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Machine learning in Uganda brings the power of risk financing to strengthen refugee and host community resilience

Machine learning in Uganda brings the power of risk financing to strengthen refugee and host community resilience Photo: Dorte Verner “We have to recognize that there cannot be relationships unless there is commitment, unless there is loyalty, unless there is love, patience, persistence.” This statement, by Professor Cornell West, drives a more difficult question: how do we measure and support ‘commitment’ between social groups so that a relationship’s loyalty, love, patience, and persistence is fostered? The cost of responding to violent conflict rather than preventing it is staggering. A recent joint United Nations-World Bank study found that a prevention approach in just five countries would save approximately $34 billion in lost gross domestic product per year. With the increased economic vulnerability of many countries due to the impacts COVID-19, preventing violent conflict, and its costs, is now more important than ever.

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