2. 惠普Zbook Ultra G1a初體驗：銳龍AI Max 395處理器，Strix Halo 128GB內存 ↑ 5 HN Points 07:22 My First Impression on HP Zbook Ultra G1a: Ryzen AI Max 395, Strix Halo 128GB (forum.level1techs.com)
4. 基於屬性的測試發現了一個我永遠無法發現的安全漏洞 ↑ 4 HN Points 07:40 Property-Based Testing Caught a Security Bug I Never Would Have Found (kiro.dev)
5. 從零到量子電動力學：用Lean 4輕鬆入門形式化編程 ↑ 4 HN Points 12-14 From Zero to QED: An informal introduction to formality with Lean 4 (sdiehl.github.io)
6. 2026年蘋果將增加廣告投放，以提升搜索結果中的商業機會 ↑ 10 HN Points 13:38 2026 Apple introducing more ads to increase opportunity in search results (ads.apple.com)
8. 重構版《Commander Keen》1-3代源代碼 ↑ 12 HN Points 11:26 Reconstructed Commander Keen 1-3 Source Code (pckf.com)
9. 適用於ERP和會計軟件的C低代碼工具包 ↑ 6 HN Points 12-16 C lowcode toolkit for ERP and Accounting Software (fin.in.net)
10. SMB Direct – 基於RDMA的SMB3協議 – Linux內核文檔 ↑ 3 HN Points 09:42 SMB Direct – SMB3 over RDMA – The Linux Kernel Documentation (docs.kernel.org)
11. 提示緩存：大型語言模型令牌成本降低10倍，但如何實現？ ↑ 14 HN Points 12-17 Prompt caching: 10x cheaper LLM tokens, but how? (ngrok.com)
13. Lite3，一種兼容JSON的零拷貝序列化格式 ↑ 3 HN Points 12-13 Lite3, a JSON-Compatible Zero-Copy Serialization Format (github.com)
14. Noclip.website – 電子遊戲關卡的數字博物館 ↑ 13 HN Points 10:20 Noclip.website – A digital museum of video game levels (noclip.website)
16. Show HN: Bithoven——一種用於比特幣智能合約的高級命令式語言 ↑ 4 HN Points #Show HN 12-15 Bithoven – A high-level, imperative language for Bitcoin Smart Contract (github.com)
17. 革新軌道模擬的代碼 [視頻] ↑ 7 HN Points 12-15 The Code That Revolutionized Orbital Simulation [video] (www.youtube.com)
20. 僅使用1913年前的文本訓練大型語言模型 ↑ 23 HN Points 06:39 Trained LLMs exclusively on pre-1913 texts (github.com)
21. 本地所見即所得Markdown、原型設計、數據模型編輯器，由Claude Code提供技術支持 ↑ 8 HN Points 04:26 Local WYSIWYG Markdown, mockup, data model editor powered by Claude Code (nimbalyst.com)
22. Show HN: 僅用已知詞彙學習語言 ↑ 14 HN Points #Show HN 12-15 Learning a Language Using Only Words You Know (simedw.com)
23. Mac Studio配備1.5 TB顯存——基於雷電5的RDMA技術 ↑ 6 HN Points 06:23 1.5 TB of VRAM on Mac Studio – RDMA over Thunderbolt 5 (www.jeffgeerling.com)
24. 人工智能自動售貨機被欺騙，將所有商品免費送出 ↑ 17 HN Points 05:52 AI Vending Machine Was Tricked into Giving Away Everything (kottke.org)
27. Delty（YC X25）正在招聘機器學習工程師 HN Link #Job 05:02 Delty (YC X25) Is Hiring an ML Engineer (www.ycombinator.com)
28. 這些年來（2016年）我一直錯誤地編寫環形緩衝區 ↑ 19 HN Points 12-17 I''ve been writing ring buffers wrong all these years (2016) (www.snellman.net)
29. Show HN: Picknplace.js，拖放功能的替代方案 ↑ 36 HN Points #Show HN 12-17 Picknplace.js, an alternative to drag-and-drop (jgthms.com)
30. Show HN: Spice Cayenne——基於Vortex構建的SQL加速器 ↑ 19 HN Points #Show HN 03:00 Spice Cayenne – SQL acceleration built on Vortex (spice.ai)
