Foundations of Proactive Agents: Principles, Technical Layers, and Proactivity-Gym

Jio Oh, Seunghyun Do, Young-Jun Lee +2

Proactive LLM agents can turn idle compute into useful support before users ask. Yet even correct work can misread user context, impose review costs, or undermine trust. This work…