机器之心编辑部DeepSeek 又发论文了。这一次，他们把重点聚焦到了一个很少被外界看到、却越来越影响 Agent 训练规模的地方：沙箱基础设施。论文标题：DeepSeek Elastic Compute (DSec): A Sandbox Infrastructure for Effective Agentic Training at Scale论文链接：https://arxiv.org/pd ...

文章浏览阅读802次，点赞4次，收藏6次。TL;DR：Jev 是美国 TypeSafe AI 公司于 2026 年 9 月 15 ...

文章浏览阅读140次。2026年9月1日到11日，海内外7家头部模型厂商迭代了新模型。过去大模型的升级周期以年计算，后来缩短到几个月，如今已经开始以周为单位。据OpenRouter平台数据，DeepSeek V4.1 Flash在发布24小时内被处理了约1万亿Token。当模型迭代进入“周更时代”，一个越来越尖锐的工程问题浮出水面：你的应用架构，跟得上这个节奏吗？

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DeepSeek Harness, DeepSeek's AI agent, installs on Mac and Windows without a terminal. A small task costs tens of shillings.

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