1
GitHub runner related pages down
GitHub 欧洲区 runner 页面疑似全面瘫痪，状态页却只写“间歇性故障”，开发部署需警惕。
At least in the EU I can't access any runner pages on the site. They claim only intermittent issues on the status page but they are totally down for m…
2
Show HN: GitHub Actions self-hosted runners on Modal Sandboxes
用 Modal Sandbox 跑 GitHub Actions，秒级弹性免维护，省钱又省心
Article URL: https://github.com/modal-projects/runner-modal Comments URL: https://news.ycombinator.com/item?id=49274273 Points: 1 # Comments: 1
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Form Energy raises $750M to build more 100-hour batteries for the grid
AI数据中心用电激增，长时储能公司Form Energy融资7.5亿美元扩产百小时电池，电网储能赛道迎来爆发。
Form Energy has landed Google and Crusoe as customers. Now, it has raised $750 million to expand manufacturing to deliver its massive, 100-hour batter…
4
General Catalyst leads $1.1B round into 2-month-old River AI
成立两个月拿下11亿美元融资，River AI想重构强化学习底层堆栈，让企业15分钟跑完复杂训练并省下数倍成本。
River AI, a startup founded by xAI co-founder Igor Babuschkin, has a fascinating vision for personal agents and secured $1.1 billion out of the gate.
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Evaluating Jailbreaking Vulnerabilities in LLMs Deployed as Assistants for Smart Grid Operations: A Benchmark Against NERC Standards
电力系统接入大模型助手，越狱攻击风险有多大？一份对标NERC标准的评估框架给出答案。
arXiv:2604.23341v3 Announce Type: replace-cross Abstract: The deployment of Large Language Models (LLMs) as assistants in electric grid operations pro…
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微软：10 月 1 日起，Microsoft 365 停止支持 Publisher
新版 Outlook 集成 Copilot 和 Planner，AI 摘要邮件并管理任务，效率倍增。
IT之家 8 月 8 日消息，微软今日给用户发邮件通知，自 2026 年 10 月 1 日起，Microsoft Publisher 将不再作为 Microsoft 365 的组成部分获得支持。多常见的 Publisher 功能场景可在其他 Microsoft365 应用中实现，包括 Microso…
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Show HN: Wienerdog – memory and self-improving skills for Claude Code/Codex
跨工具共享的AI记忆库，让Claude Code与Codex无缝衔接，越用越懂你的偏好与历史。
The idea of Wienerdog was born out of my experience setting up my own simple but effective system of memory, self-improving skills and hooks for Claud…
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Actually, Starliner might fly into space this year
波音CEO信心满满：Starliner载人飞船有望年内发射，太空探索再添新希望。
"We're feeling pretty good about that," Boeing CEO Kelly Ortberg said.
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CCleaner 复刻版：3.57MB，开源清理工具 FluentCleaner Classic 发布
经典系统清理工具CCleaner的开源复刻版，仅3.57MB，无广告，快速稳定。
随着越来越多的 Windows 老用户对经典系统清理工具 CCleaner 的不满，比如广告、推荐、优化建议等，有开发者使用与 CCleaner 早期相同的 winapp2.ini 应用清理规则数据库，开源了一个新的项目：FluentCleaner。@Appi
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Gartner 预测：全球 AI 模型和平台市场 2026 年将增长 63.4%，达 640 亿美元
Gartner最新预测：全球AI模型及平台市场2026年将达640亿美元，生成式AI投资增幅惊人达117%。
IT之家 7 月 21 日消息，Gartner 美国当地时间本月 20 日发文指出， 全球终端用户 2026 年将在 AI 模型和平台上支出 642.52 亿美元 （IT之家注：现汇率约合 4355.05 亿元人民币） ，相较去年增长 63.4%，其中生成式 AI 模型投资增幅达 117%、AI 平…
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TopoTuner: Topological Finetuning of Large Language Models
用拓扑结构改进大模型微调，TopoTuner提出全新微调范式，可能颠覆传统参数调整思路。
arXiv:2607.16637v1 Announce Type: new Abstract: Full fine-tuning remains a strong way to adapt pretrained LLMs, but it updates all weights and can be …
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微软确认 Win10 支持 WSL Containers，需 Build 19041 及更高版本
Win10 2004及以上版本原生支持 Linux 容器，无需 Docker 即可构建运行
IT之家 7 月 10 日消息，微软 WSL 产品负责人克雷格 · 洛温（Craig Loewen）确认，Windows 10 平台也支持运行 WSL Containers 功能。 WSL Containers 是微软基于 WSL 提供的原生 Linux 容器能力 ，用户无需安装 Docker De…
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CLEANER: Self-Purified Trajectories Boost Agentic Reinforcement Learning
一种自我纯净轨迹方法，大幅提升4B-7B小模型的Agentic强化学习效果，专治执行失败噪声！
arXiv:2601.15141v2 Announce Type: replace Abstract: Agentic Reinforcement Learning (RL) has empowered Large Language Models (LLMs) to utilize tools li…
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Gartner saw AI 2017 on the peak of its hype
一张图看懂2017年AI泡沫顶点，回顾技术炒作周期如何预示今日浪潮
Article URL: https://www.researchgate.net/figure/Gartner-Hype-Cycle-2017-11_fig1_322215706 Comments URL: https://news.ycombinator.com/item?id=48809439…
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CCleaner 之后，有人重新做了一款开源清理工具：FluentCleaner
开源清理工具FluentCleaner：无广告简洁界面，WinUI 3重制，只做精准清理，替代CCleaner的理想选择。
很多 Windows 用户对 CCleaner 都不陌生。它曾经几乎是装机标配，用来清理缓存、临时文件，解决磁盘空间不足的问题，简单直接，也确实好用过一段时间。 后来情况慢慢变了。CCleaner 的功能越来越多，界面里开始出现广告、推荐软件、各种“优化建议”，原本只做清理的工具，逐渐变成了一个更复
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钉钉A1录音卡入选Gartner AI可穿戴设备报告
Gartner报告点名认可，618销量冠军，钉钉A1验证AI硬件终局在于企业级协作平台而非参数堆砌。
AI 硬件的终局不是比拼参数，而是比拼背后有没有一个真正的企业级 AI 协作平台
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One Forward Beats Two: InnerZoom for Accurate and Efficient GUI Grounding
全新InnerZoom框架单次前向完成精准GUI定位，效率与精度双突破
arXiv:2606.30084v1 Announce Type: new Abstract: MLLM-based GUI grounding methods commonly formulate target localization as autoregressive coordinate g…
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Show HN: Cloud Inefficiency Audit – a local CLI to audit your Hetzner bill
本地CLI一键审计Hetzner账单，揪出多付的23%云成本，省钱利器。
Article URL: https://github.com/gelkao/cloud-inefficiency-audit Comments URL: https://news.ycombinator.com/item?id=48729485 Points: 1 # Comments: 1
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Container Runtimes for Cloud Native Projects
一张图理清容器运行时分层，从 containerd 配置到云原生项目落地，实用搭配指南。
Hi, readers this time I want to show you different tools that you can use to create containers. We are going to explore Podman, Containerd and Youki, …
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The Gooner Music Video Boom Is Here
从X平台疯传的魔性剪辑到e-girl风格翻跳，一场由青年亚文化驱动的音乐视频新浪潮正席卷互联网。
Porn music videos have circulated on the fringes of the internet for years. Featuring everything from narrative-driven stories to hypnosis, they are p…