Alphabet's capital expenditure guidance for 2026 surpassed market expectations, with indications of substantial further increases projected for 2027. This suggests the AI infrastructure investment cycle is still in its nascent stages, driving demand across the entire GPU, HBM, networking, power and cooling, and packaging supply chain.
Hyperscaler AI infrastructure demand is accelerating beyond current market models, making long-term supply capacity a critical valuation driver for semiconductor companies.