
$500B–$700B AI Infrastructure Bet Puts Global Supply Chains at Systemic Risk
Hyperscalers worldwide are set to deploy $500B–$700B in AI infrastructure in 2026 — one of the largest synchronized capital cycles in tech history. The bet assumes enterprise AI adoption accelerates fast enough to monetize a decade of fixed costs. If adoption stalls, write-downs will ripple from chip fabs in Asia to data center REITs across three continents.



