Artificial intelligence is transforming the global workforce, but its impact may not affect all regions equally. Much of the conversation about AI and jobs focuses on high-income countries—where the technology threatens to reshape entire industries. But what will AI mean for workers in developing nations, who constitute 80 percent of the global workforce?
To better understand AI’s labor market impact in the developing world, in a recent paper we analyzed data from 25 countries, covering a population of 3.5 billion people. For workers in those countries, we assessed the level of AI exposure, which captures to what extent their jobs could be performed using AI. Our findings suggest that AI’s effects on jobs will be more gradual in the Global South, particularly in low-income countries.
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and optimistic yes. 1.8 billion students in the world should receive a good education. However, half of them do not achieve 

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