Viewpoints
AI, sovereignty and the cost of being misread
AI put Nigeria in the Sahara. The bigger error is how the world prices Africa.
A scrambled government map became a joke. The systems that misread frontier markets steer capital, policy and public services. That is not funny.
Hinsley Njila11 pagesOpinion

“Africa does not need special treatment from AI. It needs systems built to see the continent as it is, in its own languages, through its own evidence, with consequences attached to error.”
- $608bn
- in Sub-Saharan output at stake this decade
This is an argument, not a Kilwa score. It carries no rating, and nothing in it is investment advice. The scored research programme is published separately, with its methodology and inputs.

Get started
The research behind the argument.
Every position here rests on the same scored frame the platform runs on.
