4. 甘願顯得愚蠢,是從事創造性工作中最被低估的護城河。 A willingness to look stupid is the most underrated moat in doing creative work (sharif.io)
5. 黃金集:概率系統的迴歸工程 Golden Sets: Regression Engineering for Probabilistic Systems (heavythoughtcloud.com)
11. 田納西州祖母因AI人臉識別錯誤被誤認欺詐而遭監禁 Tennessee grandmother jailed after AI face recognition error links her to fraud (www.theguardian.com)
17. Show HN: 基於ESP32的OpenClaw類代理(以及實現該功能的集成開發環境) OpenClaw-class agents on ESP32 (and the IDE that makes it possible) (pycoclaw.com)
20. RAG系統中的文檔汙染:攻擊者如何篡改AI的數據源 Document poisoning in RAG systems: How attackers corrupt AI''s sources (aminrj.com)
22. 北達科他州欺詐案中,AI系統錯誤判定無辜老婦入獄數月 AI error jails innocent grandmother for months in North Dakota fraud case (www.grandforksherald.com)
23. 強行將Flash注意力轉移到TPU上,並通過艱辛歷程獲得經驗 Forcing Flash Attention onto a TPU and Learning the Hard Way (archerzhang.me)
24. 以色列軍方撤銷對涉嫌虐待巴勒斯坦兒童士兵的指控 Israeli military drops charges against soldiers accused of abusing Palestinian d (www.bbc.com)
26. 跑步者發現跑步時攪拌黃油竟出乎意料地簡單 Runners Are Discovering It''s Surprisingly Easy to Churn Butter on Their Runs (www.runnersworld.com)
29. 白宮拆分美國標誌性氣候實驗室的計劃取得進展 White House plan to break up iconic U.S. climate lab moves forward (www.science.org)
30. Launch HN: IonRouter(YC W26)——高吞吐量、低成本推理 IonRouter (YC W26) – High-throughput, low-cost inference (ionrouter.io)
32. "人工智能是非洲智慧":訓練人工智能的勞動者正在反擊 ''AI is African intelligence'': The workers who train AI are fighting back (www.404media.co)
34. Show HN: Aurion OS——一款從零開始用C語言編寫的32位圖形用戶界面操作系統 Aurion OS – A 32-bit GUI operating system written from scratch in C (github.com)
35. 上下文提交——捕捉Git歷史中“為什麼”的開放標準 Contextual commits – An open standard for capturing the why in Git history (vidimitrov.substack.com)
36. Linux 頁面錯誤、MMAP 和 userfaultfd 實現快速沙盒啟動 Linux Page Faults, MMAP, and userfaultfd for fast sandbox boot times (www.shayon.dev)
37. DDR4 SDRAM – 初始化、訓練與校準 DDR4 Sdram – Initialization, Training and Calibration (www.systemverilog.io)
38. WolfIP:輕量級TCP/IP協議棧,無動態內存分配 WolfIP: Lightweight TCP/IP stack with no dynamic memory allocations (github.com)
40. Scrt:面向開發者、系統管理員和DevOps團隊的命令行密鑰管理器 Scrt: A CLI secret manager for developers, sysadmins and DevOps (github.com)
41. 蘋果MacBook Neo的維修比其他MacBook更便捷、更經濟 Apple''s MacBook Neo makes repairs easier and cheaper than other MacBooks (arstechnica.com)
45. Show HN: LogClaw——開源AI運維工具,可自動從日誌生成工單 LogClaw – Open-source AI SRE that auto-creates tickets from logs (logclaw.ai)
46. Show HN: 替補演員——通過演示一次任務來教導桌面代理 Understudy – Teach a desktop agent by demonstrating a task once (github.com)
48. Converge(YC S23)正在招聘創始平臺工程師(紐約市,現場辦公) Converge (YC S23) Is Hiring a Founding Platform Engineer (NYC, Onsite) (www.runconverge.com)
49. 長期被忽視的真菌,作為生命必需的存在,終於開始獲得應有的重視。 Long Overlooked as Crucial to Life, Fungi Start to Get Their Due (e360.yale.edu)
52. 克勞德現可創建交互式圖表、示意圖及可視化內容。 Claude now creates interactive charts, diagrams and visualizations (claude.com)
