arxivcs.AI2026-07-18
Just A Rather Very Intelligent Spoken Agent
Long-horizon AI agents are becoming increasingly capable, yet their interaction with users remains surprisingly thin. In most workflows, users give an initial instruction, receive only selective textual updates, and lose a clear sense of what the agent is doing or when to step in…