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arXiv 2610.01257 · cs.CL · 2026-10-01

Science Utopia? Closed-Loop LLM Simulation of Academic Research Ecosystems

Yiqiao Jin, Yiyang Wang, Lucheng Fu, Bing He, Siheng Xiong, Yijia Xiao, B. Aditya Prakash, Josiah Hester and 3 more

Georgia Institute of Technology

In latest · #193 Added on 2026-10-21

One-line takeaway

SciUtopia simulates academic ecosystems with LLM agents: topic choice, collaboration, review, citation and funding.

SciUtopia 用大模型 Agent 闭环模拟学术生态:选题、合作、投稿、评审、引用和资助。

47HF upvotes
164GitHub stars
0Citations (Semantic Scholar)
53.1Buzz score

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Metadata from the arXiv API (verified); upvotes from Hugging Face Daily Papers; citations from Semantic Scholar. Last refreshed 2026-10-22.

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