Industry Analysis
NVIDIA’s RTX Spark launch at Computex Taipei signals a decisive pivot from cloud-centric to edge-native AI, co-developed with MediaTek using 3nm EUV. This forces a full-stack rethink—from OS-level task scheduling to on-device model compression—while deepening reliance on Taiwan, China’s semiconductor ecosystem. Jensen Huang’s pledge of $150B annual investment there cements TSMC dependency but heightens geopolitical fragility; any cross-strait disruption could cripple global AI hardware flows. Competitors will scramble: Intel may fast-track Lunar Lake AI PCs, AMD could repurpose MI300X IP for client devices, and Apple will double down on in-house NPUs. Within 18 months, agentic AI—not raw compute—will drive PC refresh cycles, but only firms controlling the chip-to-agent stack will capture real value.
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