Head-of-state diplomacy will guide further development of China-Russia relationship
: China Daily editorial - Opinion - Chinadaily.com.cn。At the invitation of President Xi Jinping， Russian President Vladimir Putin will pay a state visit to China from Tuesday to Wednesday， which is expected to further consolidate ties between the two countries.
字节：翻译翻译，什么叫 Personal Agent？
字节跳动给旗下火出圈的编程工具 Trae 搞了一次大版本更新，在官方文档与社区正式推送了《限时免费，开发者个人助理 TRAE 宝上线!》的通知。
C盘只剩10G，让豆包把能删的、别碰的分成三档
我是老黄，90后，干IT的。说出来有点丢人，干这行的人，自己电脑C盘常年是红的。原因很简单：懒，平时基本不收拾。这次决定动手，顺便试试让AI帮我看。全程用的是豆包，加上Windows自己带的功能，没装任何清理软件。先看看是谁占的打开 设置 → 系统 → 存储。
C# 循环入门：for、foreach、while 该怎么选
循环是编程里最常用的语法之一。C# 有四种循环：for、foreach、while、do-while。初学者常犯的错是用错了场合 —— 明明只需要遍历一遍，却写了个带下标变量的 for 循环。这篇把四种循环各自适合什么场景讲清楚。
【双语】国防部：中俄两军将不断丰富深化合作内涵
Jiang Bin: This year marks the 30th year of the China-Russia strategic partnership of coordination and the 25th year of the signing of the China-Russia Treaty of Good-Neighborliness and Friendly Cooperation. President Xi Jinping and President Vladimir Putin met once again in Beijing to set new plans and arrangements for the development of China–Russia relations. As reaffirmed in the joint statement， the two sides will continue to consolidate traditional friendship between the two militaries， enhance military mutual trust， improve cooperation mechanisms， expand joint exercises and training as well as joint maritime and air patrols， and strengthen coordination within both bilateral and multilateral frameworks， so as to meet various risks and challenges together and jointly safeguard global and regional security and stability.
15个推理模型集体翻车，详解输出背后的思考链潜藏风险
打分由两个 LLM 打分器完成，研究团队还在 80 个样本上与三名人工标注员做了一致性校验:打分器间 Pearson 相关系数在推理阶段达 0.799、回答阶段达 0.820，均超过人与人之间的一致性;
开源「提示语管理.skill」，就为快速选出最适合你的Prompt（附25个深度思考提示语）
攒了 25 个思考类提示语，却总在想用的那一秒想不起来。满满25个，有经典的苏格拉底式提问、第一性原理和对抗性审查、双向钢人论证，Anthropic哲学家的寓言记忆法，条条都好用。
Cursor祭出最强“自动打工”模式，一个/goal完爆全场
新开一个对话，输入/goal fix all flaky tests and make CI green，然后人就可以走了。
别光会调GRPO，来看看真正的大规模RL是怎么炼的
正是在这个关键的历史节点，Cameron R. Wolfe 博士近日发布了一篇长篇技术博客《RL Scaling Laws for LLMs》，其中系统梳理了 Scaling Law 从预训练到 RL 的演化脉络:哪些规律依然成立，哪些假设彻底失效，以及面对混乱的 RL 设计空间，研究者们正在如何重新建立秩序。
【双语】国防部：中俄两军将不断丰富深化合作内涵
Jiang Bin: This year marks the 30th year of the China-Russia strategic partnership of coordination and the 25th year of the signing of the China-Russia Treaty of Good-Neighborliness and Friendly Cooperation. President Xi Jinping and President Vladimir Putin met once again in Beijing to set new plans and arrangements for the development of China–Russia relations. As reaffirmed in the joint statement， the two sides will continue to consolidate traditional friendship between the two militaries， enhance military mutual trust， improve cooperation mechanisms， expand joint exercises and training as well as joint maritime and air patrols， and strengthen coordination within both bilateral and multilateral frameworks， so as to meet various risks and challenges together and jointly safeguard global and regional security and stability.