agent/papers/items/2026-2606-10532-activemem-distributed-active-memory-for-long-horizon-llm-reasoning.md

Paper: ActiveMem: Distributed Active Memory for Long-Horizon LLM Reasoning

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type: paper title: "ActiveMem: Distributed Active Memory for Long-Horizon LLM Reasoning" authors: Yunhan Jiang, Wenbin Duan, Shasha Guo, Liang Pang, Xiaoqian Sun, Huawei Shen year: 2026 venue: arXiv url: https://arxiv.org/abs/2606.10532 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-06-09 updated_at: 2026-06-09 status: queued relevance: high topics:

• agent-safety
• memory
• planning
• reasoning
• tool-use methods:

benchmarks:

models:

datasets:

• cs.AI related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 13 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-safety, memory, planning, reasoning, tool-use
• arXiv categories: cs.AI
• collection score: 13

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/2606.10532