The AI Initiative aims to engage stakeholders to help shape global policy around addressing the challenges of developing and controlling artificial intelligence. Rapid improvements in machine learning, neuroscience, and high-performance computing are leading to new capabilities in AI that could benefit society but also pose risks. Both immediate and future actions are needed to ensure AI's promise is realized while managing its socio-political consequences, as computing systems are already outperforming humans in important tasks.