31. Go-boot：裸機 Go UEFI 啟動管理器 ↑ 22 HN Points 12-18 Go-boot: bare metal Go UEFI boot manager (github.com)
32. TRELLIS.2：尖端大型三維生成模型（40億參數） ↑ 25 HN Points 12-17 TRELLIS.2: state-of-the-art large 3D generative model (4B) (github.com)
33. Show HN: 阻止AI抓取工具瘋狂訪問您的自託管博客 ↑ 46 HN Points #Show HN 12-17 Stop AI scrapers from hammering your self-hosted blog (github.com)
36. 我如何使用編碼代理編寫了基於Python的HTML5解析器JustHTML ↑ 26 HN Points 12-15 How I wrote JustHTML, a Python-based HTML5 parser, using coding agents (friendlybit.com)
39. T5Gemma 2：新一代編碼器-解碼器模型 ↑ 3 HN Points 03:48 T5Gemma 2: The next generation of encoder-decoder models (blog.google)
40. 如何用一個簡單技巧破解Discord、Vercel等平臺 ↑ 14 HN Points 03:41 How to hack Discord, Vercel and more with one easy trick (kibty.town)
41. 蘇格蘭高地、阿巴拉契亞山脈、阿特拉斯山脈同屬一座山脈。 ↑ 10 HN Points 03:15 The Scottish Highlands, the Appalachians, Atlas are the same mountain range (vividmaps.com)
43. Show HN: Composify – 開源可視化編輯器 / React 的服務器驅動式用戶界面 ↑ 42 HN Points #Show HN 00:02 Composify – Open-Source Visual Editor / Server-Driven UI for React (github.com)
44. 芬蘭向兩組人群發放相同金額的補助——其中一組的心理健康狀況有所改善 ↑ 19 HN Points 12-18 Finland gave two groups identical payments – one saw better mental health (scottsantens.substack.com)
47. 得克薩斯州正起訴所有大型電視製造商，指控其監視用戶觀看內容 ↑ 35 HN Points 12-17 Texas is suing all of the big TV makers for spying on what you watch (www.theverge.com)
48. 採用人工智能設計的Linux計算機首次嘗試即可啟動 ↑ 44 HN Points 12-17 Linux computer designed with AI boots on first attempt (www.tomshardware.com)
52. 我們通過供應鏈攻擊攻陷了X、Vercel、Cursor和Discord ↑ 63 HN Points 03:08 We pwned X, Vercel, Cursor, and Discord through a supply-chain attack (gist.github.com)
53. 中國如何打造"曼哈頓計劃"以在人工智能芯片領域與西方抗衡 ↑ 11 HN Points 02:55 How China built its ‘Manhattan Project’ to rival the West in AI chips (www.japantimes.co.jp)
56. 電阻器如何將計算技術融入1960年代的反主流文化 ↑ 3 HN Points 12-18 How the RESISTORS put computing into 1960s counter-culture (spectrum.ieee.org)
57. IRC的ping超時問題怎麼會演變成一場訴訟？ ↑ 9 HN Points 12-18 How did IRC ping timeouts end up in a lawsuit? (mjg59.dreamwidth.org)
58. 禁書榜首：美國校園禁書排行榜——美國筆會中心 ↑ 25 HN Points 03:02 Top Banned Books: The Most Banned Books in U.S. Schools – Pen America (pen.org)
60. 統計學習理論與ChatGPT ↑ 5 HN Points 12-16 Statistical Learning Theory and ChatGPT (kamalikachaudhuri.substack.com)
61. Firefox將提供一項選項，用於禁用所有AI功能。 ↑ 32 HN Points 02:18 Firefox will have an option to disable all AI features (mastodon.social)
62. 麻省理工學院核科學教授努諾·盧雷羅在馬薩諸塞州家中被發現中槍身亡 ↑ 20 HN Points 02:15 MIT nuclear science professor Nuno Loureiro found shot dead in home in Mass (nypost.com)
63. Show HN: Paper2Any——一款可將研究論文轉換為可編輯PPT的開源工具 ↑ 3 HN Points #Show HN 00:44 Paper2Any – Open tool to generate editable PPTs from research papers (github.com)
