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OPD excels at transferring reasoning skills over specific answers, revealing a nuanced relationship between teacher-student origins that can complicate multi-teacher setups.
FORT-Searcher achieves superior performance by synthesizing training tasks that actively resist shortcut exploitation, transforming how we train deep search agents.
Building agents that can reliably automate complex, multi-step workflows over local files and tools just got a whole lot easier.