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cs.CL2026
AgentGUI: An Interface for Observing and Steering Long-Running AI Agents
Xuan Zhao, Jiwoong Sohn, Qinyue Zheng +1
AI agents are increasingly adept at tackling complex, long-running tasks. With the rapid surge of autonomous capabilities, human oversight is systematically lagging behind due to l…
cs.CL2026
Parametric Skills
Xuan Zhao, Haonan He, Qingyu Yang +5
Since intelligence fundamentally relies on efficient skill acquisition (Chollet, 2019), the ability to leverage skills is critical. For LLMs, skills, manually authored or extracted…