67. 軟件控制等級軍事標準 ↑ 4 HN Points 01:12 Military Standard on Software Control Levels (entropicthoughts.com)
68. 能夠感知、思考、行動和計算的微型機器人 ↑ 6 HN Points 12-14 Microscopic robots that sense, think, act, and compute (www.science.org)
69. Valve正在反向操作蘋果的策略 ↑ 30 HN Points 12-18 Valve Is Running Apple''s Playbook in Reverse (www.garbagecollected.dev)
70. 心臟病、腎臟病與2型糖尿病可能是一種疾病 ↑ 16 HN Points 12-18 Heart and Kidney Diseases and Type 2 Diabetes May Be One Ailment (www.scientificamerican.com)
71. Dogalog：基於Prolog的實時編程音樂環境 ↑ 8 HN Points 12-14 Dogalog: A realtime Prolog-based livecoding music environment (github.com)
72. 自2026年1月起，ACM旗下所有出版物將全面開放獲取。 ↑ 19 HN Points 12-18 Beginning January 2026, all ACM publications will be made open access (dl.acm.org)
73. Launch HN: Pulse（YC S24）——生產級非結構化文檔提取 ↑ 4 HN Points 12-18 Pulse (YC S24) – Production-grade unstructured document extraction (news.ycombinator.com)
75. 使用TypeScript獲取最稀有的車牌之一 ↑ 5 HN Points 12-18 Using TypeScript to Obtain One of the Rarest License Plates (www.jack.bio)
76. 你的工作是交付經過驗證的可運行代碼。 ↑ 30 HN Points 12-18 Your job is to deliver code you have proven to work (simonwillison.net)
77. 西班牙對愛彼迎處以6500萬歐元罰款：政府為何嚴打非法租賃 ↑ 25 HN Points 12-18 Spain fines Airbnb 65M: Why the government is cracking down on illegal rentals (www.euronews.com)
79. Show HN: 面向大型語言模型代理的本地優先存儲庫（SQLite） ↑ 9 HN Points #Show HN 12-14 A local-first memory store for LLM agents (SQLite) (github.com)
81. Show HN: X Writer – 無干擾地從 VS Code 發送推文（自備設備，開源） ↑ 5 HN Points #Show HN 12-18 X Writer – Tweet from VS Code Without Distractions (BYOK, Open Source) (github.com)
82. 使用開源技術虛擬化Nvidia HGX B200 GPU ↑ 7 HN Points 12-18 Virtualizing Nvidia HGX B200 GPUs with Open Source (www.ubicloud.com)
83. 人工智能雖能加速交付，卻會產生多出1.7倍的缺陷。 ↑ 32 HN Points 12-18 AI helps ship faster but it produces 1.7 more bugs (www.coderabbit.ai)
85. 目前大多數停放域名正在提供惡意內容 ↑ 29 HN Points 12-18 Most parked domains now serving malicious content (krebsonsecurity.com)
86. 古典雕像並未被塗得慘不忍睹 ↑ 27 HN Points 12-18 Classical statues were not painted horribly (worksinprogress.co)
87. GitHub推遲了此前宣佈的針對自託管GitHub Actions的計費變更 ↑ 74 HN Points 12-18 GitHub postponing the announced billing change for self-hosted GitHub Actions (twitter.com)
88. 從分析到內核補丁：eBPF性能修復的歷程 ↑ 3 HN Points 12-14 From profiling to kernel patch: the journey to an eBPF performance fix (rovarma.com)
89. 一所學校因AI系統誤報槍支而實施封鎖，結果發現是支單簧管。 ↑ 14 HN Points 12-18 A school locked down after AI flagged a gun. It was a clarinet (www.washingtonpost.com)
91. 英國監管機構稱開發Signal這類應用可能構成"敵對活動" ↑ 18 HN Points 12-18 Creating apps like Signal could be ''hostile activity'' claims UK watchdog (www.techradar.com)
