A recent World Bank report has revealed that Artificial Intelligence (AI) gains can lift three times as many people out of poverty in Ghana if the benefits are broadly shared. The report, part of the October 2026 Africa Economic Update, suggests that expanding access to affordable and reliable 5G or high-quality mobile broadband technology is crucial. This requires a strategy combining spatial concentration with broader economic integration.
The World Bank emphasizes that investments in digital infrastructure, electricity, digital skills, and computing capacity should be prioritized in productive urban centers and secondary cities. This approach can accelerate AI adoption and productivity gains due to agglomeration effects. At the same time, connecting these hubs to poorer rural and underserved areas through lower-cost feeder infrastructure and targeted digital services is essential.
According to the World Bank, ensuring that coverage translates into effective use will require complementary investments in reliable electricity, affordable devices, and data affordability. The decisive policy question is not how many people can be covered by a nominal network signal, but how many poor households can afford a suitable device, keep it charged, obtain reliable high-speed service, and use locally relevant AI applications.
The report highlights that AI is already transforming African economies, but the scale and distribution of the gains are still limited. Some early signals are encouraging, showing that African countries have become increasingly active in software development since the AI boom. For instance, Nigeria's GitHub developer base has expanded tenfold since 2020, and Ghana's has nearly eightfold, with new registrations accelerating after free AI coding assistants became available.
The World Bank's report stresses that if African countries make the transition to AI, it can become a platform for broad-based productivity growth and poverty reduction. However, if they do not, AI will amplify the advantages of those already connected. The report's findings are significant as the Annual World Bank and International Monetary Fund (IMF) meetings take place in Bangkok, Thailand.
The World Bank's recommendations for Ghana and other African countries involve prioritizing investments in connectivity, electricity, digital skills, and computing capacity in urban centers and secondary cities. These investments should be accompanied by targeted digital services and lower-cost feeder infrastructure to connect poorer rural and underserved areas.
The report's release coincides with Ghana's efforts to deepen cooperation with other countries in areas such as agriculture, healthcare, railways, and ICT. The World Bank's growth rate forecast for Ghana in 2026 remains at 4.8%, and the country is exploring ways to leverage AI and other technologies to drive economic growth and reduce poverty.
Key points
- AI gains can lift three times as many people out of poverty in Ghana if shared broadly.
- Expanding access to affordable and reliable 5G or high-quality mobile broadband technology is crucial for AI adoption.
- Prioritizing investments in connectivity, electricity, digital skills, and computing capacity in urban centers and secondary cities can accelerate AI adoption and productivity gains.
