As AI development concentrates in a few countries and corporations, many nations risk missing out on the opportunities AI can offer. Sovereign language models provide local control, but greater collaboration among nations on compute power can expand access, enabling countries to fully reap the AI dividend. This panel will explore how international cooperation can unlock economic potential, enhance AI innovation, and ensure equitable access to AI resources. The discussion will focus on how to build shared AI infrastructure, fostering innovation, economic growth, and bridging the global AI divide.