Science sandboxes measure the scientific capability of AI agents
This work instantiates science sandboxes, a framework for studying this capability in AI agents through repeated cycles of experimentation, feedback, and hypothesis revision, in two biological settings, models of regulatory genomics and protein fitness prediction, and examines the capabilities of frontier agents.