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cs.SE2026
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…
cs.SE2026
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…
cs.CY2026
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…