NVIDIA's New Superchip Puts AI Inference First

NVIDIA unveiled RTX Spark, a unified processor that combines graphics and AI acceleration on one chip. Unlike traditional GPUs that treat AI as secondary, Spark treats it as a core function, allowing AI workloads to run on laptops without draining the battery. The design draws from three decades of NVIDIA's technologies—CUDA, RTX, DLSS—built into a single system.