DeepSeek and Peking University have launched Engram, a conditional memory system that decouples storage from computation in LLMs. Engram reportedly improves reasoning efficiency and scales across GPUs without increasing compute load, easing dependence on high-bandwidth memory and addressing global DRAM price pressures.