53. 另一位DOGE員工解釋他如何在NEH標記資助項目為"DEI" Another DOGE staffer explaining how he flagged grants at NEH for "DEI" (bsky.app)
54. 大都會博物館發佈140件著名藝術品高清3D掃描數據 The Met Releases High-Def 3D Scans of 140 Famous Art Objects (www.openculture.com)
55. 意大利檢方要求對亞馬遜及其4名高管提起訴訟,指控其涉嫌逃稅14億美元 Italian prosecutors seek trial for Amazon, 4 execs in alleged 1.4B tax evasion (www.reuters.com)
57. Atlassian首席執行官:人工智能不會取代這裡的人,但我們還是要解僱他們 Atlassian CEO: AI doesn''t replace people here, but we''re firing them anyway (www.heise.de)
58. 亞馬遜強制工程師使用AI編程工具,隨後丟失630萬筆訂單 Amazon Forced Engineers to Use AI Coding Tools. Then It Lost 6.3M Orders (medium.com)
59. 結腸癌現已成為美國50歲以下人群癌症死亡的首要原因 Colon cancer now leading cause of cancer deaths under 50 in US (www.theguardian.com)
60. 伊朗宣稱"水下無人機"襲擊後,美希籍油輪起火 US- and Greek-owned tankers ablaze after Iran claims ''underwater drone'' strike (www.lloydslist.com)
61. 亞洲推行每週四天工作制與居家辦公,以應對伊朗戰爭引發的燃油危機 Asia rolls out 4-day weeks, WFH to solve fuel crisis caused by Iran war (fortune.com)
62. 自動取款機並未取代銀行櫃員的工作,但iPhone卻做到了。 ATMs didn''t kill bank Teller jobs, but the iPhone did (davidoks.blog)
63. 美國海軍因風險過高拒絕霍爾木茲海峽護航請求 U.S. Navy Turns Down Hormuz Escort Requests Because of High Risk (maritime-executive.com)
64. 郊區學區使用車牌識別系統核查學生居住地 Suburban school district uses license plate readers to verify student residency (www.nbcchicago.com)
65. Kotlin創建者的新語言:用正式方式與大型語言模型對話,而非英語 Kotlin creator''s new language: a formal way to talk to LLMs instead of English (codespeak.dev)
66. Hive(YC S14)正在招聘充滿幹勁的產品經理和產品/數據工程師 Hive (YC S14) is hiring scrappy product managers and product/data engineers (jobs.ashbyhq.com)
68. Show HN: Axe A 12MB 二進制文件,可替代您的AI框架 Axe A 12MB binary that replaces your AI framework (github.com)
69. Show HN: 我開發了一個SDK,能將HTML內容打亂,讓爬蟲抓取到垃圾數據。 I built an SDK that scrambles HTML so scrapers get garbage (www.obscrd.dev)
71. 伊朗黑客組織攻擊醫療設備製造商史賽克並清空其系統 Iranian Hacktivists Strike Medical Device Maker Stryker and Wiped Systems (www.zetter-zeroday.com)
72. 美國農業部正在關閉辦公樓、調動員工並大幅縮減規模。 USDA is closing buildings, relocating staff, and downsizing-a lot (www.foodpolitics.com)
73. Show HN: 我們分析了1,573次Claude Code會話,以瞭解AI代理的工作機制。 We analyzed 1,573 Claude Code sessions to see how AI agents work (github.com)
74. 分析顯示,美伊戰爭中至少17處美國設施遭破壞 At Least 17 U.S. Sites Damaged in War with Iran, Analysis Shows (www.nytimes.com)
75. ArcaOS 5.1.2(基於 OS/2 Warp 4.52)現已發佈 ArcaOS 5.1.2 (based on OS/2 Warp 4.52) now available (www.arcanoae.com)
76. Show HN: Calyx——基於Ghostty的macOS終端,搭載液態玻璃界面 Calyx – Ghostty-Based macOS Terminal with Liquid Glass UI (github.com)
77. 美國銀行對私營信貸的風險敞口達3000億美元 US banks'' exposure to private credit hits 300B (alternativecreditinvestor.com)
78. Emacs內部機制:帶標籤指針與C std::variant及LLVM(第三部分) Emacs internals: Tagged pointers vs. C std:variant and LLVM (Part 3) (thecloudlet.github.io)
80. 惠譽稱2025年美國私募信貸違約率將創紀錄升至9.2% US private credit defaults hit record 9.2% in 2025, Fitch says (www.marketscreener.com)
