The secret weapon behind DeepSeek V4's infinite context window.
Traditional LLMs suffer from "KV Cache" bottlenecks, limiting their context to fixed sizes (e.g. 128k). Engram Memory introduces a novel "Conditional Memory via Scalable Lookup" mechanism.
It acts like a human hippocampus, storing infinite "memory traces" (Engrams) effectively decoupling compute from memory capacity.