1. HarnessTax:对于编码代理而言,Harness的重要性有多大? HarnessTax: How Much Does the Harness Matter for Coding Agents? (harnesstax.github.io)
2. 未包含密钥:恢复美国驾照条形码的签名密钥 Keys Not Included: recovering the signing keys for US driver''s license barcodes (ryan.science)
3. DeepSeek-v4.1 快讯:突破 KV 缓存压缩的极限 DeepSeek-v4.1 Flash: Pushing the Limits of KV Cache Compression (zartbot.github.io)
5. OpenSpec——一个轻量级且可配置的 AI 规范框架 OpenSpec – A lightweight and configurable AI spec framework (openspec.dev)
9. 澳大利亚表示,可能会效仿加拿大,与欧盟建立更紧密的关系 Australia says it could follow Canada in forging deeper ties with EU (www.independent.co.uk)
12. AWS表示,无法从遭到伊朗袭击的中东设施中恢复部分数据 AWS says it can''t restore some data from mideast facilities struck by Iran (www.wsj.com)
15. 训练一个 4B 模型,使其生成的查询计划比 Postgres 快 81% Training a 4B model to produce 81% faster query plans than Postgres (rohanbansal.com)
17. 随着在线赌博市场的扩大,因赌博障碍而就诊急诊室的人数翻了一番 ER visits for gambling disorders doubled after expanded online gambling market (temertymedicine.utoronto.ca)
23. Dream-RSI:通过不断演化的世界实现递归式自我优化 Dream-RSI: Recursive Self-Improvement through Evolving Worlds (arxiv.org)
25. DeepSeek v4.1 Flash 现已成为我们最优秀的黑客模型 DeepSeek v4.1 Flash Is Now Our Best Hacking Model (enclave.ai)
27. PS5 Linux项目负责人离职:称“一群新手在滥用大语言模型(LLMs)”,而“他们根本不懂” PS5 Linux lead quits: "a bunch of noobs using LLMs" that "they don''t understand" (frvr.com)
28. 黑客入侵了一台Flock摄像头。其数据揭示了该系统的运作原理 Hackers Got Inside a Flock Camera. Its Data Shows How the System Works (www.wired.com)
29. 索尼PlayStation 2原版安全芯片在26年后被“彻底破解” Original Sony PlayStation 2 security chip ''broken wide open'' after 26 years (www.tomshardware.com)
30. Negativland、文化干扰与创造新事物的艺术 Negativland, Culture Jamming, and the Art of Making Something New (blog.archive.org)
31. Google Play 应用审核流程现在通常需要一周以上的时间 The Google Play app review process now regularly takes longer than a week (gultsch.social)
35. Mistral X Mozilla:私密、多语言的 AI 浏览体验 Mistral X Mozilla: Private, Multilingual AI Browsing (mistral.ai)
36. 通过永不言弃,学习在强化学习中解决大型语言模型面临的难题 Learning to solve hard problems in RL for LLMs by never giving up (mnoukhov.github.io)
37. 欧盟领导人为加拿大成为“准成员国”敞开大门 EU chief opens door for Canada to become ''associate member'' (www.bbc.com)
40. 在FPGA上重现Voodoo显卡及20世纪90年代末的游戏电脑 Recreating Voodoo Graphics and a Late-1990s Gaming PC on an FPGA (nand2mario.github.io)
41. 苹果参考图像:一种经过验证的摄影新方法 Apple Reference Image: A New Approach for Verified Photography (security.apple.com)
45. WangNet——1.8 MB,零依赖,支持11种语言的Numberwang判定 WangNet – 1.8 MB, zero-dependency Numberwang adjudication in 11 languages (github.com)
46. 为什么在纳维-斯托克斯方程之后,我仍然对大型语言模型持看空态度 Why I''m still bearish on LLMs after Navier-Stokes (dank.systems)
48. 德国莱茵金属公司将其“Battlesuite”互联武器系统协议开源 German Rheinmetall open-sources its Battlesuite connected weapon system protcol (rheinmetall.github.io)
49. 谷歌抄袭了我们的开源代码,并删除了工程师的名字,未予署名 Google copied our open-source code, removed engineers'' names without credit (www.reddit.com)
