The U-shaped law gives the answer

DeepSeek Engram Interpretation: Use O(1) to search for conditional memory to add a "new sparse axis" to large models

1. Abstract Engram is an open-source "Conditional Memory" module from DeepSeek, and the core idea is to add an extensible form-lookup memory primitive...