The accelerated progress of machine learning presents both unprecedented opportunity and profound challenges for the world. As algorithms push toward artificial general intelligence, questions arise regarding governance and the shifting balance of worldwide power. Researchers contend with scenarios ranging from constructive improvement of human cap