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There are now pressing issues that such encoded regulation brings about for citizens and society, and strategies to mitigate these issues are required. However, <jats:italic>comprehensive yet practically operationalizable<\/jats:italic> frameworks to navigate the complex interactions and evaluate the risks of projects that implement APR are not available today. In this paper, and based on related work as well as our own experiences, we propose a framework to support the conceptualization, implementation, and application of <jats:italic>responsible<\/jats:italic> APR. Our contribution is twofold: we provide a holistic characterization of what responsible APR means; and we provide support to operationalize this in concrete projects, in the form of leading questions, examples, and mitigation strategies. 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