1. 超越莱昂纳多:树状架构理论的演变 Branching Beyond Leonardo: The Evolution of Tree Architecture Theory (blue-continuum.com)
4. Show HN: 仅280 KB大小的JavaScript Web应用,采用WASM布局和GPU渲染 JavaScript web apps with WASM layout and GPU rendering in 280 KB (github.com)
6. Ask HN: 您是如何在不同客户和项目之间管理人工智能代理的上下文信息的? How do you manage your AI agents' context across clients and projects? (news.ycombinator.com)
10. 通气孔使硅片变成了用于紧凑型光学系统的平面紫外线聚光镜 Air holes turn silicon wafers into flat UV focusing mirrors for compact optics (phys.org)
12. 赫伯·萨特:当一种编程语言的创建者与其所有者存在严重分歧时 [pdf] Herb Sutter: When a language's creator and its owners strongly disagree [pdf] (isocpp.org)
14. Show HN: SafeScript,一种用于执行不可信代码的安全版 JavaScript SafeScript, a safe version of JavaScript for executing untrusted code (github.com)
15. KetchUp——一款基于Rust和WebGPU开发的开源SketchUp替代品 KetchUp – Open-source SketchUp alternative built with Rust and WebGPU (ketchup3d.github.io)
17. 围绕 KEM、AEAD 和密钥派生工作流设计 Rust API Designing Rust APIs around KEM, AEAD and key derivation workflows (github.com)
25. 11月13日的“星舰”15号飞行任务计划回收助推器和飞船 Starship Flight 15 on 11/13 plans to catch both booster and ship (www.spacex.com)
27. Outlook.com 正悄然拒收来自未启用 DMARC 的域名的电子邮件 Outlook.com Is Quietly Rejecting Email from Domains Without DMARC (mailroute.net)
28. Dux:一款免费的、开源的 Wayland 桌面环境,带有文件管理器和主题功能 Dux: Free, open-source Wayland desktop shell with file manager and theming (duxlabs.dev)
29. 硅谷宣称人工智能将治愈疾病。制药公司CEO们对此并不买账 Silicon Valley Promises AI Will Cure Disease. Drugmaker CEOs Aren't Buying It (www.wsj.com)
30. 在 Linux 上通过 CP/M 模拟器游玩《Zork 1》(2021) Playing Zork 1 on a CP/M emulator on Linux (2021) (kevinboone.me)
31. 高盛正要求其银行家和交易员停止使用“克劳德代码” Goldman Sachs Is Pulling Claude Code from Its Bankers and Traders (www.thestateofai.com)
32. 热门应用中的广告为警方提供了监视用户的强大工具 Ads in Popular Apps Give Police a Powerful Tool to Spy on Users (www.bloomberg.com)
33. RAM Altman:一个Linux脚本每天向Sam Altman发送邮件,告知你的电脑中还有多少未使用的内存 RAM Altman: Linux Script Emails Sam Altman Daily How Much Unused RAM in Your PC (respawnfirst.com)
44. 男性主角的缺失使得吸引年轻男孩阅读变得更加困难 A lack of male protagonists is making it harder to get young boys into books (www.theatlantic.com)
47. Mizu——基于共享内存的零拷贝并行 R 和 Python 环境 Mizu – zero-copy parallel R and Python over shared memory (github.com)
49. Llama-modchip:搭载 284B DeepSeek 芯片,配备 64GB 内存,无 GPU Llama-modchip: 284B DeepSeek on 64GB RAM, no GPU (github.com)
54. 我正在独自用100%安全的Rust语言重写IBM SPSS Statistics I'm Rewriting IBM SPSS Statistics in 100% Safe Rust, Alone (github.com)
57. 在西伯利亚古墓中发现了大麻使用的最早证据 Earliest evidence of cannabis use found in ancient Siberian tomb (www.cnn.com)
58. 一款采用莎士比亚《第一对开本》中精妙图案的新字体(2023) New typeface using intricate designs from Shakespeare's First Folio (2023) (www.itsnicethat.com)
