【论文】Work Agents: Systems, Capabilities, and Optimization

arXiv 2610.35845 · 22 人推荐 · 附代码 EnjunDu/awesome-working-agent（2 stars）。As foundation models evolve from information generation to digital work execution, agents are increasingly capable of completing complex tasks across tools, applications, and workflows. However, existing research lacks a unified perspective on how agents reliably accomplish delegated work. To address this gap, we present a work-centric, system-level perspective that views work agents as systems combining foundation models and runtime harnesses to execute tasks in stateful workspaces and deliver