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aatventure
DeepSeek just introduced Engram, a new module that gives LLMs something they’ve been missing: instant memory lookup. Instead of recomputing the same phrases and facts over and over (even in MoE models),
Engram stores common patterns in a memory table and retrieves them instantly, freeing the backbone to focus on real reasoning. The result: better performance across knowledge, reasoning, and long-context benchmarks, without increasing activated compute.