agent/papers/items/2026-2606-24775-are-we-ready-for-an-agent-native-memory-system.md

Paper: Are We Ready For An Agent-Native Memory System?

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type: paper title: Are We Ready For An Agent-Native Memory System? authors: Wei Zhou, Xuanhe Zhou, Shaokun Han, Hongming Xu, Guoliang Li, Zhiyu Li, Feiyu Xiong, Fan Wu year: 2026 venue: arXiv url: https://arxiv.org/abs/2606.24775 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-06-23 updated_at: 2026-06-23 status: queued relevance: high topics:

• agent-evaluation
• memory
• planning
• rag
• tool-use methods:

benchmarks:

models:

datasets:

• cs.CL
• cs.DB
• cs.IR related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 17 collection_queries: agent-memory

One-line Takeaway

Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.

Why Collected

• matched queries: agent-memory
• inferred topics: agent-evaluation, memory, planning, rag, tool-use
• arXiv categories: cs.CL, cs.DB, cs.IR
• collection score: 17

Review Checklist

• Does this paper directly inform Agent architecture, evaluation, memory, tools, safety, coding agents, GUI/browser agents, or multi-agent workflows?
• Does it include a benchmark, dataset, code, or reproducible experimental setup?
• Should it be promoted from queued to skimmed or summarized?

Links

• arXiv: https://arxiv.org/abs/2606.24775