What Did the Agent Actually Do? Evidence-Grounded Oversight for Long-Horizon Agents

Zhongxiang Sun, Jiahao Yan, Hongkang Zhao +5

As agents take on long-horizon tasks, users shift from making individual decisions to overseeing autonomous execution. Yet the volume of agent activity and the fragmentation of sup…