Chip architects and ASIC design-services firms powering AI workloads — GPU designers (NVDA, AMD), CPU-ISA licensors (ARM), FPGA makers (LSCC), custom ASIC/XPU specialists (AVGO, MRVL, CBRS, INTC, QCOM), and pure-play hyperscaler ASIC design services (Alchip/3661, Global Unichip/3443) — whose silicon underpins AI training clusters, inference deployments, and AI-accelerated edge devices.