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This article discusses the potential risks of using AI and ML systems in humanitarian contexts, particularly when it comes to data about children. Roxana Radu and Eugenia Olliaro make three recommendations for the humanitarian sector to become children-centred in the age of AI. These include the need for data protection safeguards, the need to ensure that AI systems are designed with the rights, needs, and realities of children in mind, and the need to ensure that AI systems are transparent and accountable.