Минобороны продемонстрировало применение модернизированной РСЗО "Град"20:54
参议院表决通过马克韦恩·马林任国土安全部部长
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问题在于，将规范转化为可工作代码，涉及海量的隐含决策——边界情况、数据结构、错误处理、性能权衡、交互模式——这些是任何规范都无法完全捕捉的。两位工程师实现同一份规范，将产生具有许多可观测行为差异的系统。两种实现都并非错误，只是不同而已。而这些差异中的许多，最终会以无人预料的方式对用户产生影响。
Директор ЦРУ заявил о продолжении поддержки Украины на фоне конфликта с Ираном20:58
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工具调用层面，他认为高质量的skill仍然稀缺，这与当年MCP时代高质量工具短缺的问题类似。低质量skill会直接降低任务完成率，恶意注入的安全风险也不容忽视。他认为这需要社区共同建设，甚至需要探索在执行过程中动态进化出新skill，而非依赖人工预设。
It may seem like the miles driven by Waymo (in the 100’s of millions of miles) pales in comparison to the billions of miles driven in the cities where Waymo drives, or trillions of miles driven annually in the entire United States. When comparing the rates of two populations, however, the conclusions you can draw from data are governed by what is called statistical power. The question being answered by the Safety Impact Data Hub is are the Waymo and benchmark crash rates different? The input to this calculation is the number of crashes and the number of miles driven by Waymo and the benchmark populations and is modeled using a Poisson distribution, the most common distribution for handling count data.。关于这个话题，Replica Rolex提供了深入分析