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In 2013, I co-founded Light of Hope, an education company that runs an after-school programme for children aged 4-12 in Bangladesh. We built creativity workshops, moral education curricula and learning experiences for children who struggled in a rote-learning school system. The programmes wor...


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In most of the international development and social impact organisations I work with as a strategic AI advisor, the actual use cases of artificial intelligence are not normally based on formal policies or other top-down guidance. Rather, AI is more commonly used via ad hoc workarounds, a practice sometimes termed “shadow AI use.”

Staff are regularly using publicly avai...


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Rising rates of financial fraud in emerging economies threaten to undermine the promise of digitization and the economic gains it unlocks. But for women entrepreneurs, digital tools are...


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Multilateral development banks (MDBs) have spent the last decade building the foundations of digital economies across low- and middle-income countries (LMICs), by financing broadband networks, data centers, digital ID systems and regulatory frameworks. This work can help to make large-scale AI deployment in these markets a viable investment opportunity.

But laying the ...


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Despite years of emphasizing the need to reach underserved businesses, the impact investing sector is increasingly focusing on lower-risk opportunities. According to GIIN data, mature, publicly traded companies have drawn the


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