92. 流暢：實現自然譯文的本地化系統 ↑ 3 HN Points 12-14 Fluent: A Localization System for Natural-Sounding Translations (projectfluent.org)
93. 美國最嚴重的碳汙染源，以荒謬的精度繪製成圖 ↑ 9 HN Points 12-18 America''s Dirtiest Carbon Polluters, Mapped to Ridiculous Precision (gizmodo.com)
94. 我們讓AI管理辦公室自動售貨機，結果它損失了數百美元 ↑ 9 HN Points 12-18 We Let AI Run Our Office Vending Machine. It Lost Hundreds of Dollars (www.wsj.com)
96. 在摧毀珍貴水資源後，伊朗正面臨乾涸危機 ↑ 7 HN Points 12-18 After Ruining a Treasured Water Resource, Iran Is Drying Up (e360.yale.edu)
99. 變富如何讓青少年失去自由 ↑ 23 HN Points 12-18 How getting richer made teenagers less free (www.theargumentmag.com)
100. 《編組、結與纏結》在線教材 ↑ 3 HN Points 12-18 Online Textbook for Braid groups and knots and tangles (matthematics.com)
101. GitHub Actions 自託管運行器價格上漲計劃延期 ↑ 20 HN Points 12-18 GitHub Actions for Self-Hosted Runners Price Increase Postponed (pricetimeline.com)
102. 喬納森·布勞過去十年間為你設計了1400道謎題 ↑ 8 HN Points 12-12 Jonathan Blow has spent the past decade designing 1,400 puzzles for you (arstechnica.com)
103. 用Go語言構建高性能OpenAPI解析器 ↑ 7 HN Points 12-15 Building a High-Performance OpenAPI Parser in Go (www.speakeasy.com)
104. 通過ND6路由器通告實現的RCE（遠程代碼執行）在FreeBSD系統中 ↑ 6 HN Points 12-18 RCE via ND6 Router Advertisements in FreeBSD (www.freebsd.org)
105. Rust Linux內核代碼中發現安全漏洞 ↑ 17 HN Points 12-18 Security vulnerability found in Rust Linux kernel code (git.kernel.org)
108. 舊金山議員投票通過設立賠償基金，每位黑人居民可獲500萬美元 ↑ 10 HN Points 12-18 SF lawmakers vote to create reparations fund 5M per Black resident (www.reddit.com)
109. "幽靈職位"正日益增多——呼籲禁止此類職位的聲浪也隨之高漲 ↑ 12 HN Points 12-18 ''Ghost jobs'' are on the rise – and so are calls to ban them (www.bbc.com)
111. Ask HN: 有人明白Hacker News是怎麼運作的嗎？ ↑ 8 HN Points #Ask HN 12-18 Does anyone understand how Hacker News works? (news.ycombinator.com)
112. Mozilla新任首席執行官確認Firefox將轉型為"人工智能瀏覽器" ↑ 13 HN Points 12-18 Mozilla''s New CEO Confirms Firefox Will Become an "AI Browser" (www.omgubuntu.co.uk)
113. 法官暗示Vizio電視購買者可能擁有根據GPL許可獲得源代碼的權利 ↑ 12 HN Points 12-18 Judge hints Vizio TV buyers may have rights to source code licensed under GPL (www.theregister.com)
114. 綠洲：通過CXL匯聚PCIe設備以提升利用率 ↑ 4 HN Points 12-12 Oasis: Pooling PCIe Devices over CXL to Boost Utilization (dl.acm.org)
115. 目前超過半數的研究人員在同行評審中使用人工智能，這往往違背了相關指導方針。 ↑ 2 HN Points 12-18 More than half of researchers now use AI for peer review, often against guidance (www.nature.com)
116. 德國：亞馬遜不得強制用戶在Prime Video上觀看廣告 ↑ 39 HN Points 12-18 Germany: Amazon is not allowed to force customers to watch ads on Prime Video (www.zeit.de)
117. Opencoil——在野外挪用感應充電板（2020）[視頻] ↑ 3 HN Points 12-16 Opencoil – appropriating inductive charging pads in the wild (2020) [video] (media.ccc.de)