81. 北溪管道破壞事件獨立地球物理法證分析 Independent Geophysical Forensic Analysis of the Nordstream Pipeline Sabotage (www.geophysical-forensics.ch)
84. 疏伐:子列表見證與德布魯因指數位移聚簇 Thinnings: Sublist Witnesses and de Bruijn Index Shift Clumping (www.philipzucker.com)
95. SBCL:一個可理性自舉的通用Lisp(2008)[pdf] SBCL: A Sanely-Bootstrappable Common Lisp (2008) [pdf] (research.gold.ac.uk)
97. 美國宇航局的DART探測器改變了一顆小行星繞太陽的軌道 NASA''s DART spacecraft changed an asteroid''s orbit around the sun (www.sciencenews.org)
100. 美國情報部門稱伊朗政府不存在崩潰風險 US intelligence says Iran government is not at risk of collapse (www.reuters.com)
102. 儘管達成釋放創紀錄數量戰略儲備的協議,油價仍突破每桶100美元大關 Oil hits 100 a barrel despite deal to release record amount of reserves (www.bbc.com)
103. 伊朗支持的黑客宣稱對醫療科技公司史賽克發動了擦除攻擊 Iran-Backed Hackers Claim Wiper Attack on Medtech Firm Stryker (krebsonsecurity.com)
107. 伊朗戰爭導致尿素價格近乎翻倍,食品成本即將飆升 Food costs set to spike as urea prices nearly doubles due to war in Iran (tradingeconomics.com)
109. 蘋果發佈iOS 15.8.7系統,修復2015年iPhone 6S存在的Coruna漏洞 Apple releases iOS 15.8.7 to fix Coruna exploit for iPhone 6S from 2015 (support.apple.com)
111. Show HN: s@:基於靜態網站的去中心化社交網絡 s@: decentralized social networking over static sites (satproto.org)
112. 實測:DVDRW光盤可重寫次數?測試方法與結果 Tested: How Many Times Can a DVDRW Be Rewritten? Methodology and Results (goughlui.com)
114. CNN 解析器——在瀏覽器中學習卷積神經網絡(2020) CNN Explainer – Learn Convolutional Neural Network in Your Browser (2020) (poloclub.github.io)
115. Show HN: Autoresearch_at_home——類似SETI_at_home的LLM訓練項目 Autoresearch_at_home – SETI_at_home but for LLM training (www.ensue-network.ai)
117. NemoClaw——英偉達即將推出的開源人工智能代理平臺 NemoClaw – Nvidia''s upcoming open-source AI agent platform (nemoclaw.bot)
118. Atlassian將裁員約1600人,轉向人工智能領域 Atlassian to cut roughly 1,600 jobs in pivot to AI (www.reuters.com)
121. 英國在700年後將世襲貴族逐出議會 Britain is ejecting hereditary nobles from Parliament after 700 years (apnews.com)
123. Meticulous(YC S21)正在招聘,旨在重新定義軟件開發 Meticulous (YC S21) is hiring to redefine software dev (jobs.ashbyhq.com)
124. 伊朗警告稱,隨著戰爭擴大,美國科技公司可能成為攻擊目標 Iran warns U.S. tech firms could become targets as war expands (www.wired.me)
132. 請勿發佈生成式/AI編輯的評論。HN旨在促進人類之間的對話。 Don''t post generated/AI-edited comments. HN is for conversation between humans. (news.ycombinator.com)
133. CRusTTY:一款具備時間旅行調試功能的教學型C語言解釋器 CRusTTY: A pedagogical C interpreter with time-travel debugging capabilities (github.com)
138. 密歇根州一家醫療技術公司遭遇疑似與伊朗有關聯的網絡攻擊 Medical technology company in Michigan hit by suspected Iran-linked cyberattack (www.fox17online.com)
140. Show HN: 我開發了一個工具,用於監控網頁並以RSS格式發佈更新內容。 I built a tool that watches webpages and exposes changes as RSS (sitespy.app)
141. 秘魯山體上鑿出的5200個孔洞,是古代經濟活動的遺蹟 5,200 holes carved into a Peruvian mountain left by an ancient economy (newatlas.com)
145. Show HN: 為向孩子們解釋工作而構建的純JavaScript煉油廠模擬器 Vanilla JavaScript refinery simulator built to explain job to my kids (fuelingcuriosity.com)
