With international agencies increasingly touting AI as a technological fix for the economic travails of the Global South, a critical stock-staking of such proposed strategies is the need of the hour. Can the entrenched structural problems of Africa really be overcome by the emergent ‘AI-for-Development’ mantra and what might be the wider failings of such a vision? This piece delves into such questions.