Author(s): Je-hyun Lee, Taihoon Kim, Yong-Chae Chung
2025年底，西延高铁开通，复兴号开到宝塔山下，延安苹果坐上高铁。“客户来果园实地看果品，成本大幅降低。”陕西洛川县果商杜王军说。
，更多细节参见heLLoword翻译官方下载
Beyond the funding round, OpenAI has announced strategic partnerships with both NVIDIA and Amazon. This will involve Amazon Web Services (AWS) running OpenAI models for enterprise customers to "build generative AI applications and agents at production scale." It also names AWS as the exclusive third-party cloud distribution provider for OpenAI Frontier, which is an agentic enterprise platform.
The main lesson I learnt from working on these projects is that agents work best when you have approximate knowledge of many things with enough domain expertise to know what should and should not work. Opus 4.5 is good enough to let me finally do side projects where I know precisely what I want but not necessarily how to implement it. These specific projects aren’t the Next Big Thing™ that justifies the existence of an industry taking billions of dollars in venture capital, but they make my life better and since they are open-sourced, hopefully they make someone else’s life better. However, I still wanted to push agents to do more impactful things in an area that might be more worth it.
在工程写作里，Mermaid 更像是一种“可维护的图”。这里的玩法是：用 Ling Studio（更推荐 Ring-2.5-1T）或 Tbox（Ling）生成 Mermaid 代码块，然后把它作为图表源码嵌进 Tbox 的文档里；如果你的 Tbox 编辑器不支持直接渲染 Mermaid，就把 Mermaid 代码粘到在线渲染器里导出图片/截图，再回填到文档中。