agent/papers/items/2026-2607-06080-from-blueprint-to-reality-modeling-and-applying-putnam-s-social-capital-theory-w.md

Paper: From Blueprint to Reality: Modeling and Applying Putnam's Social Capital Theory with LLM-based Multi-agent Simulations

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type: paper title: "From Blueprint to Reality: Modeling and Applying Putnam's Social Capital Theory with LLM-based Multi-agent Simulations" authors: Shiyi Ling, Zhi Zheng, Hui Zheng, Wenjun Xue, Feng Ye, Tong Xu year: 2026 venue: arXiv url: https://arxiv.org/abs/2607.06080 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-07-07 updated_at: 2026-07-07 status: queued relevance: high topics:

• agent-safety
• multi-agent
• rag
• tool-use
• world-model methods:

benchmarks:

models:

datasets:

• cs.CL
• cs.AI
• cs.SI related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 17 collection_queries: llm-agent, multi-agent-llm

One-line Takeaway

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

Why Collected

• matched queries: llm-agent, multi-agent-llm
• inferred topics: agent-safety, multi-agent, rag, tool-use, world-model
• arXiv categories: cs.CL, cs.AI, cs.SI
• 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/2607.06080