51. 一个月内为 M4 版 Mac Mini 开发 Linux GPU 驱动程序 Building a Linux GPU Driver for the M4 Mac Mini in One Month (codyho.dev)
52. 当书籍体积过大时将其裁剪 Chopping up books when they''re physically too big (attainablefelicity.mattkirkland.com)
54. 由于美国财政部外国资产控制办公室(OFAC)的制裁,伊朗银行的SSL证书正在被吊销 Iranian banks'' SSL certificates are being revoked due to OFAC sanctions (digiato.global)
55. Hugging Face 因遭黑客攻击,向 OpenAI 索赔 1 亿美元 Hugging Face is billing OpenAI 100M for hacking it (thenextweb.com)
56. Jev:新前沿型号,价格低40-400倍,速度快20-200倍 Jev: New frontier model 40-400x cheaper and 20-200x faster (typesafe.ai)
57. 我们仅用25分钟就获得了Baseten生产环境GitHub的管理员权限 We got admin access to Baseten''s production GitHub in 25 minutes (www.strix.ai)
58. Gemini 3.8 Live 和 3.8 Live Extended Thinking Gemini 3.8 Live and 3.8 Live Extended Thinking (blog.google)
60. 美国驾照信息泄露事件是一场国家安全灾难 America''s Driver''s License Breach Is a National Security Disaster (www.lawfaremedia.org)
61. 澳大利亚在寻求与欧盟建立更紧密联盟方面与加拿大“立场一致” Australia ''on the same page'' as Canada as it seeks deeper EU alliance (www.reddit.com)
64. 人工智能代理正在毁掉互联网,这种可能性为100% There''s a 100% Chance AI Agents Are Ruining the Internet (www.404media.co)
65. 我并没有沉迷于互联网或智能手机。我沉迷的是信息。 I''m not addicted to the internet or my smartphone. I''m addicted to information (explorator.dev)
68. Show HN: 将一个20美元的4G无线热点改装成短信发送设备 Hacking a 20 4G wireless hotspot into a texting device (bkovac.github.io)
69. 一名警察查阅了遍布1,558个城市的19,000个监控摄像头。他的理由是:“笑死我了” A Cop Searched 19,000 Flock Cameras Across 1,558 Cities. His Reason: ''LMAO'' (www.techtimes.co.uk)
70. 全球债券收益率升至2008年以来的最高水平,给大型借款人带来了更大风险 Global bond yields hit 2008 highs, raising stakes for big borrowers (www.reuters.com)
71. Show HN: Capsule——将数据存储在 SQLite 中的单文件 Web 应用程序 Capsule – Single-file web apps that save their data into SQLite (withcapsule.app)
72. 大规模监控已持续25年,够了 [作者:辛迪·科恩;布鲁斯·施奈尔] 25 Years of Mass Surveillance Is Enough [Auth: Cindy Cohn; Bruce Schneier] (www.lawfaremedia.org)
73. OpenAI以3亿美元收购智能手机摄像头制造商Glass Imaging OpenAI buys smartphone camera maker Glass Imaging for 300M (techcrunch.com)
74. 以色列部长因加沙纪录片威胁剥夺电影制作人的国籍 Israeli Minister Threatens Filmmakers'' Citizenship over Gaza Documentary (www.reutersconnect.com)
76. Rockstar在工会成员的Discord服务器里安插了一名内线 Rockstar had a mole in the union worker discord server (www.rockpapershotgun.com)
77. Show HN: 一款能“聆听”鸟鸣并将它们描绘成19世纪风格插画的电子墨水画框 An e-ink frame that hears birds and draws them as 1800s illustrations (github.com)
84. 反向传播的替代方案:增强拉格朗日预测编码 Backprop Alternative: Augmented Lagrangian Predictive Coding (pub.sakana.ai)
86. 利用备忘录法(非AI生成)将eBPF的CPU开销降低约90% Dropping eBPF CPU Cost by About 90% with Memoization (Not AI Gen) (nathannaveen.dev)
88. OpenAI、Anthropic和Meta的黑客事件背后,竟是一家公司所为 A single firm is behind OpenAI, Anthropic, and Meta hacking scandals (www.effort.news)
90. 前联邦贸易委员会(FTC)主席汗:援引1934年的先例,给AI公司CEO们戴上手铐 Ex-FTC boss Khan: break out the handcuffs for AI CEOs, citing 1934 precedent (www.theregister.com)
91. Cloudflare AKE 将源服务器的 HelloRetryRequests 比例从 52% 降至 3.7% Cloudflare AKE cuts origin HelloRetryRequests from 52% to 3.7% (blog.cloudflare.com)
