引言：三起通报，和一个被说破的幻觉 9 月 16 日，国家安全部通报了三起失泄密案例。 第一起：某科研单位 OA 系统长期忽视漏洞修补，病毒库没能及时更新，境外黑客顺着防护短板进了服务器，植入木马，大量重要数据被窃取倒卖。

先问你一个问题。你有没有遇到过这种情况：让Claude或者GPT帮你处理一个任务，比如"根据这段采访录音和几张产品图，帮我做一份宣传海报和一个短视频"，结果它告诉你,"抱歉，我无法处理音频文件",或者"我无法生成视频"?这不是模型不够聪明。GPT-5.6 Sol和Claude Sonnet ...

最近看到的一篇文章，就从这个角度重新梳理了 React、HTMX、LiveView 等前端方案。而更有意思的是，Solid 2.0 正在尝试把这些能力放进同一个架构模型里。 做前端这么多年，应该很难没遇到过这样的争论：React 到底是不是未来？

财联社10月22日电，英伟达首席执行官黄仁勋表示，新型云服务商对算力的需求“异常好”（off the charts）。

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