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This research project explores the generation of certified quantum randomness through the framework of causal structures, focusing on scenarios ranging from bilocal, chain and triangle. By leveraging the intrinsic unpredictability of quantum mechanics, the study aims to develop protocols that produce random numbers secure against adversaries, even when the internalworkings of the devices are untrusted. The project will involve both theoretical analysis and experimental implementation. The outcomes are expected to contribute to the foundational understanding of quantum causality and have practical implications for secure quantum communication protocols and the development of reliable quantum random number generators.