TechPowerUp revealed on June 2 that NVIDIA is already planning the 2nd and 3rd generations of RTX Spark, securing supply for "robust growth." The N2X and N3X roadmap points to a long-term play in on-device inference, with each generation increasing memory and compute to support larger LLMs and multimodal models on consumer devices.