DataWorks 支持将 DLF、OSS、NAS 等多源数据注册为统一数据集，并基于 Lance 格式实现元数据标准化。系统自动解析图像、视频等非结构化数据内容，生成可理解的标签与描述信息，支持版本管理与血缘追踪，构建企业级多模态数据资产地图。
The agency has closed the deal with OpenAI, shortly after President Donald Trump ordered all government agencies to stop using Claude and any other Anthropic services. If you’ll recall, US Defense Secretary Pete Hegseth previously threatened to label Anthropic “supply chain risk” if it continues refusing to remove the guardrails on its AI, which are preventing the technology to be used for mass surveillance against Americans and in fully autonomous weapons.，这一点在服务器推荐中也有详细论述
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Network egress control — compute isolation means nothing if the sandbox can freely phone home. Options range from disabling networking entirely, to running an allowlist proxy (like Squid) that blocks DNS resolution inside the sandbox and forces all traffic through a domain-level allowlist, to dropping CAP_NET_RAW so the sandbox cannot bypass DNS with raw sockets.