59. 寻找香巴拉:揭秘一部耗时15年完成的经典日式角色扮演游戏翻译内幕 Finding Xanadu: Inside a JRPG classic translation 15 years in the making (readonlymemo.com)
61. ISponsorBlockTV:适用于所有 YouTube TV 客户端的 SponsorBlock 客户端 ISponsorBlockTV: SponsorBlock client for all YouTube TV clients (github.com)
65. Show HN: Maple——采用 Sub-2-BPW Moe 修剪算法,在 6GB GPU 上以 45 TPS 的速度运行 Gemma 4 26B Maple – Sub-2-BPW Moe Pruning to Run Gemma 4 26B at 45 TPS on a 6GB GPU (github.com)
67. 我采用“开发驱动型规格说明”,而非“规格说明驱动型开发” I Use Development-Driven Specs, Not Spec-Driven Development (github.com)
70. ZapFast:一款用 Rust 和 egui 开发的快速原生 WhatsApp 客户端 ZapFast: A fast, native WhatsApp client in Rust and egui (github.com)
76. 一项研究解开了关于一种已灭绝巨型鹤身份的150年之谜 Study solved a 150-year-old mystery into the identity of the extinct giant crane (www.bournemouth.ac.uk)
78. IRA Velinsky——Commodore公司的工业设计师 IRA Velinsky – Commodore's Industrial Designer (www.commodore.ca)
82. Show HN: 一款离线桌面辅助工具,有助于保持健康的眨眼节奏 An offline desktop companion to help maintain a healthy blink rhythm (eyesrhythm.com)
83. 复古歌鸟:插入任意一款Game Boy游戏卡带即可收听游戏原声 Retro Song Bird: Plug in any Game Boy cartridge to hear the soundtrack (www.retrosongbird.com)
87. 克劳德·科德(Claude Code)的“Don't Ask Again”在1,122个公开的GitHub文件中泄露了密码 Claude Code's "Don't Ask Again" exposes passwords in 1,122 public GitHub files (apiiro.com)
88. Show HN: 绿色测试结果并非证明——C/C和固件修复的验证工具 Green tests are not proof – verifier for C/C and firmware fixes (unfix.dev)
89. GeoWorks:微软Windows在90年代初的劲敌 GeoWorks, Microsoft Windows' Upstart '90s Competitor (www.atlasobscura.com)
90. 没错,你完全可以在80号州际公路上驾车穿越怀俄明州时,从一枚核导弹旁边驶过 Yes, You Can Pass a Nuclear Missile Driving on Interstate 80 Through Wyoming (cowboystatedaily.com)
95. 我在那台10美元的OpenStick上运行什么?Linux,家庭实验室 What I run on my 10 USD OpenStick, Linux, Homelab (blog.bosscher.ch)
96. 微软研究员约翰·兰福德离职。AI前沿小组宣布解散 Microsoft Researcher John Langford Exits. AI Frontiers Group Declared Finished (businessexaminer.ca)
97. MaxxBench – “DeepSWE 得分不错。但这是真的吗?” MaxxBench – "Nice DeepSWE score. But is it true?" (maxxbench.unlap.ai)
100. ZeBridge – 运行在设备上的 PostgreSQL 副本,通过 NATS 进行同步 ZeBridge – PostgreSQL replicas on devices, synchronized over NATS (github.com)
101. Show HN: Coldframe,一个伪装成超市冰箱控制器的蜜罐 Coldframe, a honeypot that poses as a supermarket fridge controller (github.com)
102. Apple 键盘有一份禁止滑动的短语黑名单 Apple Keyboard has a blacklist of phrases you can't swipe (www.theguardian.com)
103. Show HN: 我们将一个310亿参数的视频音频扩散模型压缩到了140亿参数,6个步骤,INT8 We compressed a 31B videoaudio diffusion model to 14B, 6 steps, INT8 (github.com)
105. 现在已经没有这样的软件了:Borland Turbo Pascal 7 They don't make 'em like that any more: Borland Turbo Pascal 7 (kevinboone.me)
106. Text.js:构建可在 console.log 中渲染的全栈 React 应用 Text.js: Build full-stack React apps that render inside console.log (textjs.org)
