6 papers
Structuring license permissiveness from pairwise comparisons
Hamidah Oderinwale, David Atkinson, Rachel Hong +2
Licenses are legal instruments that inventors rely upon to protect the technologies they build and regulate how they are used---however, the nature of their authorship and selectio…
Agent trajectories as programs: fingerprinting and programming coding-agent behavior
Hamidah Oderinwale
Benchmark scores tell you what an agent got right; they do not tell you how it got there. In this work, we introduce methods for comparing agents procedurally in different contexts…
The Economics of AI Training Data: A Research Agenda
Hamidah Oderinwale, Anna Kazlauskas
Despite data's central role in AI production, it remains the least understood input. As AI labs exhaust public data and turn to proprietary sources, with deals reaching hundreds of…
Anatomy of a Machine Learning Ecosystem: 2 Million Models on Hugging Face
Benjamin Laufer, Hamidah Oderinwale, Jon Kleinberg
Many have observed that the development and deployment of generative machine learning (ML) and artificial intelligence (AI) models follow a distinctive pattern in which pre-trained…
Procedural Knowledge Libraries: Towards Executable (Research) Memory
Hamidah Oderinwale
Procedural Knowledge Libraries (PKLs) are frameworks for capturing the full arc of scientific inquiry, not just its outcomes. Whereas traditional libraries store static end product…
Future and AI-Ready Data Strategies: Response to DOC RFI on AI and Open Government Data Assets
Hamidah Oderinwale, Shayne Longpre
The following is a response to the US Department of Commerce's Request for Information (RFI) regarding AI and Open Government Data Assets. First, we commend the Department for its…