GPUs outpace data center buildouts

AI chip generations (Nvidia et al.) are accelerating faster than the multi‑year timelines required to site, power, and commission hyperscale data centers. That mismatch can prompt major AI customers to skip or delay expansions, turning expensive, debt‑financed buildouts into stranded assets and creating cascading risks for suppliers, local grids, and investors. — If chip cadence routinely outstrips infrastructure timelines, governments and firms will face new policy questions about how to coordinate semiconductor roadmaps, power planning, and financing to avoid wasted capacity and financial shocks.