agent/papers/items/2026-2605-12260-prism-pareto-efficient-retrieval-over-intent-aware-structured-memory-for-long-ho.md

Paper: PRISM: Pareto-Efficient Retrieval over Intent-Aware Structured Memory for Long-Horizon Agents

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type: paper title: "PRISM: Pareto-Efficient Retrieval over Intent-Aware Structured Memory for Long-Horizon Agents" authors: Jingyi Peng, Zhongwei Wan, Weiting Liu, Qiuzhuang Sun year: 2026 venue: arXiv url: https://arxiv.org/abs/2605.12260 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-05-12 updated_at: 2026-05-22 status: queued relevance: high topics:

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

benchmarks:

models:

datasets:

• cs.CL related_concepts:

related_jobs:

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related_projects:

collection_score: 17 collection_queries: language-agent

One-line Takeaway

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

Why Collected

• matched queries: language-agent
• inferred topics: agent-evaluation, memory, planning, rag, tool-use
• arXiv categories: cs.CL
• 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/2605.12260