World Bank to Africa: adapt AI, skip frontier models

The World Bank's argument lands as global AI investment is expected to hit $2 trillion this year, according to research firm Gartner, with tech giants racing to build computing power and infrastructure. Africa's position in that boom is currently narrow: the continent's main link is demand for minerals such as copper and cobalt, while few African companies are capturing cloud computing spending.

The scale gap is stark. Africa has 18% of the world's population but only 0.6% of global data-center capacity, the World Bank says, and just 5% of that is equipped for advanced AI workloads. Togo's language-collection effort is presented as a practical response: a model that cannot understand citizens' languages is of little use in delivering government services.

The prize the World Bank points to is productivity — from how farmers reach markets to how governments deliver services. It warns that without the infrastructure and energy to deploy AI, the technology is unlikely to add meaningfully to growth, even as the African Development Bank estimates inclusive adoption could add up to $1 trillion to the continent's GDP by 2035.