智谱的 ZCode，已经支持 Work 模式了。 我发现，现在的办公 Agent，基本上有两条发展路线。 一条是像飞书、钉钉这样的产品，从原来的办公场景出发，逐步把 Agent 融入已有的工作流程。 另一条是像 Codex、Claude Code、ZCode 这样的 Coding Agent，逐渐把能力扩展到编程之外。 办公 Agent，大概率会成为新一代的 Office。 之前我就写过，国内几家 ...

10 月 24 日，Kimi 发布了 K3.1 系列的首款模型 K3.1 Pro。 按照官方介绍，这是一款三万亿级参数、最高支持百万 token 上下文的模型，在 K3 的基础上加大后训练投入，重点强化编码、3D 创作和金融研究。目前模型已接入 Kimi、Kimi Work、Kimi Code 和 API。 根据评测， K3.1 Pro 亮点集中在长程编程和工具辅助任务上。它在不同任务上的表现也有 ...

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