Beyond Reactivity: Measuring Proactive Problem Solving in LLM Agents. - Gil Pasternak; Dheeraj Rajagopal; Julia White; Dhruv Atreja; Matthew Thomas; George Hurn-Maloney; Ash Lewis (CoRR, 2025)