107. Ask HN: 你是如何说服亲朋好友加入你的 XMPP/Matrix 服务器的? How did you convince family and friends to join your XMPP/Matrix server? (news.ycombinator.com)
108. “戈登·盖柯效应”:文化在金融行业中的作用 [pdf] The Gordon Gekko Effect: The Role of Culture in the Financial Industry [pdf] (www.newyorkfed.org)
113. Show HN: Spindle——一个面向 OCaml 5 的功能齐全、类型安全的 Web 框架 Spindle – a full-featured, type-safe web framework for OCaml 5 (github.com)
115. 每款 Windows 11 应用都应该淘汰 Electron,而 Discord 刚刚展示了其中的原因 Every Windows 11 app should kill Electron, and Discord just showed why (www.windowslatest.com)
118. 每台 Mac 都内置了一个(未记录在文档中的)家庭成员识别器 Every Mac comes with an (undocumented) family member classifier (8rank.ai)
123. Bong:DuckDuckGo的“bang”功能替代方案,开源且支持自主托管 Bong: DuckDuckGo bang alternative, open-source and self-hosted (bong.glendalab.com)
129. 古代DNA揭示:一个蛮族部落的神话起源故事属实 A barbarian tribe's mythic origin story is true, ancient DNA reveals (www.science.org)
130. Project Sync:借助 WebCodecs 实现音视频样本级精准同步的探索之旅 Project Sync: The journey to sample-perfect audio/video sync with WebCodecs (mediabunny.dev)
131. Show HN: 预测市场在这次中期选举中做出了任何预测吗? Did prediction markets do any predicting this midterms? (app.artifactbin.dev)
134. Show HN: Backwords——让人工智能教你如何倒着说话 Backwords – Let AI teach you how to speak in reverse (backwords.greg.technology)
136. 与众所周知的股市崩盘相比,此次AI股的抛售潮 The AI sell-off compared to well-known stock market crashes (www.kadoa.com)
140. Show HN: Tmux-restore 可在系统重启后恢复 tmux 窗口和代理会话 Tmux-restore saves tmux windows and agent sessions across reboots (github.com)
144. RealPage租金定价案落幕,租户获赔近3.6亿美元 RealPage rent-pricing case wraps with nearly 360M to renters (www.multifamilydive.com)
145. 希腊也有自己的庞贝:公元前17世纪至16世纪,塞拉岛的火山灰将阿克罗蒂里掩埋了 Greece has its own Pompeii: Thera buried Akrotiri in ash 17th-16th century BCE (www.smithsonianmag.com)
149. 所有组织现均可使用外拨SIP呼叫功能 Outbound SIP calling is now available to all organizations (developers.openai.com)
151. 宁德时代钠电池将于2026年实现与磷酸铁锂电池的成本持平:15,000次充放电循环,30年使用寿命 CATL Sodium Battery Hits LFP Cost Parity in 2026: 15,000 Cycles, 30-Year Life (ievchina.com)
152. ChatGPT 在连接器之间悄无声息地传输数据,而赏金猎人则想要一张身份证 ChatGPT silently passes data between connectors and the bounty wants an ID card (community.openai.com)
155. 谷歌收购了位于怀俄明州东南部的Crusoe数据中心场地 Google has acquired Crusoe's data center site in southeast Wyoming (www.crusoe.ai)
156. 能够向奥普斯寻求帮助的杰夫,能以四分之一的价格为奥普斯提供精准度 A Jev that can ask Opus for help gives Opus accuracy at 4x lower cost (hightouch.com)
157. Show HN: 智能体根据来源推断乐高机械结构,然后为其赋予动态效果 Agents infer Lego mechanisms from sources, then animate them (github.com)
158. 随着日本乡村人口不断减少,野生动物正在逐渐消失 As the Japanese countryside empties out, wildlife is disappearing (e360.yale.edu)
160. 我收到的第一封也是最后一封电报是丽贝卡·韦斯特发来的 My first and last telegram was from Rebecca West (thelampmagazine.com)
