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Nature, Published online: 05 March 2025; doi:10.1038/s41586-025-08593-zAnalysis of gravitational waves from merging binary neutron stars was accelerated using machine learning, enabling full low-latency parameter estimation and enhancing the potential for multi-messenger observations.