Post #1010 2.04K Jun 28, 2026, 05:39 UTC 关于层出不穷的各式 AI memory system 的一些思考:我们应该把更多的精力放在设计更好的 eval 上,从而让最强的 memory system 进化出来https://linghao.io/posts/memory-systems-should-be-evolved linghao.io Evolving Memory Systems: An Eval-First Approach AI memory systems are often designed as architectural bets: vector stores, profiles, summaries, graphs, etc. This post argues for a different starting point: build longitudinal eval environments where systems without good memory cannot survive, then let better… 🤔 4