SearchOS-V1: Towards Robust Open-Domain Information-Seeking Agent Collaboration
SearchOS makes search progress a shared state so agent teams stop circling failed queries.
The paper frames open-domain research as filling linked tables with cited evidence, rather than letting each agent carry progress in its prompt. Its context system tracks frontier tasks, evidence, coverage gaps, and failed attempts. A scheduler keeps sub-agents working on unresolved gaps, while middleware records evidence and reacts to stalls or budget exhaustion. The authors report SearchOS leading evaluated baselines on WideSearch and GISA. HF Daily Papers' note
The paper frames open-domain research as filling linked tables with cited evidence, rather than letting each agent carry progress in its prompt. Its context system tracks frontier tasks, evidence, coverage gaps, and failed attempts. A scheduler keeps sub-agents working on unresolved gaps, while middleware records evidence and reacts to stalls or budget exhaustion. The authors report SearchOS leading evaluated baselines on WideSearch and GISA. HF Daily Papers' note
score 5