On July 30, 2026, NVIDIA officially launched its next-generation AI accelerator chip B300 at its annual developer conference in Los Angeles, with performance nearly 3 times better than its predecessor, driving a collective surge in the US AI semiconductor sector. This article provides an in-depth analysis of the impact of this event on the industrial chain and identifies key investment targets and ETFs to help investors seize opportunities in the US AI computing power sector.