Beyond Reactivity: Measuring Proactive Problem Solving in LLM Agents

Gil Pasternak, Dheeraj Rajagopal, Julia White +4

LLM-based agents are increasingly moving towards proactivity: rather than awaiting instruction, they exercise agency to anticipate user needs and solve them autonomously. However,…