148. Show HN: 我從零開始構建了一個ISP基礎設施仿真器,並使用了自定義的vBNG。 I built an ISP infrastructure emulator from scratch with a custom vBNG (aether.saphal.me)
149. Launch HN: Sentrial(YC W26)——在用戶發現之前捕捉AI代理故障 Sentrial (YC W26) – Catch AI Agent Failures Before Your Users Do (www.sentrial.com)
150. Launch HN: 稜鏡(YC X25)——用於生成和編輯視頻的工作區及API Prism (YC X25) – Workspace and API to generate and edit videos (www.prismvideos.com)
152. 當人們看到弦理論時,她卻看見由分形構成的時空 Where Some See Strings, She Sees a Space-Time Made of Fractals (www.quantamagazine.org)
154. 時間:修復JavaScript時間的九年征程 Temporal: The 9-Year Journey to Fix Time in JavaScript (bloomberg.github.io)
159. 使WebAssembly成為網絡上的第一類語言 Making WebAssembly a first-class language on the Web (hacks.mozilla.org)
161. 颶風電子(HE.NET)IPv6隧道代理頁面因域名過期而離線 Hurricane Electric (HE.NET) IPv6 tunnelbroker page offline due to expired domain (tunnelbroker.net)
163. Show HN: 我記錄下所有我見過的昂貴硬件開發錯誤 I wrote down every expensive hardware development mistake I''ve seen (thehardesthardwarelessons.com)
166. 英國議員賦予政府限制18歲以下青少年上網的權力 UK MPs give ministers powers to restrict Internet for under 18s (www.openrightsgroup.org)
167. 西澳大利亞州所得稅法案經24小時辯論後獲州議會通過 WA income tax clears House after 24-hour debate (www.seattletimes.com)
168. 助長大規模科學欺詐的實體規模龐大、具有韌性且不斷壯大 The entities enabling scientific fraud at scale are large, resilient and growing (doi.org)
169. 舉報人:DOGE成員將社會保障數據帶到新工作崗位 Whistleblower: DOGE member took Social Security data to new job (www.washingtonpost.com)
171. 樂高0.002毫米規格及其對製造業的影響 Lego''s 0.002 mm Specification and Its Implications for Manufacturing (www.thewave.engineer)
173. 瑞士電子投票系統因USB密鑰解密失敗,導致2048張選票無法計數 Swiss e-voting can''t count 2,048 ballots after USB keys fail to decrypt them (www.theregister.com)
174. PeppyOS:ROS 2 的更簡潔替代方案(現已支持容器) PeppyOS: A simpler alternative to ROS 2 (now with containers support) (peppy.bot)
175. 微軟BitNet:100B參數1位模型,適用於本地CPU Microsoft BitNet: 100B Param 1-Bit model for local CPUs (github.com)
177. 隨著美國導彈撤離韓國,菲律賓發出質疑:下一個會是我們嗎? As US missiles leave South Korea, the Philippines asks: are we next? (www.scmp.com)
180. 當鏈條成為產品:代幣融資創業公司的七年曆程 When the chain becomes the product: Seven years inside a token-funded venture (markmhendrickson.com)
184. 我要自己動手造一臺OpenClaw,帶二十一點和麵包機。 I''m going to build my own OpenClaw, with blackjack and bun (github.com)
185. FreeBSD 系統對 Aquantia AQC113 和 AQC113C 以太網控制器的支持 Support for Aquantia AQC113 and AQC113C Ethernet Controllers on FreeBSD (github.com)
186. TADA:通過文本-聲學同步實現快速可靠的語音生成 TADA: Fast, Reliable Speech Generation Through Text-Acoustic Synchronization (www.hume.ai)
191. 康沃爾傳統故事集,附故事地點地圖 Traditional tales from Cornwall, with maps for stories'' locations (www.mazedtales.org)
192. 謝爾蓋·布林資助誤導性公投提案以廢除財富稅 Sergey Brin Funds Misleading Ballot Measure to Negate Wealth Tax (prospect.org)
