Considering data and artificial intelligence (AI) as global commons could be crucial in ensuring that these key technologies of the 21st century benefit all of humanity. However, efforts of AI development and governance across the world have so far been highly fragmented. This results not only in risks but also in missed opportunities. In GLOBAL TRENDS. ANALYSIS 3|2021, Amandeep Singh Gill describes how a holistic commons approach, shared vocabulary and values and digital public infrastructures could be powerful ways to better align the governance of AI globally and unleash its potential.