Future of work
Why data annotation is Africa’s fastest on-ramp into AI work
The model economy needs judgment more than code — and judgment can be taught at sixteen.
Read more →Insights
Insights
Field notes on teaching AI, data and software across the continent.
FEATURE PHOTO · SSS3 cohort demo day
Future of work
Why data annotation is Africa’s fastest on-ramp into AI work
The model economy needs judgment more than code — and judgment can be taught at sixteen.
8 min read
Read more →
Artificial intelligence
Evaluation is the new entry-level. Here is the rubric we teach
How we turn judgment into an assessable, gradeable skill.
Read more →Data
The skills our employer partners ask for that schools never teach
We surveyed 40 hiring managers. The gaps were not technical.
Read more →Student stories
From Primary 3 Scratch cat to a paid evaluation contract
Eleven years of one learner's record, in her own words.
Read more →Africa
Five cities, one curriculum: what we learned scaling across borders
Bandwidth, timetables and the myth of the standard classroom.
Read more →Education
Teaching data literacy with no laptops in the room
The unplugged methods our teachers use in the first six weeks.
Read more →Parents
What your Primary 4 child should actually be learning about AI
Not prompting. Not coding. Something far more durable.
Read more →