
The move toward a unified memory architecture in the RTX Spark platform allows laptops to utilize up to 128GB of LPDDR5X RAM, effectively removing the VRAM barriers that often limit local AI development. Professional workstations have undergone a paradigm shift as users transition away from cloud-dependent processing toward edge-based intelligence that offers lower latency and higher security for proprietary data










