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Artificial intelligence (AI) is increasingly being explored to enhance access to health information and services. To guide the responsible use of AI in sexual and reproductive health and rights (SRHR) and beyond, high-quality, ethical research is essential. Drawing on a comprehensive scoping review on AI in SRHR, we present illustrative examples from published literature to underscore the need for meaningful research on the use of AI to advance SRHR.