193. Julia Snail——一個類似Clojure的Cider的Julia Emacs開發環境 Julia Snail – An Emacs Development Environment for Julia Like Clojure''s Cider (github.com)
195. 我開發了一個用於檢測後端配置錯誤的拼寫檢查器。 "I built a spell checker for back end configuration mistakes." (www.npmjs.com)
198. 消息人士稱,EQT正考慮以60億美元出售Linux先驅SUSE EQT eyes potential 6B sale of Linux pioneer SUSE, sources say (www.reuters.com)
202. Show HN: 模量——跨存儲庫知識編碼代理協調 Modulus – Cross-repository knowledge orchestration for coding agents (modulus.so)
203. 與代理建立網絡連接:通過Tailscale將它們置於正確的對話中 Networking with agents: Put them in the right conversations with Tailscale (blog.firetiger.com)
210. Tell HN: 蘋果開發證書服務器似乎無法訪問? Apple development certificate server seems down? (news.ycombinator.com)
211. Show HN: Joha——一款基於瀏覽器的免費繪圖平臺,內置預設形狀工具 Joha – a free browser-based drawing playground with preset shape tools (joha-app.pages.dev)
212. 針對呼吸道感染和過敏原的通用疫苗 Universal vaccine against respiratory infections and allergens (med.stanford.edu)
216. 愛荷華州公用電話自辯(美聯社,1984年) Iowa Payphone Defends Itself (Associated Press, 1984) (www.payphone-project.com)
217. 探索海洋:樹莓派驅動的海洋機器人 Exploring the ocean with Raspberry Pi–powered marine robots (www.raspberrypi.com)
219. 停機事故後,亞馬遜要求高級工程師對人工智能輔助的變更進行簽字確認 After outages, Amazon to make senior engineers sign off on AI-assisted changes (arstechnica.com)
222. 將二進制浮點數轉換為最短十進制字符串 Converting Binary Floating-Point Numbers to Shortest Decimal Strings (onlinelibrary.wiley.com)
223. 新發現的HyperCard作品:《神經漫遊者》/《零計數》/《蒙娜麗莎過載》 New HyperCard discovery: Neuromancer / Count Zero / Mona Lisa Overdrive (macintoshgarden.org)
224. 谷歌將於2027年4月終止Widevine雲許可服務 Google to Discontinue Widevine Cloud License Service in April 2027 (castlabs.com)
225. 你僱傭人工智能編寫測試題。它們當然能通過。 You Hired the AI to Write the Tests. Of Course They Pass (www.claudecodecamp.com)
229. 同位素證據揭示星際天體3I/Atlas的寒冷遙遠起源 Isotopic Evidence for a Cold and Distant Origin of Interstellar Object 3I/Atlas (arxiv.org)
230. 繞過Apache Fop的PostScript轉義以訪問GhostScript Bypassing Apache Fop PostScript Escaping to Reach GhostScript (offsec.almond.consulting)
231. 楊立昆籌集10億美元資金,致力於開發能夠理解物理世界的人工智能 Yann LeCun raises 1B to build AI that understands the physical world (www.wired.com)
240. Show HN: 一種學習保留機制,不是Duolingo那種操縱手段? A retention mechanic for learning that isn''t Duolingo manipulation? (www.dailylabs.co)
242. Show HN: 基於文本提示的衛星影像目標檢測 Satellite imagery object detection using text prompts (www.useful-ai-tools.com)
245. Show HN: RunAnwhere(YC W26)——蘋果硅芯片上更快的AI推理 RunAnwhere (YC W26) – Faster AI Inference on Apple Silicon (github.com)
247. YouTube廣告即將變得更長,且無法跳過。 YouTube ads are about to get even longer and they''ll be unskippable (www.dexerto.com)
249. 售價3美元的ChromeOS Flex移動設備將讓老舊過時的電腦重獲新生 3 ChromeOS Flex stick will revive old and outdated computers (9to5google.com)
252. 我運用脈衝星探測技術,將手機改造成了腕錶計時器。 I used pulsar detection techniques to turn a phone into a watch timegrapher (www.chronolog.watch)