92. Ubuntu 26.10 已完成向基于 Rust 的 coreutils 的过渡 Ubuntu 26.10 completes transition to Rust-based coreutils (www.omgubuntu.co.uk)
93. 那些无法在脑海中描绘任何画面的人,正在重写想象力的科学 People who can''t picture anything are rewriting the science of imagination (dailyneuron.com)
95. GPT-5.6 Luna 与 GPT-6 Astra:1.20 美元的模型是否足以进行代码审查? GPT-5.6 Luna vs. GPT-6 Astra: Is a 1.20 Model Good Enough for Code Review? (entelligence.ai)
97. 警方搜查手机,寻找“LMAO”、“IDK”和“Asdfg”等词条 Cops Search Flock Cameras for Reasons of ''LMAO,'' ''IDK,'' and ''Asdfg'' (www.404media.co)
98. 亚马逊诉Perplexity案——美国第九巡回上诉法院 Amazon vs. Perplexity – U.S. Court of Appeals for the Ninth Circuit (law.justia.com)
101. 甲骨文公司凌晨6点的裁员邮件在新一轮裁员浪潮中发给了员工 Oracle’s 6am layoff emails hit staff amid new wave of cuts (www.techtimes.co.uk)
104. 关于将 35kb 的预提示从 Opus 迁移到自托管的 Ollama 时需注意的陷阱的说明 Notes on gotchas while migrating 35kb preprompts from Opus to self-hosted Ollama (patrickmccanna.net)
105. Show HN: Neobrutalism.dev – 刚刚添加了对 Base UI 的支持,并新增了配色方案 Neobrutalism.dev – Just added Base UI support and added new color theme (www.neobrutalism.dev)
107. 特朗普从加密货币中赚了多少钱?(根据2025年联邦披露文件,收益为14亿美元) How Much Has Trump Made from Crypto? (1.4B from 2025 Federal Disclosure) (www.thepricer.org)
108. OEMpocalypse:一款无需特权的安卓应用,可对三星、小米等设备获取root权限 OEMpocalypse: Unprivileged Android app to root on Samsung, Xiaomi, others (calif.io)
109. 微软发布了 Windows 和 Excel 的补丁——导致音频、远程访问和粘贴功能失效 Microsoft patches Windows and Excel – breaks audio, remote access, and paste (www.theregister.com)
111. Pion,一款旨在让任何公司实现自主运营的智能代理 Pion, an agent designed to run any company autonomously (andonlabs.com)
115. Show HN: Kinesis——使用 Meta Neural Band 控制您的 Mac Kinesis – Control your Mac with the Meta Neural Band (github.com)
119. 真是个奇妙的时代——失控的AI代理攻击了RubyGems.org What a time to be alive – rouge AI agents attack RubyGems.org (tenderlovemaking.com)
120. 得克萨斯州法官裁定TikTok在儿童安全功能方面误导了用户 Texas judge rules TikTok misled users on child safety feature (www.reuters.com)
123. OpenArch——现代大型语言模型(LLM)架构的 PyTorch 实现 OpenArch – PyTorch implementations of modern LLM architectures (github.com)
124. 代码显示,苹果的Siri人工智能可被Claude或ChatGPT取代 Apple''s Siri AI Can Be Swapped Out for Claude, ChatGPT, Code Shows (www.macrumors.com)
126. XCancel“因正在进行的法律诉讼出现新进展”而被暂停 XCancel suspended "due to a new development in the ongoing legal proceedings" (xcancel.com)
127. 存在缺陷的路由器导致威斯康星大学互联网时间服务器遭受流量洪峰(2003年) Flawed routers flood University of Wisconsin internet time server (2003) (pages.cs.wisc.edu)
128. EuroBirdPortal——欧洲各地鸟类实时迁徙动态 EuroBirdPortal – Live bird movements across Europe (www.eurobirdportal.org)
130. 胡塞武装利用Claude代码开发导弹制导软件:Anthropic Houthis used Claude Code to develop missile guidance software: Anthropic (clashreport.com)
131. 耐克在上市18年后退出标普100指数,市值蒸发2000亿美元 Nike exits the S&P 100 after 18 years and a 200B market-cap wipeout (fortune.com)
134. 穆伦韦格在遭遇董事会罢免未遂后重返首席执行官职位 Mullenweg has returned as CEO after attempted board ouster (techcrunch.com)
