Industry Analysis
NVIDIA’s Blackwell dominance has triggered structural strain across the AI supply chain—particularly in TSMC’s Taiwan, China-based 3nm EUV capacity and HBM4 memory allocation—leaving AMD struggling to scale MI450/MI455X deliveries despite Meta’s backing. U.S. export controls on AI chips to China could undermine NVIDIA’s $119B order book but may accelerate China’s domestic compute stack integration. AMD is likely pivoting toward edge AI and scientific workloads (e.g., Vera Rubin Observatory) using Dynamo 1.0’s efficiency edge to avoid head-on data center clashes. Over the next 18 months, interconnect bandwidth and performance-per-watt will define the next AI cluster standard: NVIDIA’s NVLink versus AMD’s Infinity Fabric. The winner-takes-all dynamic remains intact, but the runner-up’s window for relevance is rapidly closing.
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