SearchOS presents a system-level framework for robust open-domain information seeking with multiple agents. It models the task as relational schema completion with grounded citations, while Search-Oriented Context Management (SOCM) maintains a Frontier Task, Evidence Graph, Coverage Map, and Failure Memory. Pipeline-parallel scheduling fills newly available execution slots with unresolved coverage gaps. A Search Tool Middleware Harness records evidence and detects stalls or exhausted budgets, and hierarchical strategy and access skills help avoid repeated failures. The abstract reports that SearchOS leads all evaluated single-agent and multi-agent baselines on WideSearch and GISA, although detailed comparative numbers are not provided here.
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