CASE: Cost-Aware Stopping for Efficient Long-Video Agents

Yiming Du, Chenghao Liu, Zhiyuan Liu +4

Long-video agents can actively gather question-relevant evidence, but they typically leave a central decision implicit: when has the agent seen enough to answer? We propose CASE, a…