Industry Analysis
NVIDIA’s synergy between GPU architecture and 3nm EUV manufacturing has turned AI infrastructure into a capital-intensive, rentable asset class, forcing large-model firms into high-cost tenancy. Technologically, this accelerates adoption of chiplet and optical I/O to reduce single-supplier risk. Regulatory shifts—U.S. export controls and the EU AI Act—are inflating geopolitical costs, especially for non-U.S. players like Anthropic struggling to secure stable H100 access. In response, AMD and Taiwan, China’s TSMC are co-building an MI300X ecosystem targeting a viable alternative stack by 2027. Over the next 18 months, if OpenAI or Anthropic fail to justify IPO valuations against annual compute bills exceeding $10B, expect MaaS model collapses or consolidation. The real winners will be vertically integrated players controlling advanced packaging capacity and power-chip co-planning.
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