutors and the equipment.
Work with us →Students
We're recruiting at Victoria Shanghai Academy. If you're interested in policy, economics or AI, we'd love to hear from you.
Join us →