nice article(s), AI agent memory is still deeply unexplored, IMO it will become a critical space very soon (if it's not already). The biggest issue it's benchmarking memory systems: benchmarks are still quite immature because testing memory systems is intrinsically complex. Locomo, LongMemEval, etc do not cover all the use cases you listed there.