118. Ask HN: 2025年靠副業月入500美元的人——展示與分享 ↑ 27 HN Points #Ask HN 12-18 Those making 500/month on side projects in 2025 – Show and tell (news.ycombinator.com)
119. Show HN: 我用Zig語言開發了一個快速RSS閱讀器 ↑ 25 HN Points #Show HN 12-17 I built a fast RSS reader in Zig (github.com)
120. 唐·麥金農：為何軟件設計中簡約勝過精巧 [音頻] ↑ 3 HN Points 12-16 Don MacKinnon: Why Simplicity Beats Cleverness in Software Design [audio] (maintainable.fm)
121. 我必須住在森林裡才能從事開源工作 ↑ 3 HN Points 12-18 I Have to Live in a Forest to Work on Open Source (trop.in)
123. 回顧：LANPAR，首款電子表格軟件 ↑ 9 HN Points 12-18 A look back: LANPAR, the first spreadsheet (technicallywewrite.com)
124. 宇宙之戰：埃利亞斯·卡內蒂與死亡的較量 ↑ 4 HN Points 12-15 A Cosmic Offense: Elias Canetti''s contest against death (www.commonwealmagazine.org)
125. 為什麼我的支付代理叫喬治，而不是Stripe-Agent ↑ 9 HN Points 12-15 Why My Payment Agent Is Named George, Not Stripe-Agent (blog.kestrelsnest.social)
126. TikTok非法追蹤你的購物習慣——以及你使用交友應用的情況 ↑ 6 HN Points 12-18 TikTok unlawfully tracks your shopping habits – and your use of dating apps (noyb.eu)
127. 解析美國中年死亡率差距擴大的原因：是否存在關鍵證據？ ↑ 8 HN Points 12-18 Explaining the Widening Divides in US Midlife Mortality: Is There a Smoking Gun? (www.nber.org)
128. 兩棲類和爬行動物的腸道細菌實現完全消除腫瘤 ↑ 9 HN Points 12-18 Gut Bacteria from Amphibians and Reptiles Achieve Complete Tumor Elimination (www.jaist.ac.jp)
129. 委內瑞拉海軍開始護航船隻，美國威脅實施封鎖 ↑ 28 HN Points 12-18 Venezuela''s Navy Begins Escorting Ships as U.S. Threatens Blockade (www.nytimes.com)
131. 速度至關重要：為何高效工作比表面看起來更重要 ↑ 18 HN Points 12-15 Speed matters: Why working quickly is more important than it seems (jsomers.net)
132. 美國兒科學會因批評小羅伯特·肯尼迪遭衛生與公眾服務部撤資 ↑ 37 HN Points 12-18 American Academy of Pediatrics loses HHS funding after criticizing RFK Jr. (www.washingtonpost.com)
134. Show HN: GitForms——零成本聯繫表單，採用GitHub Issues作為數據庫 ↑ 5 HN Points #Show HN 12-18 GitForms – Zero-cost contact forms using GitHub Issues as database (gitforms-landing.vercel.app)
135. 摒棄思維鏈黑客：構建AI操作的模塊化系統 ↑ 3 HN Points 12-14 Ditch the Chain-of-Thought Hacks: A Modular System for Composing AI Operations (vibboai.com)
137. Cloudflare Radar 2025年度回顧 ↑ 7 HN Points 12-18 Cloudflare Radar 2025 Year in Review (radar.cloudflare.com)
138. 以下是我用來快速篩選大部分申請者的15秒編程測試 ↑ 5 HN Points 12-18 Here is the 15 sec coding test I used to instantly filter out most applicants (josezarazua.com)
139. Common Lisp中的快速序列迭代 ↑ 10 HN Points 12-14 Fast Sequence Iteration in Common Lisp (world-playground-deceit.net)
140. 我的Hetzner服務器被黑客入侵，開始挖門羅幣了。 ↑ 12 HN Points 12-18 I got hacked: My Hetzner server started mining Monero (blog.jakesaunders.dev)
141. 人工智能不僅在監視你，更在誘使你花更多錢 ↑ 20 HN Points 12-18 AI Isn''t Just Spying on You. It''s Tricking You into Spending More (newrepublic.com)