162. Replit 利用微虚拟机(microVMs)重构了其沙箱引擎 Replit rebuilt its sandbox engine with microVMs (frontier.replit.com)
163. 40C3 halfnarp – 提交演讲偏好以协助安排日程 40C3 halfnarp – Submit talk preferences to aid scheduling (halfnarp.events.ccc.de)
164. 我们知道有1.5万个网站遭到感染。我们该如何通知它们? We know 15k websites are infected. how do we tell them? (scotthelme.co.uk)
168. UpCodes(YC S17)正在招聘销售开发代表(SDR),负责销售人工智能合规软件 UpCodes (YC S17) is hiring SDR's to sell AI compliance software (up.codes)
170. Anthropic首次公开募股(IPO)的认购方认为其估值低至1.1万亿美元 Anthropic IPO buyers see valuation as low as 1.1T (www.bloomberg.com)
172. Rune:一款专为 macOS、Windows、Linux 和 Web 设计的、基于原生 GPU 渲染的 Rust UI 框架 Rune: A native GPU-rendered Rust UI framework for macOS, Windows, Linux and web (github.com)
174. 美国联邦航空管理局(FAA)表示,将在2028年前逐步淘汰空中交通管制中的软盘 US FAA says it will phase out floppy disks from air traffic control by 2028 (www.reuters.com)
175. Show HN: Waymark——一款通过编译任务而非重放来运行的工作流引擎 Waymark – A workflow engine that compiles jobs instead of replaying (github.com)
176. Ubuntu 26.04 Rust 中的 sudo 与标准 sudo 不兼容 The Ubuntu 26.04 Rust sudo is not compatible with standard sudo (utcc.utoronto.ca)
177. Show HN: 代理身份中介,面向人工智能代理的 OAuth 委托 Agentic Identity Broker, OAuth Delegation for AI Agents (github.com)
180. 美国联邦航空管理局(FAA)开始逐步淘汰空中交通管制系统中使用了几十年的软盘 FAA Begins Retiring Decades Old Floppy Disks from Air Traffic Control (www.faa.gov)
182. Cybertruck,安息吧。你不受欢迎,无人问津,而且荒谬至极。 RIP Cybertruck. You Were Unloved, Unwanted, and Utterly Absurd (www.wired.com)
184. 《Lippitt-Knoster 实践指南》(复杂项目管理现场笔记) Lippitt-Knoster in Practice (Field Notes for Managing Complex Projects) (sharedphysics.com)
185. 人工智能助力科学发现:研究人员如何使用Claude AI for scientific discovery: How researchers use Claude (www.anthropic.com)
186. 大学图书馆正被人工智能机器人蜂拥而至,这给公众的访问权带来了威胁 University libraries are being swarmed by AI bots, putting public access at risk (www.cbc.ca)
187. 抗议者闯入微软位于阿姆斯特丹的数据中心 Protesters break into Microsoft data center site in Amsterdam (www.theverge.com)
188. 《零点时刻:一战期间,读时关乎生存与战略》(2014) Zero Hour: Telling time was a matter of survival and strategy during WWI (2014) (www.laphamsquarterly.org)
190. OpenAI 在 Linux 内核中发现了 948 个本地权限提升漏洞 OpenAI Finds 948 Local Privilege Escalation Bugs in the Linux Kernel (www.phoronix.com)
191. 在少数几个市场经历多年销量不佳后,特斯拉逐步缩减Cybertruck的生产规模 Tesla winds down Cybertruck production after years of poor sales in few markets (www.msn.com)
192. Mbodi AI(YC P25)正在招聘研究工程师和机器人工程师 Mbodi AI (YC P25) Is Hiring Research and Robotic Engineers (www.ycombinator.com)
195. 蚂蚁被困在苏联掩体中长达数年;靠食同类生存 Ants trapped for years in Soviet bunker; survival by cannibalism (jhr.pensoft.net)
196. 荷兰“理想主义”银行ASN封杀非谷歌版安卓系统,包括GrapheneOS Dutch 'idealist' bank ASN blocks non-Google Android, including GrapheneOS (github.com)
198. 随着民主党在中期选举中取得胜利,AI恐慌席卷市场,全球股市应声暴跌 Global stocks tumble as AI panic grips markets after Democrats' midterm success (www.theguardian.com)
