Deep analysis of data center revenue trends, hyperscaler capital expenditure patterns, AI infrastructure spending cycles, and the evolving mix between training and inference workloads.
The market is splitting between hyperscalers developing custom chips and commercial operators relying on NVIDIA's ecosystem, creating new competitive dynamics.
How prescriptive regulation, geopolitical tensions, and autonomous agent risks are reshaping demand, product architecture, and risk-adjusted returns for semiconductor leaders.
