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

no code implementations • 9 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 AI

no code implementations • 20 Mar 2024 • Matt White, Ibrahim Haddad, Cailean Osborne, Xiao-Yang, Liu, Ahmed Abdelmonsef, Sachin Varghese

Generative AI (GAI) offers unprecedented possibilities but its commercialization has raised concerns about transparency, reproducibility, bias, and safety.