138. 在 Signal 上不提供手机号码的注册将采用零知识证明 Registration without a phone number on Signal will use zero-knowledge proofs (community.signalusers.org)
140. 罗马尼亚足球引入“黑牌”,以“遏制”家长的“不当行为” Romania soccer introduces black card to ''combat abusive behaviour'' from parents (www.nytimes.com)
141. OpenAI的萨姆·阿尔特曼表示,2026年上市将是不明智之举 OpenAI''s Sam Altman says it would be ''ill-advised'' to go public in 2026 (techcrunch.com)
142. 克劳德·法布尔 5.1 破解了“赛弗拉尔对句”——一项已有 370 年历史的密码 Claude Fable 5.1 Solves the Cyphral Distich, a 370-year-old cipher (www.vals.ai)
145. 全球短缺导致好市多实施机油配给 Global Shortage Has Led to Motor Oil Rationing at Costco (guessingheadlights.com)
146. 太阳内部的“指纹”或许能揭示它是否曾吞噬过一颗行星 ''Fingerprints'' inside the Sun could reveal if it once swallowed a planet (ras.ac.uk)
147. 利用“Flock”摄像头逮捕了一名在秋千上玩耍的儿童 Flock cameras used to arrest a child for playing on a swing (www.youtube.com)
152. 大卫·萨克斯:OpenAI和Anthropic无需监管来控制前沿模型的发展步伐 David Sacks: OpenAI and Anthropic Don''t Need Regulations to Pace Frontier Models (twitter.com)
153. 为什么 x86 架构中的未定义指令被命名为 ud2?为什么是 2? Why is the x86 undefined instruction called ud2? Why 2? (devblogs.microsoft.com)
154. 美国海关一名主管因从国土安全部的电脑上盗取硬件而被捕 US Customs supervisor busted for stealing hardware from Homeland Security PCs (www.tomshardware.com)
155. 加里·谭希望美国的开放式AI实验室也能“提炼”前沿模型 Garry Tan wants US open-weight AI labs to ''distill'' frontier models, too (techcrunch.com)
156. Astra 和 Fable 仍在研究 2025 年提出的对齐评估方法的简单变体 Astra and Fable still hack on simple variants of alignment evals from 2025 (www.lesswrong.com)
157. Flock公司员工报警,称有记者在拍摄公共摄像头安装过程 Flock worker calls police on reporter filming public camera installation (www.investigatetv.com)
158. Revolut证实因收到虚假政府请求而发生客户数据泄露事件 Revolut confirms customer data breach through fake government requests (techcrunch.com)
161. 英伟达驳斥“循环融资”说法,称每投资1美元就能带来100美元的回报 Nvidia dismisses "circular financing", says every 1 it invests brings back 100 (invezz.com)
162. 变压器电路的数学框架(2021) A Mathematical Framework for Transformer Circuits (2021) (transformer-circuits.pub)
172. 英特尔 8087 浮点芯片中的微代码:scale 指令 Microcode in Intel''s 8087 floating-point chip: the scale instruction (www.righto.com)
173. 欧洲的“少”所做出的贡献,远比人们想象的要多 Europe''s "Less" Is Doing More Than Anyone Gives It Credit For (oilprice.com)
174. 我制作了一个构建可视化工具,用于分析 Bun 的编译时间 I made a build visualizer to understand Bun''s compile times (lalitm.com)
176. Real-SWE:基于私有、真实世界的企业代码库对AI模型进行基准测试 Real-SWE: Benchmarking AI models on private, real-world, enterprise codebases (withspecific.com)
177. 我通过约翰迪尔的自助维修服务修好了一台拖拉机。农民们并不买账 I fixed a tractor using John Deere''s self-repair service. Farmers aren''t sold (www.wired.com)
179. 致达里奥的公开信:如果你是认真的,就把配重拿出来吧 An open letter to Dario: if you mean it, open the weights (jacob.gold)
180. Linux 版 Zoom 客户端会主动读取写入 X11 剪贴板的所有内容 Linux Zoom client proactively reading everything written to X11 clipboard (hachyderm.io)
183. Waymo将车停下,并报警处理了携带“幽灵枪”的未成年乘客 Waymo pulls over, calls cops on juvenile riders who had ''ghost gun" (www.latimes.com)