201. 2026年App Store数据盘点:AI、定价、被弃用的应用 App Store 2026 in numbers: AI, pricing, abandoned apps (obelisk.club)
202. 一款多人坦克游戏,可摧毁来自OpenStreetMap的真实建筑 Multiplayer tanks that demolish real buildings from OpenStreetMap (worldstrike.fun)
203. Kugelblitz——一款原生Mac版的Google Earth替代软件 Kugelblitz – Mac-Native Google Earth Alternative (apps.metaebene.me)
204. 宇航员在发射后仅8小时便抵达国际空间站 Astronauts arrive at International Space Station just 8 hours after launching (apnews.com)
205. 塔塔汽车应用中的硬编码凭据及其他问题 Hardcoded credentials and other issues in Tata Motors App (www.cert-in.org.in)
206. 《毒药与解药:法国理论的生与死》 The Poison and the Cure the Life and Afterlife of French Theory (www.theideasletter.org)
208. 预算案提供500亿美元资金,助力加拿大将电力电网规模扩大一倍 Budget offers 50B jolt to help Canada double its electricity grid (www.cbc.ca)
209. Hugging Face 首席执行官表示,他的 P(Doom) “接近于零” Hugging Face's CEO Says His P(Doom) Is 'Close to Zero' (www.wired.com)
211. 从 Linux 到维基百科:志愿者如何构建互联网 From Linux to Wikipedia: How Volunteers Build the Internet (thereader.mitpress.mit.edu)
215. 特斯拉和SpaceX在两天内总市值蒸发逾4200亿美元 Tesla and SpaceX lose over 420B in combined market cap in the two days (www.cnbc.com)
216. OpenSSH 10.6p2 已发布,其中包含针对一个严重漏洞的临时解决方案 OpenSSH 10.6p2 has been released with a workaround for a critical vulnerability (hachyderm.io)
218. 克劳德的速度更快,价格也更便宜。但我们还是选择了风景路线。 Claude was faster and cheaper. We took the scenic route anyway (blog.grainulation.org)
221. MoofTCP——68k Mac 上 MacTCP 的现代替代方案 MoofTCP – A modern replacement for MacTCP on 68k Macs (github.com)
222. “蓝色海啸”引发对人工智能的担忧,投资者令纳斯达克市值蒸发2.5万亿美元 Investors wipe 2.5T off Nasdaq as blue tsunami prompts AI fears (www.reuters.com)
223. 主要投资者对Anthropic的IPO能否达到1.5万亿美元估值持怀疑态度 Major Investors Are Skeptical Anthropic IPO Can Achieve 1.5T Valuation (www.wsj.com)
225. 巴西信贷担保基金数据泄露事件涉及个人身份信息和赔付数据 Brazilian Credit Guarantor Fund Data Breach Affecting PII and Payout Data (www.fgc.org.br)
226. Show HN: Firenook——用Rust编写的Firebase模拟器:写入速度提升40倍,内存占用减少10倍 Firenook – Firebase emulators in Rust: 40 faster writes, 10 less RAM (firenook.dev)
227. 古巴人:Facebook明知故犯地发布AI深度伪造诈骗广告;文件显示其诈骗收入达160亿美元 Cuban: Facebook knowingly runs AI deepfake scam ads; docs say 16B fraud revenue (finance.yahoo.com)
230. 加利福尼亚州州长纽森将548名死囚的死刑改判为其他刑罚 California Gov Newsom commutes death sentences for all 548 people on death row (www.bbc.com)
235. 腾讯推出Hy4,这是领先的开源AI模型之一 Tencent Launches Hy4, One of the Leading Open-Source AI Models (www.tencent.com)
237. 匈牙利:公开共产主义时期档案,揭露多达6万名前特工 Hungary: Communist-era files released, up to 60k former agents revealed (www.euronews.com)
239. 奈奎斯特极限:科技发展的速度正在颠覆我们的认知 Nyquist Limit:The frequency of changes in tech is invalidating our understanding (www.ryanprior.com)