253. Show HN: 克勞德代碼行星改造破壞事件可玩版本 A playable version of the Claude Code Terraform destroy incident (www.youbrokeprod.com)
255. 亞馬遜正召開關於人工智能破壞其系統的強制性會議 Amazon is holding a mandatory meeting about AI breaking its systems (twitter.com)
256. Launch HN: Didit(YC W26)——身份驗證領域的Stripe Didit (YC W26) – Stripe for Identity Verification (news.ycombinator.com)
258. 圖靈獎得主、前牛津大學教授託尼·霍爾逝世 Turing Award winner and former Oxford professor Tony Hoare passed away (blog.computationalcomplexity.org)
261. 全球氣溫持續升高,威脅著年輕人和老年人的生活質量 Intensifying global heat threatens livability for younger and older adults (iopscience.iop.org)
262. Show HN: 如何僅憑兩塊遊戲顯卡登頂HuggingFace開源大語言模型排行榜 How I Topped the HuggingFace Open LLM Leaderboard on Two Gaming GPUs (dnhkng.github.io)
263. 面向開發人員的新版Oracle Solaris環境 A New Version of Our Oracle Solaris Environment for Developers (blogs.oracle.com)
264. 如何選擇託管安全服務提供商(MSSP)? How Do You Choose a Managed Security Service Provider (MSSP)? (msspproviders.io)
268. Show HN: DD Photos – 開源相冊網站生成器(基於Go語言和SvelteKit框架) DD Photos – open-source photo album site generator (Go and SvelteKit) (github.com)
270. 從俄羅斯到Cloudflare的流量較去年下降60%。 Traffic from Russia to Cloudflare is 60% down from last year (radar.cloudflare.com)
272. 德國太陽能熱潮緩解電力成本,天然氣價格飆升 Germany''s Solar Boom Eases Power Costs as Gas Price Jumps (www.bloomberg.com)
274. SHOW HN:Cloudflare Workers 的使用斷路器 SHOW HN: A usage circuit breaker for Cloudflare Workers (news.ycombinator.com)
275. 用於兒童安全的在線年齡驗證工具正在監控成年人 Online age-verification tools for child safety are surveilling adults (www.cnbc.com)
276. Caxlsx:用於生成帶圖表、圖片和模式驗證的xlsx文件的Ruby gem Caxlsx: Ruby gem for xlsx generation with charts, images, schema validation (github.com)
281. 我換過好幾份職業卻沒拿過學位——直到62歲那年,我成了古生物學家。 I''d had several careers but no degree – then I became a palaeontologist at 62 (www.theguardian.com)
283. 楊立昆的人工智能初創公司完成10億美元融資,創歐洲史上最大規模種子輪融資紀錄 Yann LeCun''s AI startup raises 1B in Europe''s largest ever seed round (www.ft.com)
284. OpenClaw不僅在中國走紅,更解決了結構性問題 OpenClaw Did Not Just Go Viral in China, It Solved a Structural Problem (hellochinatech.com)
286. 寶芯-1x:面向高保障應用的22納米半開放式系統級芯片 Baochip-1x: A Mostly-Open, 22nm SoC for High Assurance Applications (www.bunniestudios.com)
287. 傑維斯原則,或《辦公室》中的辦公室 The Gervais Principle, or the Office According to "The Office" (www.ribbonfarm.com)
288. Redox OS已實施原產地證書政策及嚴格的禁止使用大型語言模型政策 Redox OS has adopted a Certificate of Origin policy and a strict no-LLM policy (gitlab.redox-os.org)
290. LoGeR——基於超長視頻的3D重建(DeepMind、加州大學伯克利分校) LoGeR – 3D reconstruction from extremely long videos (DeepMind, UC Berkeley) (loger-project.github.io)
292. macOS Tahoe 窗口的四個角具有不同的圓角半徑 macOS Tahoe windows have different corner radiuses (lapcatsoftware.com)
295. Show HN: 我曾在此——在街景上塗鴉,他人可發現你的畫作 I Was Here – Draw on street view, others can find your drawings (washere.live)
299. Windows:微軟搞砸了唯一重要的東西 Windows: Microsoft broke the only thing that mattered (www.yankodesign.com)