Paper: many dedicated agent memory systems score below naive retrieval over raw history on LongMemEval and others

RAG is so back! Another paper showing that plain RAG keeps winning the agent memory comparison. They show that many dedicated memory systems score below naive retrieval over the raw history on LongMemEval, PersonaMem, and MINT-Eval, while costing much more. They split a memory