Search Results for author: Cailean Osborne

Found 3 papers, 0 papers with code

The AI Community Building the Future? A Quantitative Analysis of Development Activity on Hugging Face Hub

no code implementations20 May 2024 Cailean Osborne, Jennifer Ding, Hannah Rose Kirk

Second, we analyse a snapshot of the social network structure of collaboration on models, finding that the community has a core-periphery structure, with a core of prolific developers and a majority of isolate developers (89%).

Public-private funding models in open source software development: A case study on scikit-learn

no code implementations9 Apr 2024 Cailean Osborne

Through 25 interviews with scikit-learn's maintainers and funders, this study makes two key contributions.

The Model Openness Framework: Promoting Completeness and Openness for Reproducibility, Transparency, and Usability in Artificial Intelligence

no code implementations20 Mar 2024 Matt White, Ibrahim Haddad, Cailean Osborne, Xiao-Yang Liu Yanglet, Ahmed Abdelmonsef, Sachin Varghese

Generative AI (GAI) offers unprecedented opportunities for research and innovation, but its commercialization has raised concerns about transparency, reproducibility, and safety.

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