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Necessary, Not Sufficient: What $42.8 Billion in AI Capital Doesn’t Buy Emerging Markets
We traced USD 42.8 billion in AI capital across five emerging-market regions. 94% of it funds compute infrastructure. That is worth celebrating, and compute is necessary. But it does not, by itself, produce a local AI company, a usable dataset, a skilled workforce or an institution capable of buying and governing an AI system. Those things have to be financed separately, and right now, they largely are not.
Intelligent Pathways From Access to Agency
Access has scaled. Agency hasn’t. Investing in intelligent systems can address this gap while generating both financial and impact returns. Our Causes Since 2011, the share of adults with a financial account has jumped by 28 percentage points. Yet one core measure (whether a person can raise emergency funds within 30 days) has barely moved. In…
AI for Inclusive Growth
In less than 30 months, Artificial intelligence (AI) has become one of the most transformative technologies on Earth. This is also true in financial services, with the potential to extend financial access, reduce costs, and improve decision-making at an unprecedented scale. But this promise is not new. Those of us who have been building digital…
Designing AI that Serves the Mission
This second piece takes the conversation deeper: into the operational heart of institutions that carry public trust and developmental mandates. It is about design choices. It is about accountability. And most critically, it is about context. We explore here a quiet but powerful architecture called Retrieval-Augmented Generation (RAG)not as a technological novelty, but as a…
Compute Accounts for 91 Percent of Disclosed AI Commitments Tracked in Emerging Markets
Compute accounts for 91 percent of the USD 3.79 billion in AI commitments signed across five emerging-market regions from 1 August to 25 September 2026. One USD 3.1 billion loan drives the value; applications closed 15 of 25 deals.
Five Tests Every Inclusive AI Initiative Must Pass
Prateek Shrivastava | July 13, 2026 | Reporting from AI for Good 2026 in Geneva, Switzerland. I spent three days at the AI for Good Global Summit in Geneva, where more than 11,000 participants from 169 countries gathered alongside the first United Nations Global Dialogue on AI Governance and the World Summit on the Information…