Gulf states are investing heavily in AI infrastructure as part of their post-oil economic strategy, but can infrastructure alone deliver technological leadership? This analysis examines whether the Gulf's billion-dollar bet on becoming an AI hub can overcome environmental, geopolitical, and innovation constraints. The article was published by The National Interest on December 30, 2025.