ProAgent: Harnessing On-Demand Sensory Contexts for Proactive LLM Agent Systems in the Wild

arXiv:2512.06721v2 Announce Type: replace Abstract: Recent studies have begun to explore proactive large language model (LLM) agents that provide unobtrusive assistance by automatically leveraging contextual information, such as in code editing and in-app suggestions. However, most focus on short,...