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关于撰写 AI 供应链(AI-SC)综述的提议 #453

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@will-ww

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@will-ww

结合本周的 X-lab 2025 Roadmap 建议,提出撰写对应的 position paper 来推动后续的工作。

特别是在已有工作的基础之上,发展我们自己的特色工作,对推动后续的工作非常重要。

因此,我们首先需要设计一个整体框架综述,进而快速的推动这件事情。

我这边近期关注的几个视角包括:

1、开源 AI 治理相关

  • Openness in Artificial Intelligence Models
  • Towards a Framework for Openness in Foundation Models
  • The Foundation Model Transparency Index
  • Large Language Model Supply Chain A Research Agenda
  • Lifting the Veil on the Large Language Model Supply Chain: Composition, Risks, and Mitigations

2、开源 AI 运营数据相关

  • Analyzing the Evolution and Maintenance of ML Models on Hugging Face
  • Exploration of Hugging Face Models by Heterogeneous Information Network and Linking Across Scholarly Repositories
  • HFCommunity: A Tool to Analyze the Hugging Face Hub Community
  • Lessons Learned from Mining the Hugging Face Repository
  • On thes uitability of hugging face hub for empirical studies
  • The AI community building the future? A quantitative analysis of development activity on Hugging Face Hub

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