Showing cs.AIShow all
2 papers · 1 filter
cs.AI2026
CoworkOS:Scaling Agent Coworkers for Real-world Automation
Jiajie Jin, Guanting Dong, Chengjun Pan +37
Rapid advances in cowork agents are shifting human-AI collaboration toward real-world automation, delivering software, designs, and other artifacts. However, such productivity work…
cs.AI2026
QREF: Improving DeepSearch Agents by Aligning Search with Reasoning via Query Refinement and Evidence Filtering
Yujia Chen, Yuhui Wang, Junzhe Wang +15
DeepSearch agents achieve strong performance on complex information-seeking tasks through iterative search and reasoning. However, they often issue intent-misaligned, under-constra…