185. 六十年来,我们一直关注着他们的生活;如今,《7 Up》中的明星们即将告别荧屏 We''ve followed their lives for six decades; now the stars of 7 Up are bowing out (www.bbc.co.uk)
194. 人工智能研究人员就我们距离递归式自我改进还有多远这一问题展开了讨论 AI researchers debate how close we are to recursive self-improvement (www.dwarkesh.com)
196. Starlink信号泄漏威胁到射电天文学最重要的频率 Starlink Signal Leakage Threatens Radio Astronomy''s Most Critical Frequencies (www.gadgetreview.com)
198. 谷歌窃取了开源代码,却未注明作者(Artemis/Minitap) Google stole open source code without crediting the authors (Artemis/Minitap) (www.minitap.ai)
201. 致幻药物在安第斯文明的兴起中发挥了关键作用 Mind-altering drugs played key role in rise of Andean civilization (www.science.org)
202. 纽约胸外科医生:“对许多患者来说,‘9·11’事件尚未结束” New York thoracic surgeon: "For many patients 9/11 is not over" (www.statnews.com)
203. OpenAI的智能体对RubyGems发动了一次未公开的攻击 OpenAI agents carried out an undisclosed attack on RubyGems (www.rubyhack.ai)
204. 中情局为纪念“9·11”事件公布总统每日简报 CIA Releases President''s Daily Briefs in Commemoration of 9/11 (www.cia.gov)
205. Λ Snap——一款适合儿童和成人学习计算机科学的友好编程语言 Λ Snap – An inviting programming language for kids and adults for CS study (snap.berkeley.edu)
206. Instagram负责人表示,如果没有算法,用户互动量将减少一半 Instagram''s head says engagement falls by half without the algorithm (thenextweb.com)
207. 我在谷歌应用广告上花了220美元,其中60%的安装来自机器人 I spent 220 on Google app ads and 60% of the installs were robots (dayzlegame.com)
208. Hacker News 降低了人工智能驱动内容的优先级 Hacker News with reduced priority for AI driven content (sprinklz.io)
215. 美国环保署计划废除针对数据中心污染的公众审查规定 The EPA Is Planning to Scrap Public Review Rules for Data Center Pollution (capitalbnews.org)
217. Bending Spoons以13.55亿美元收购Miro Bending Spoons buying Miro for 1.355B (investors.bendingspoons.com)
220. 马特·穆伦韦格在Slack上告诉Automattic员工,在被罢免后,他已重新掌权 Matt Mullenweg tells Automattic staff in Slack he''s back in control after ouster (techcrunch.com)
222. RTK 报告称节省了代币,但我们的成本基准数据却不支持这一说法 RTK reports token savings, but our cost benchmarks disagree (quesma.com)
225. 如果编程问题解决了,接下来该怎么办?:衡量代码的粗糙程度 If coding is solved, what now?: Measuring the sloppiness of code (earendil.com)
226. 胡塞武装“控制”了全球航运要道上的关键岛屿 Houthis ''take control'' of key island in global shipping route (www.bbc.com)
230. “Waymo效应”:人工智能如何悄然削弱科研协作 The Waymo effect: how AI is quietly making research less collaborative (www.researchagenda.news)
236. 墨西哥学生发明了一种声学灭火器,能在几秒钟内扑灭火灾 Mexican student creates an acoustic fire extinguisher to put out fire in seconds (www.upsocl.com)
237. Thelio Mira AI Linux 工作站:192 GB GPU 内存 Thelio Mira AI Linux Workstation: 192 GB GPU Memory (system76.com)
238. 美国国家运输安全委员会发布关于迈阿密波音767跑道偏离事故的调查进展通报 NTSB issues investigative update on B-767 runway excursion accident in Miami (www.ntsb.gov)
239. 捕获证明:苹果参考图像,但属于开源且采用了隐写术 Proof of Capture: Apple Reference Image, but open source and using steganography (merybenavente.me)
241. “死亡射线”:一个让不受信任的网站冻结 Mac 的简单方法 The Deathray: A simple way for an untrusted site to freeze a Mac (auberon.xyz)
244. OpenAI发布的纳维-斯托克斯方程包含一份基于Lean 4的正式证明 OpenAI’s Navier-Stokes release included a Lean 4 formal proof (www.johndcook.com)
250. 硅谷正在改变军工复合体 Silicon Valley Is Transforming the Military-Industrial Complex (costsofwar.watson.brown.edu)
251. 美国宇航局(NASA)的这种色彩处理技巧原本是用于火星的,如今却揭示了地球上的岩画。 NASA Color Trick Was Meant for Mars. Now It''s Unveiling Rock Art on Earth (gizmodo.com)
254. Cognition推出新款SWE-2模型,可与Fable 5.1和GPT-Astra一较高下 Cognition launches new SWE-2 model, Rivaling Fable 5.1 and GPT-Astra (cognition.com)
255. 关于研究人员能否将未发表的数学成果托付给OpenAI,仍有更多疑问 More questions about whether researchers can trust OpenAI with unpublished math (mathstodon.xyz)
256. Shopify 从 React Native 重新回归到原生开发 Shopify moves back to Native from React Native (shopify.engineering)
258. Tell HN: OpenAI 不断重新启用“允许训练”设置 OpenAI keeps re-enabling the ''allow training'' setting (news.ycombinator.com)
259. 索尼网站上关于玩家“拥有”其数字游戏的相关内容列表 List of references on Sony websites to players "owning" their digital games (consumerrights.wiki)
260. 另一位研究人员表示,OpenAI 通过对话数据进行了训练,随后宣称取得了突破性进展 Another researcher says OpenAI trained on conversations, then claimed breakthrou (bsky.app)
261. 得益于“Siri 摘要”功能,您的 Apple Watch 始终处于聆听状态 Thanks to Siri Recaps, your Apple Watch is always listening (www.techradar.com)
263. 日立推出配备适用于太阳能的电价控制功能的二氧化碳热泵热水器 Hitachi launches CO2 heat pump water heaters with solar-friendly tariff controls (www.pv-magazine.com)
264. 以998美元的价格将一个38亿词的大语言模型(LLM)训练至0.384 CORE Training a 3.8B LLM to 0.384 CORE for 998 (hugovergnes.github.io)
266. Show HN: 这九项流媒体订阅服务的年费比2021年高出702美元 The same nine streaming subscriptions cost 702/year more than in 2021 (honestlyranked.com)
267. Windows XP 采用什么算法来选择您的初始用户图片? What algorithm did Windows XP use to choose your initial user picture? (devblogs.microsoft.com)
270. 《Cloudflare 技术架构师李·霍洛韦传》(上篇) A Biography of Lee Holloway, the Architect of Cloudflare''s Technology (Part 1) (note.com)
272. 所有成年人曾经都是孩子,但只有极少数人还记得这一点 All grown-ups were once children, but only few of them remember it (mathstodon.xyz)
277. Automattic董事会迫使首席执行官马特·穆伦韦格休假 Automattic''s board forces CEO Matt Mullenweg into leave of absence (techcrunch.com)
279. 乐队“Muse”的社交媒体账号被Meta的新AI助手“Muse”夺走了 Muse, the band, lost its social media handles to Muse, Meta''s new AI agent (www.engadget.com)
284. Qwen 3.8 遵循 GPT-5.5 Pro 的推理预填充机制 Qwen 3.8 follows GPT-5.5 Pro reasoning prefills (gist.github.com)
285. 解读近期针对 Read the Docs 的 DDoS 攻击 Understanding the recent DDoS attack against Read the Docs (about.readthedocs.com)
290. Visa和万事达卡是做什么的?信用卡网络简介 What do Visa and Mastercard do? An intro to card networks (tautology.town)
295. GPT-6 Astra、循环变压器模型与隐式推理 GPT-6 Astra, Looped Transformers, and Hidden Reasoning (magazine.sebastianraschka.com)
296. Anthropic 正在构建一套预测性监控系统,用于监控活动人士 Anthropic Is Building a Predictive Surveillance System to Monitor Activists (prospect.org)
300. Desert Ant Labs:可在设备上运行的本地化、高速模型 Desert Ant Labs: local, fast models that run on device (desertant.com)