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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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