On the Clock: Towards Punctual and Productive Time-Budgeted AI Agents

Aaron Wang, Neelabh Madan, Vlad Sobal +5

We study whether small LLM agents can operate effectively under explicit wall-clock time budgets by both respecting the allocated runtime and using available time productively. We…