activity
20242026
most citedThe Model Openness Framework: Promoting Completeness and Openness for Reproducibility, Transparency, and Usability in Artificial Intelligence

17 citations · 49 across the 12 of their papers we have counts for

collaborators
Showing 2024Show all

9 papers · 1 filter

cs.CY2024

A Toolkit for Measuring the Impacts of Public Funding on Open Source Software Development

Cailean Osborne, Paul Sharratt, Dawn Foster +1

Governments are increasingly employing funding for open source software (OSS) development as a policy lever to support the security of software supply chains, digital sovereignty,…

cs.SE2024★ 3 cited

Measuring Software Innovation with Open Source Software Development Data

Eva Maxfield Brown, Cailean Osborne, Peter Cihon +4

Existing innovation metrics inadequately capture software innovation, creating blind spots for researchers and policymakers seeking to understand and foster technological innovatio…

cs.SE2024★ 1 cited

Characterising Open Source Co-opetition in Company-hosted Open Source Software Projects: The Cases of PyTorch, TensorFlow, and Transformers

Cailean Osborne, Farbod Daneshyan, Runzhi He +3

Companies, including market rivals, have long collaborated on the development of open source software (OSS), resulting in a tangle of co-operation and competition known as "open so…

cs.CY2024★ 5 cited

Why Companies "Democratise" Artificial Intelligence: The Case of Open Source Software Donations

Cailean Osborne

Companies claim to "democratise" artificial intelligence (AI) when they donate AI open source software (OSS) to non-profit foundations or release AI models, among others, but what…

cs.HC2024

The Future of Open Human Feedback

Shachar Don-Yehiya, Ben Burtenshaw, Ramon Fernandez Astudillo +17

Human feedback on conversations with language language models (LLMs) is central to how these systems learn about the world, improve their capabilities, and are steered toward desir…

cs.SE2024★ 16 cited

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

Cailean Osborne, Jennifer Ding, Hannah Rose Kirk

Open model developers have emerged as key actors in the political economy of artificial intelligence (AI), but we still have a limited understanding of collaborative practices in t…

cs.SE2024★ 3 cited

Systematic Literature Review of Commercial Participation in Open Source Software

Xuetao Li, Yuxia Zhang, Cailean Osborne +3

Open source software (OSS) has been playing a fundamental role in not only information technology but also our social lives. Attracted by various advantages of OSS, increasing comm…

cs.SE2024★ 3 cited

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

Cailean Osborne

Governments are increasingly funding open source software (OSS) development to support software security, digital sovereignty, and national competitiveness in science and innovatio…

cs.LG2024★ 17 cited

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

Matt White, Ibrahim Haddad, Cailean Osborne +4

Generative artificial intelligence (AI) offers numerous opportunities for research and innovation, but its commercialization has raised concerns about the transparency and safety o…