В России раскрыли планы армии в зоне СВО на весну и лето

· · 来源:dev门户

统计显示,截至3月底,包括商业银行、证券公司、基金管理公司、保险机构及信托公司在内的193家金融机构,共获得1761.69亿美元的投资配额。与去年5月底相比,本次新增额度为53亿美元。

Training such specialized models requires large volumes of high-quality task data, which motivates the need for synthetic data generation for agentic search. BrowseComp has become a widely-used benchmark for evaluating such capabilities, consisting of challenging yet easily verifiable deep research tasks. However, its reliance on dynamic web content makes evaluation non-reproducible across time. BrowseComp-Plus addresses this by pairing each task with a static corpus of positive documents and distractors, enabling reproducible evaluation, though the manual curation process limits scalability. WebExplorer’s “explore and evolve” pipeline offers a more scalable alternative: an explorer agent collects facts on a seed topic until it can construct a challenging question, then an evolution step obfuscates the query to increase difficulty. While fully automated, this pipeline lacks a verification mechanism to ensure the accuracy of generated document pairings. This is critical for training data, in which label noise directly degrades model quality. Additionally, existing synthetic generation methods have mostly been applied in the web search domain, leaving open whether they can scale across the diverse range of domains where agentic search is deployed.

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