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agent/papers/items/2026-2607-06080-from-blueprint-to-reality-modeling-and-applying-putnam-s-social-capital-theory-w.md
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# Paper: From Blueprint to Reality: Modeling and Applying Putnam's Social Capital Theory with LLM-based Multi-agent Simulations
---
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