242. 大选后投资者撤离AI交易,纳斯达克指数下跌5% Nasdaq Sinks 5% as Investors Retreat from AI Trade After Election (www.wsj.com)
243. 我常去的健身房硬是让我用上了一个社交媒体应用。于是,我对它的应用进行了逆向工程 My gym forced a social media down my throat. So I reverse-engineered its app (shayon.work)
247. Launch HN: Rivet (YC F25) – 在 S3 上扩展和协调代理 Rivet (YC F25) – Scale and Orchestrate Agents on S3 (github.com)
248. Bild AI(YC W25)正在招聘创始产品工程师 Bild AI (YC W25) Is Hiring Founding Product Engineers (www.ycombinator.com)
249. Discord 正在放弃 Electron,其新应用的内存占用更低 Discord is ditching Electron and its new app uses less RAM (www.theverge.com)
251. 巴拉圭一家银行倒闭,卷走了半数国民的储蓄 Paraguay bank collapses with half of population's savings (www.aljazeera.com)
253. OCAP 有界授权:Edera 对对象能力的托管方法 OCAP Bounded Authority: Edera's Managed Approach to Object Capabilities (edera.dev)
254. Show HN: 一个训练成本约为 2 万美元的优质文本转图像模型(Apache 2.0 权重) A decent text-to-image model trained for 20K (Apache 2.0 Weights) (www.linum.ai)
256. 支持 GrapheneOS 的 Motorola Signature 27 Motorola Signature 27 with GrapheneOS support (motorolanews.com)
257. Show HN: Stroq——对您的编码代理所做操作及其原因的本地审核 Stroq – a local audit of what your coding agent did and why (github.com)
258. 从零开始构建多智能体系统:架构模式 Building a Multi-Agent System from Scratch: Architecture Patterns (kadhar.dev)
259. 在不还原的情况下,将 SQL Server 备份文件(.bak)中的表导出到 Parquet Exporting tables from a SQL Server backup (.bak) to Parquet without restoring it (blog.arpe.io)
260. 一份更新后的模型规范,旨在打造功能更强大、效益更高的AI An updated Model Spec for more capable and beneficial AI (openai.com)
261. 离线生存助手——本地大型语言模型(LLM)和Kiwix,可从U盘运行 Offline survival assistant – local LLM and Kiwix, runs from a USB stick (github.com)
263. Show HN: Curious HN——没有刻薄言论的Hacker News Curious HN – Hacker News without the snark (curioushn.com)
265. Nordstjernen、Northstar、Southstar:用 C 和 Rust 编写的极简主义网页浏览器 Nordstjernen, Northstar, Southstar: minimalist webbrowsers in C and Rust (nordstjernen.org)
268. Alpine Linux 安全公告:OpenSSH 服务器密码认证绕过漏洞 Alpine Linux Security advisory: OpenSSH-server password authentication bypass (alpinelinux.org)
276. OpenSSH 10.6p2:针对未安装 PAM 的 Alpine 系统的关键临时解决方案 OpenSSH 10.6p2 Critical workaround for alpine without PAM (www.openssh.org)
279. GPT-6 Astra 在安全研究方面表现隐隐逊色 GPT-6 Astra covertly underperforms on safety research (alignment.openai.com)
281. 从2500万条指令到一次错误的跳过:安全启动的故障分析 From 25M instructions to one faulty skip: fault analysis of a secure boot (www.eshard.com)
288. Altera 发布 Agilex 2X,一套完整的 FPGA 和 SoC 产品组合 Altera Announces Agilex 2X, a Complete FPGA and SoC Portfolio (www.altera.com)
293. 心怀不满的牧场主希望人们停止“营救”他们的看护犬 Frustrated Ranchers Want People to Quit 'Rescuing' Their Working Guardian Dogs (cowboystatedaily.com)
294. PageScribe:适用于 KOReader 的手写识别和离线词典语音功能 PageScribe: Handwriting and offline dictionary audio for KOReader (aspireai.kiranadimatyam.com)