Method

Memory

4 active · 3 unread

Explainers

Five tabs on Google’s Titans (arXiv 2501.00663): three memory systems and a surprise-driven rule for what gets remembered.

Separates conversational recall from experience reuse, then measures whether agents actually improve across a task stream.

Breaks memory into four testable competencies and shows every agent type still fails multi-hop conflict resolution.

The MemGPT lineage productionised — a working reference for memory blocks and self-editing context.