Samsung has developed LPDDR5X-PIM, a new memory technology that integrates processing directly into commodity DRAM to deliver 614 GB/s of bandwidth for local large language model inference. While the hardware is fully functional, widespread deployment still faces software challenges related to quantization, memory layout, and runtime support.