Short notes from the work — what we're learning as we go.

Forty educators and technologists met at the American Center Kampala to talk through what classroom technology actually requires from a teacher's day. The conversation kept returning to the same point: tech adoption is a school-leadership question before it is a hardware question.

Without an administrator championing a STEM hub inside the school, individual teachers either burn out trying to upgrade alone or quietly revert to chalk and textbook. The room agreed: training programs that don't include school heads tend to fail within a term.

Uganda's rural schools came up repeatedly. The gap is real, but the framing matters — rural educators don't need pity, they need infrastructure parity and a clear pathway from teacher certification through to local mentorship. That's what STEMCity's programs are designed around.

Most of Africa's secondary education is still optimised for standardised metrics: memorise, repeat, score, move on. The labour market underneath has already changed shape. The World Economic Forum projects 23% of jobs will look meaningfully different inside five years.

Banning AI in classrooms is a posture that won't survive the next two years. The students using it already know more than the policy banning it. The question worth asking instead is what skills cannot be replicated — judgement, ethical reasoning, the capacity to ask the right question — and how to centre those in the curriculum.

For teachers, that means structured time and investment in their own growth. You cannot ask an educator to model adaptive thinking while their week has no slack in it. Teacher development is the precondition for everything else.

The digital divide in rural Uganda is the product of three reinforcing gaps: spotty connectivity, scarce devices, and almost no consistent training pipeline for the teachers expected to use them.

Our work attacks all three. Mobile computer labs reach schools that won't have permanent infrastructure for years. Teacher certification programs treat educators as the multipliers they are. Community learning centres let practice continue after the program leaves, and mentorship gives students someone to ask after class.

None of this is novel. The novelty is in running all of it as a connected pipeline rather than as four disconnected pilots that each die at the funding boundary.