What happens when the numbers we trust to guide decisions start working against us? When a hospital is rewarded for patient throughput, not patient outcomes? When an AI tutoring system is measured by quiz scores, not genuine learning? When an anti-poverty programme is evaluated by beneficiary headcounts, not quality of life changes?
These are not hypothetical futures. They are present realities across Africa — and they are being embedded deeper into systems as AI adoption accelerates.
The July 2026 Learn & Launch Series brings together AI safety researchers, policymakers, legal experts, tech builders, and civil society advocates to grapple with one of the most practically urgent problems in applied AI alignment: reward hacking, and its particular dangers in fragile economy contexts.