142. 深入PostHog：SSRF漏洞、ClickHouse SQL轉義缺陷與Postgres默認憑證引發的遠程代碼執行風險 ↑ 17 HN Points 12-18 Inside PostHog: SSRF, ClickHouse SQL Escape and Default Postgres Creds to RCE (mdisec.com)
143. Pornhub遭勒索，黑客竊取高級會員活動數據 ↑ 14 HN Points 12-18 Pornhub extorted after hackers steal Premium member activity data (www.bleepingcomputer.com)
144. 日本的[VRChat]創作者數量超過其他所有國家總和。 ↑ 11 HN Points 12-18 "There are more Japanese [VRChat] creators than all other countries combined " (twitter.com)
148. Show HN: 高性能小波矩陣庫（適用於Python），採用Rust語言實現 ↑ 9 HN Points #Show HN 12-18 High-Performance Wavelet Matrix for Python, Implemented in Rust (pypi.org)
149. Doublespeed遭黑客入侵，其AI生成賬戶推廣內容曝光 ↑ 58 HN Points 12-18 Doublespeed hacked, revealing what its AI-generated accounts are promoting (www.404media.co)
150. 將SSH密鑰放入.git目錄，使倉庫可通過USB端口攜帶 ↑ 11 HN Points 12-18 Put SSH keys in .git to make repos USB-portable (dansjots.github.io)
154. 為什麼按效果付費對人工智能代理有意義 ↑ 8 HN Points 12-18 Why outcome-billing makes sense for AI Agents (www.valmi.io)
155. Zmij：更快的雙精度浮點數轉字符串轉換 ↑ 5 HN Points 12-14 Zmij: Faster floating point double-to-string conversion (vitaut.net)
156. 聯邦通信委員會主席暗示該機構不具獨立性，其表述被從使命聲明中刪除 ↑ 18 HN Points 12-18 FCC chair suggests agency isn''t independent, word cut from mission statement (www.axios.com)
157. 福特將昔日的電動卡車及工廠計劃開進溝裡 ↑ 17 HN Points 12-18 Ford Has Steered Its Former EV Truck and Plant Plans in to a Ditch (512pixels.net)
158. 我如何以及為何發明了OnlyFans。2004年 ↑ 14 HN Points 12-18 How, and why, I invented OnlyFans. In 2004 (themosthandsomemanintheworld.com)
159. Linux內核Rust代碼首次出現CVE漏洞 ↑ 15 HN Points 12-18 Linux Kernel Rust Code Sees Its First CVE Vulnerability (www.phoronix.com)
161. 我創建了一個用於發佈分步編程指南的發佈系統，該系統基於Typst平臺。 ↑ 4 HN Points 12-14 I created a publishing system for step-by-step coding guides in Typst (press.knowledge.dev)
162. 超越 Windows 身份驗證中的 RC4 ↑ 6 HN Points 12-18 Beyond RC4 for Windows Authentication (www.microsoft.com)
163. 史蒂夫·喬布斯夢寐以求的蒂芙尼燈以440萬美元成交 ↑ 5 HN Points 12-18 Tiffany lamp coveted by Steve Jobs sells for 4.4M (www.semafor.com)
164. 基於Docker構建更安全的容器生態系統：免費強化版Docker鏡像 ↑ 9 HN Points 12-18 A Safer Container Ecosystem with Docker: Free Docker Hardened Images (www.docker.com)
165. 亞馬遜雲服務首席執行官稱用人工智能取代初級開發人員是"最愚蠢的想法之一" ↑ 56 HN Points 12-18 AWS CEO says replacing junior devs with AI is ''one of the dumbest ideas'' (www.finalroundai.com)
166. 火狐正轉型為人工智能瀏覽器，而互聯網對此並不買賬。 ↑ 45 HN Points 12-18 Firefox is becoming an AI browser and the internet is not at all happy about it (www.pcgamer.com)
167. Launch HN: 肯諾比（YC W22）——為每位訪客個性化定製您的網站 ↑ 6 HN Points 12-18 Kenobi (YC W22) – Personalize your website for every visitor (news.ycombinator.com)
168. Flick（YC F25）正在招聘創始工程師，打造人工智能電影製作領域的Figma HN Link #Job 12-18 Flick (YC F25) