1. 投资“态势感知”的投资者活该血本无归 Investors in Situational Awareness deserved to lose their shirts (www.economist.com)
6. Launch HN: EdotEnv(YC S26)——用于训练大型语言模型(LLMs)的量化交易强化学习环境研究 EdotEnv (YC S26) – Quant Trading RL Envs to Teach LLMs Research (edotenv.com)
10. 劳动力参与率骤降的背后原因是什么? What''s Behind the Sharp Drop in Labor Force Participation? (www.stlouisfed.org)
12. Mistral 的 Shieldstral:适用于多模态内容审核的 3B 无权重限制模型 Mistral''s Shieldstral: 3B open-weights model for multimodal moderation (mistral.ai)
13. 大多数国家提供的带薪休假天数在20至40天之间 Most countries provide between 20 and 40 paid days off (www.not-ship.com)
14. 美国对日元汇率的“奇怪”且“不明智”的干预 America''s ''weird'' and ''unwise'' intervention in the Japanese yen (www.msn.com)
18. Show HN: cMCP,拒绝 AI 代理的工具调用并获取已签名的回执 cMCP, deny an AI agent''s tool call and get a signed receipt (github.com)
21. 人工智能数据中心推高了电费——这张地图显示了具体位置Simplified Chinese (Mainland) AI Data Centers Are Driving Up Power Bills – This Map Shows Where (www.gadgetreview.com)
24. 数据集:2000-2026年倒闭的心理健康初创企业,包含18个编码字段 Dataset: Dead mental health startups, 2000-2026, coded on 18 fields (mentalium.me)
26. 维诺纳警察局的所有“Flock”摄像头均被剪断并盗走 All of Winona Police Department''s Flock cameras cut down and stolen (www.valleynewslive.com)
27. MariaDB:在服务器日志和客户端提示中宣传 GitHub 星标数达到 1 万的目标 MariaDB: Promote getting to 10k GitHub stars in server log and client prompt (github.com)
28. 这并不是对“人工智能共产主义”的恐惧,而是对竞争性市场资本主义的恐惧 It''s not a fear of "AI communism"; it''s a fear of competitive market capitalism (observationalepidemiology.blogspot.com)
29. Truemetrics(YC S23)正在柏林招聘——市场拓展负责人 Truemetrics (YC S23) Is Hiring in Berlin – GTM Lead (www.ycombinator.com)
30. 韦伯望远镜发现海王星卫星曾遭遇古代灾难的迹象 Webb telescope finds signs of ancient disaster for Neptune''s moons (www.reuters.com)
32. Show HN: 前德勤审计师将适用于人工智能的完整 SOC 2 方法开源了 Ex-Deloitte auditor open-sourced the whole SOC 2 method for your AI (github.com)
33. 当人工智能基准测试陷入停滞时:一项关于基准测试饱和度的系统性研究 When AI Benchmarks Plateau: A Systematic Study of Benchmark Saturation (arxiv.org)
34. 苹果表示,可能还有更多前员工将机密数据带到了OpenAI Apple says more ex-employees may have taken confidential data to OpenAI (techcrunch.com)
35. 一窥20世纪70年代的PROM芯片内部:该芯片通过微型熔丝存储数据(2019) Looking inside a 1970s PROM chip that stores data in microscopic fuses (2019) (www.righto.com)
36. Show HN: 用于生成多样化肤色的简单算法和色彩空间 Simple algorithm and color space to generate diverse skin tones (toneyalexander.github.io)
37. 在线广告巨头Adform遭到黑客攻击,这再次证明了广告拦截工具为何不可或缺 Online ad giant Adform was hacked, proving once again why ad blockers are needed (this.weekinsecurity.com)
38. 2026年7月,德国太阳能并网量创下12B千瓦时的历史新高 Germany Records Historic 12B KWh Solar Feed-In in July 2026 (solarquarter.com)
39. 将团队编码标准引入 Claude Code 和 Codex 的代理技能 Agent skills that bring team coding standards to Claude Code and Codex (github.com)
42. 从 WhatsApp 聊天记录中重建并分析 4 年的 Wordle 统计数据 Rebuilding and analysing 4 years of Wordle stats from WhatsApp chat logs (blog.omgmog.net)
45. Keyv及其朋友在一次正在进行的Shai-Hulud供应链攻击中遭到入侵 Keyv and friends compromised in active Shai-Hulud supply chain attack (www.aikido.dev)
49. 利用 iceoryx2 的 ByteAtomic 实现安全的无锁原语 Safe Lock-free Primitives with iceoryx2''s ByteAtomic (ekxide.io)
50. 词源为何重要:追溯词源如何揭示历史(2024) Why etymologies matter: How tracing words can illuminate history (2024) (resobscura.substack.com)
53. Learning-Rust.Github.io:面向所有人的Rust编程语言教程 Learning-Rust.Github.io: Rust Programming Language Tutorials for Everyone (learning-rust.github.io)
54. Homebench——针对本地大型语言模型(LLM)进行速度、内存和质量方面的基准测试 Homebench – Benchmark local LLMs for speed, memory, and quality (github.com)
59. 雷·布拉德伯里的《柔雨将至》的故事背景设定在今天(2026年8月4日) Ray Bradbury''s "There Will Come Soft Rains" is set today (2026-08-04) (short-stories.co)
60. 美国在伊朗战争期间动用了“几乎全部”远程精确制导导弹 U.S. used ''virtually all'' of its long-range precision missiles during Iran war (www.cnbc.com)
63. Show HN: 我用Go语言开发了一个私有的、具有自毁功能的图片托管网站 I made a private self-destructing image hosting site in Golang (picburn.xyz)
64. 一项研究得出结论:美国并非民主国家,而是一个寡头政治国家(2014年) The US is not a democracy but an oligarchy, study concludes (2014) (www.upi.com)
67. Bending Spoons以13亿美元收购Airtable,完成首次IPO后收购 Bending Spoons makes first post-IPO acquisition with 1.3B Airtable deal (live.euronext.com)
68. 你不需要 React:用原生 JavaScript 创建一个极简 UI 库 You don''t need React: creating a minimal UI library in Vanilla JavaScript (pedroth.github.io)
70. 英国国民医疗服务体系(NHS)致歉并承认帕兰蒂尔公司能够访问可识别身份的患者数据 NHS apologises and admits Palantir have access to identifiable patient data (www.publictechnology.net)
72. RosaicLabs、Atom RTL 和 32-Tile AMX:试图拼凑 x86 拼图 RosaicLabs, Atom RTL, and 32-Tile AMX: Trying to Piece Together a x86 Puzzle (chipsandcheese.com)
75. 没有人核查IBM的旗舰量子化学研究成果是在哪种状态下计算得出的 Nobody checked which state IBM''s flagship quantum chemistry results compute (zenodo.org)
79. 我们为什么等了这么久才拥有自行车?(2019) Why did we wait so long for the bicycle? (2019) (blog.rootsofprogress.org)
81. Show HN: 在 Mac 上运行 80B 版 Qwen(内存 4.3 GB),在 iPhone 上运行 35B 版 Run an 80B Qwen in 4.3 GB of RAM on a Mac, and a 35B on an iPhone (github.com)
85. 据估计,亚马逊文明的人口约为300万,分布在森林面积的3%范围内 Amazonian civilization had estimated 3M people in 3% of forest area (www.science.org)
87. 帧选择是关键:关于让大型语言模型观看视频的笔记 Frame selection is the whole game: notes on making LLMs watch video (leoaido.com)
88. 他们忘了上次发生的事:破解 Windows 365 链接 [视频] They Forgot What Happened Last Time: Hacking the Windows 365 Link [video] (media.ccc.de)
93. ZX Spectrum 系统导览:文本模式 – Bumbershoot Software ZX Spectrum System Tour: Text Mode – Bumbershoot Software (bumbershootsoft.wordpress.com)
97. KisakCOD——《使命召唤4》多人模式的开源重制版 KisakCOD – open-source reimplementation of Call of Duty 4 Multiplayer (github.com)
98. AI行业的借贷狂潮难以持续,隐性债务已达1.65万亿美元 AI''s debt binge can''t last, hidden borrowing reaches 1.65T (fortune.com)
100. 针对挪威政府IT基础设施的DDoS攻击——最新情况 DDoS against Norwegian government IT infrastructure – status (status.digdir.no)
107. 泄露的《Flock指南》揭示了该公司如何指导警察推广其技术 Leaked Flock Guide Shows How It Teaches Cops to Promote Its Tech (www.404media.co)
108. 可计费使用情况 API:Cloudflare 的程序化成本可视化功能 The Billable Usage API: programmatic cost visibility for Cloudflare (blog.cloudflare.com)
109. 更小、更快、更安全:大规模运行 Kimi 和 GLM Smaller, faster, safer: running Kimi and GLM at scale (blog.cloudflare.com)
112. 以15年来首款全新C-Kermit产品,庆祝Kermit问世45周年 Celebrating 45 Years of Kermit with the First New C-Kermit Release in 15 Years (changelog.complete.org)
114. Show HN: MCP 上代理会话的产品分析(和评估) Product analytics (and evals) for agent sessions on your MCP (armature.tech)
116. Launch HN: Hoplite (YC S26) – 轻松部署云端编码代理 Hoplite (YC S26) – Effortlessly deploy cloud coding agents (hoplite.sh)
117. 人工智能能够独立完成的最大规模的软件项目是什么? What''s the largest software project AI can complete on its own? (epoch.ai)
119. 德国风能和太阳能发电量首次超过化石燃料 Wind and solar overtake fossil fuels in Germany for the first time (www.intellinews.com)
121. 泰勒农场在十六天内四次修改了关于环孢子虫的声明 Taylor Farms Has Rewritten Its Cyclospora Statement Four Times in Sixteen Days (www.marlerblog.com)
122. 为什么“邮件”应用在发送非iCloud邮件时会联系iCloud? Why does Mail app contact iCloud when sending a non-iCloud email? (lapcatsoftware.com)
124. Flock公司的首席执行官在我因该公司摄像头被错误拦停后,当面与我交涉 Flock''s CEO Faced Me After Its Cameras Led to My Wrongful Stop (www.thedrive.com)
125. 5月份,犹他州的太阳能发电量超过了其他任何能源,创下历史新高 Utah produced more power from solar than any other source in May, a new first (www.sltrib.com)
126. 安迪·帕夫洛加入 ClickHouse,负责组建 ClickHouse Labs Andy Pavlo Joins ClickHouse to Establish ClickHouse Labs (clickhouse.com)
130. 一键开启游戏:《Rip-O-Bot》(1989) Games at the press of a button: The Rip-O-Bot (1989) (blog.gingerbeardman.com)
131. 在系统中寻找“僵尸”:一个关于CPU瓶颈的真实案例 Finding zombies in our systems: A real-world story of CPU bottlenecks (medium.com)
132. Ask HN: 除了DuckDuckGo之外,还有哪些可行的替代方案? What are the viable alternatives to DuckDuckGo? (news.ycombinator.com)
134. SPF 记录语法:机制、限定词、修饰符和宏 SPF Record Syntax: Mechanisms, Qualifiers, Modifiers, and Macros (dmarcguard.io)
135. Tom''s Hardware 报道 CPU 30 年——回顾处理器发展历程的三十年 30 years of CPUs at Tom''s Hardware – looking back on three decades of processors (www.tomshardware.com)
137. ComfyUI 中对 MiniMax H3 Day-0 的支持:开放权重、原生音频和 2K 视频 MiniMax H3 Day-0 Support in ComfyUI: Open Weights, Native Audio, and 2K Video (blog.comfy.org)
138. 渐行渐远的“美国梦”:签证前景不明促使印度科技工作者回国 The fading American Dream: Visa uncertainty drives Indian tech workers back home (thefederal.com)
142. 9front乐队新歌《This Was Supposed to Be Fun》正式发布 9front "This Was Supposed to Be Fun" Released (9front.org)
143. 针对SQLite中被误报的漏洞发布了关键级CVE Critical CVE issued for hallucinated SQLite vulnerability (research.jfrog.com)
145. 美国移民与海关执法局(ICE)去年采集了近100万人的DNA——其中包括幼儿 ICE Collected Nearly 1M People''s DNA Last Year–Including Young Children (www.wired.com)
146. Show HN: Nightcrawler——一款在智能手机上运行的本地AI渗透测试工具 Nightcrawler – A local AI pentesting agent running on a smartphone (github.com)
148. 通过手动重新输入大语言模型(LLM)生成的代码来预防认知债务 Prevent cognitive debt by manually retyping LLM-generated code (ankursethi.com)
149. DMARC能保护您免受哪些威胁,以及它无法提供哪些保护 What DMARC Protects You From, and What It Does Not (senderledger.com)
151. PISIGuard:在与AI聊天时保护您的个人和敏感信息 PISIGuard: Protect your personal and sensitive info when you chat with AI (github.com)
154. 议员们要求就富士通被纳入利润丰厚的框架协议一事作出解释 MPs demand answers on Fujitsu''s inclusion in lucrative frameworks (www.computerweekly.com)
155. Show HN: 我们通过 PPPoE 半桥模式解决了 UniFi 的 PPPoE 性能缓慢问题 We Fixed UniFi''s Slow PPPoE Performance with PPPoE Half-Bridge (arcbox.dev)
161. 形势感知与即将到来的股市波动 Situational Awareness and the Impending Stock Market Volatility (www.emergingtrajectories.com)
164. Rust 项目目标:不可变类型和有保障的析构函数 Rust project goals: Immobile types and guaranteed destructors (github.com)
169. AI将旧有的COBOL程序迁移到了Java上,其中还包含了一些漏洞 AI migrated legacy COBOL programs to Java, bugs included (arxiv.org)
171. OpenAI的超级政治行动委员会正在资助一个由人工智能生成的新闻网站,该网站针对行业批评者发起攻击 OpenAI''s super PAC is funding AI-generated news site attacking industry critics (www.modelrepublic.org)
173. 苹果工程师称,因拒绝将客户设备ID发送给AT&T而被解雇 Apple engineer says he was fired after refusing to send cust. device IDs to AT&T (runtimewire.com)
180. Manufact (YC S25) 正在招聘一名高级基础设施工程师,负责构建 MCP 云平台 Manufact (YC S25) Is Hiring a Senior infra engineer to build the MCP cloud (www.ycombinator.com)
181. 鲍里斯·切尔尼谈尝试让克劳德·科德重写克劳德应用 Boris Cherny on Trying to Get Claude Code to Rewrite the Claude App (daringfireball.net)
182. CP/M-386——适用于 386 保护模式的 CP/M,源自 CP/M‑68K CP/M-386 – CP/M for 386 protected mode, derived from CP/M‑68K (github.com)
183. 为什么 Book Corners 不会将贡献同步回 OpenStreetMap Why Book Corners won''t sync contributions back to OpenStreetMap (www.andreagrandi.it)
185. Show HN: Shitty——一个快速的终端。虽然存在内存安全隐患,但比你的那个更快 Shitty – fast terminal. Memory-unsafe and faster than yours (github.com)
190. 《Flock》——寒蝉效应:长岛正在形成的露天监狱 Flock – Chilling Effects: Long Island''s Emerging Open-Air Prison (www.11971.com)
191. 加州居民的数据删除请求(DROP)将于8月1日起具有法律效力 Californians'' data deletion requests, DROP, become enforceable Aug. 1 (www.nbcsandiego.com)
193. Show HN: MicroCodex 编码代理——用 C 重现的 OpenAI/Codex 1MB 二进制文件 MicroCodex Coding Agent – OpenAI/codex reimplemented in C 1MB binary (github.com)
197. 欧盟年龄验证项目要求采用基于硬件的认证机制 EU Age Verification Project Mandates Hardware-Bound Attestation (linuxiac.com)
198. Show HN: 让你的 Framework 12 听起来像一扇吱呀作响的门 Make your Framework 12 sound like a creaky door (github.com)
199. 将 Go 语言的 Defer 功能添加到 TypeScript 编译器中 Adding Go''s Defer to the TypeScript Compiler (healeycodes.com)
201. Show HN: Draco——一款基于Rust语言开发的、可自行托管的单二进制Firecrawl替代方案 Draco – A single-binary, self-hostable Firecrawl alternative in Rust (github.com)
203. Anthropic的《发烧梦》:克劳德那个窃取真实密钥的包裹 Anthropic''s Fever Dream: Claude''s package that stole real keys (www.aikido.dev)
204. 使用 FamilyWild 在多台主机间共享 X11 服务器 Sharing an X11 Server Across Hosts with FamilyWild (dobrowolski.dev)
208. 施密特触发器:具有滞回特性的鲁棒比较器设计 Schmitt Trigger: Robust Comparator Design with Hysteresis (www.wevolver.com)
209. 我个人的AI测试题:“生成一张拥有哈布斯堡式下颌的青蛙的SVG图片。” My personal AI benchmark: "Generate an SVG of a frog with a Habsburg jaw." (frogs.vaguespac.es)
210. 欧盟关于人工智能模型的法规正式生效。这将带来哪些变化? EU rules on AI models become enforceable. What''s going to change? (www.euronews.com)
211. 德国汽车制造商在裁员后,大量向就业市场输送管理人员 German carmakers flood jobs market with managers after wielding axe (www.ft.com)
212. 欧洲电动汽车销量:纯电动汽车销量激增50%,市场份额达26% Europe EV Sales BEVs Jump 50% & Reach 26% Market Share (cleantechnica.com)
213. “摧毁这位女士”:eBay骚扰事件如何导致5600万美元赔偿金 ''Crush this lady'': how eBay harassment campaign led to 56M payout (www.ft.com)
219. 收集 SSH 凭据:来自我的蜜罐网络的洞察 Harvesting SSH Credentials: Insights from My Honeypot Network (uphillsecurity.com)
220. Coldcard 事件持续恶化:黑客攻击造成的损失可能已达 8860 万美元 The Coldcard Disaster Gets Worse: The Hack May Have Reached 88.6M (medium.com)
222. 开发者之所以依赖工具,是因为工具承载着信任 Developers are attached to tools because tools encode trust (stackoverflow.blog)
224. Show HN: NixOS-DGX-Spark – DGX Spark 上的 Nix 和 NixOS NixOS-DGX-Spark – Nix and NixOS on the DGX Spark (github.com)
226. Show HN: Kakehashi——用于在 Linux ARM 系统上运行 macOS 二进制文件的实验性用户空间环境 Kakehashi – Experimental userspace to run macOS binaries on Linux ARM (github.com)
227. TP-Link TL-841N 的获取root权限、固件分析及持久化凭据 Rooting, firmware analysis and persistent credentials of TP-Link TL-841N (blog.juni-mp4.com)
232. 厄休拉·K·勒古恩:《关于“技术”的一番抨击》(2005) Ursula K. Le Guin: A Rant About "Technology" (2005) (www.ursulakleguin.com)
238. 我为 TypeScript 开发了一个支持 Promise 的防抖和限流库 I made a Promise-aware debounce and throttle library for TypeScript (github.com)
243. 只有8.9%的网站会屏蔽AI爬虫,但其中94.8%的网站从未在AI给出的答案中被引用过 Only 8.9% of sites block AI crawlers, but 94.8% are never cited in AI answers (website-auditor.io)
244. Show HN: Fuse——一种静态类型函数式编程语言 Fuse – statically typed functional programming language (fuselang.org)
245. Show HN: Katharos:面向 Python 的函数式编程与 CSP 风格的并发 Katharos Functional programming and CSP-style concurrency for Python (github.com)
246. 《消失的书页:人工智能公司扫描后销毁珍本》 The Vanishing Page: AI Firms Scan Then Destroy Rare Book Editions (dallasexpress.com)
247. OpenAI内部的Astra模型解决了10个数学和计算机科学领域的重大未解难题 An internal OpenAI Astra model solved 10 major open math and CS problems (twitter.com)
248. Great Question(YC W21)正在招聘高级需求生成经理 Great Question (YC W21) Is Hiring Senior Demand Gen Manager (www.ycombinator.com)
249. Meshdiff——在浏览器中以可视化方式比较两个STL版本,客户端处理 Meshdiff – visually compare two STL versions in the browser, client-side (meshdiff.com)
250. 维基媒体基金会拒绝承认工会,并聘请了一家专门打击工会的律师事务所 Wikimedia Foundation refuses union recognition, hires union-busting law firm (en.wikipedia.org)
252. 美国财政部对日元市场采取了具有历史意义的干预措施 US Treasury undertakes historic intervention in yen market (www.ft.com)
255. 工业革命能否为当今的爆炸式增长提供一个良好的先例? Is the Industrial Revolution a good precedent for explosive growth today? (mattsclancy.github.io)
256. 人工智能:《Ars Notoria》与即时知识的承诺 Artificial Intelligence: Ars Notoria and the Promise of Instant Knowledge (publicdomainreview.org)
258. Show HN: Bor——适用于 Linux 桌面的开源策略管理工具 Bor – Open-source policy management for Linux desktops (getbor.dev)
264. Show HN: Syncular——基于 TypeScript 和 Rust 内核的“离线优先”SQL 同步工具 Syncular – offline-first SQL sync with TypeScript and Rust cores (github.com)
265. 一种药物在数小时内逆转了成年小鼠脑内类似自闭症的病变 Drug reverses autism-like brain changes in adult mice within hours (www.uclahealth.org)
266. 使用 OpenTelemetry 对我的意式浓缩咖啡机进行监控 Instrumenting my espresso machine with OpenTelemetry (clickhouse.com)
268. Show HN: Logan Basic v2.1——一个在线 BASIC 解释器。 Logan Basic v2.1 - An online BASIC interpreter. (sinusoft.com)
276. 离开加拿大的国民人数已达到创纪录的水平。有人能解决这个问题吗? Canadians are leaving the country at record levels. Can anyone solve this? (thehub.ca)
278. 128位处理器的展望(约翰·马谢,SGI,1995年) The Prospects for 128 Bit Processors ( John Mashey SGI 1995) (yarchive.net)
279. 在 MI355X 上运行 Kimi K3,其性价比优于 B300 Running Kimi K3 on MI355X at Better Performance per Dollar Than B300 (www.wafer.ai)
281. OpenAI声称对康尼斯刚性猜想的反驳无效 [pdf] OpenAI''s claimed disproof of Connes'' Rigidity Conjecture is invalid [pdf] (philarchive.org)
282. Linux在北美地区的桌面市场份额已超过10% Linux desktop market share has hit over 10% in North America (old.reddit.com)
283. QSYRUPWD背后的密码:重建 IBM i 密码哈希值 The Cipher Behind QSYRUPWD: Reconstructing IBM i Password Hashes (blog.silentsignal.eu)
285. 深海探测器在太平洋深海发现“外星”鲨鱼 Deep-sea vehicles spot ''alien'' sharks deep beneath the waves in the Pacific (www.science.org)
286. 插电式太阳能即将到来。插电式电池也应紧随其后 Plug-in solar is coming. Plug-in batteries should follow (www.regen.co.uk)
287. 《体育剧场》:比尔·布福德重访《混混之中》 The Theater of Sport: Bill Buford Revisits Among the Thugs (www.theparisreview.org)
288. Futurism称,Meta在人工智能领域“几乎一无所获”。数据表明 Futurism says Meta has "almost nothing" to show for AI. The numbers say (runtimewire.com)
289. MkLinux 和那台经过改装的 Apple Workgroup Server 9150 MkLinux and the pimped-out Apple Workgroup Server 9150 (oldvcr.blogspot.com)
291. Show HN: CostPerPrompt – 实时 AI API 定价及实际工作负载成本计算器 CostPerPrompt – Live AI API pricing and real-workload cost calculators (costperprompt.com)
294. Show HN: 我是一个15岁的工程爱好者,这是我制作的一台摆线齿轮箱 I''m a 15 Year Old Wannabe Engineer, This Is a Cycloidal Gearbox I Built (github.com)
298. 中国开始生产用于芯片制造的先进深紫外光刻机 China begins producing advanced chipmaking deep-ultraviolet lithography machines (www.reuters.com)