agent/papers/items/2026-2606-03544-sage-a-quantitative-evaluation-of-socialized-evolution-in-agent-ecosystems.md

Paper: SAGE: A Quantitative Evaluation of Socialized Evolution in Agent Ecosystems

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type: paper title: "SAGE: A Quantitative Evaluation of Socialized Evolution in Agent Ecosystems" authors: Linyue Pan, Yaoming Zhu, Lin Qiu, Xuezhi Cao, Xunliang Cai year: 2026 venue: arXiv url: https://arxiv.org/abs/2606.03544 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-06-02 updated_at: 2026-06-02 status: queued relevance: high topics:

• agent-evaluation
• planning
• reasoning
• tool-use methods:

benchmarks:

models:

datasets:

• cs.AI
• cs.CL related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 13 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, planning, reasoning, tool-use
• arXiv categories: cs.AI, cs.CL
• 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/2606.03544