As AI shifts from training to inference and from single-task use to multi-agent collaboration, South Korea’s semiconductor industry is seeking to recast the market around memory rather than GPUs. South Korean academia and industry figures say the AI era will be defined by memory architectures, with the country aiming to build its own framework and challenge an order long dominated by Nvidia.