Do Proactive Agents Need an LLM to Decide When to Act?

Xiaoze Liu, Ruowang Zhang, Amir H. Abdi +5

Proactive assistants continuously decide when to intervene and what context should support the intervention. Large language model (LLM) pipelines repeatedly interpret activity hist…