Nvidia Eyes Edge AI as Next Growth Frontier

Nvidia is positioning itself to dominate edge AI through its RTX Spark superchip, which could power on-device agentic AI in PCs and smartphones. The move comes as data center buildouts face bottlenecks in RAM, NAND, and power supply, making local AI processing increasingly attractive. The long-anticipated AI PC supercycle may finally be materializing, with smart prompt routing reducing reliance on cloud models. Analysts see Nvidia's edge push as a significant TAM expansion opportunity, with the stock viewed as a solid value at $200 per share ahead of fall product launches.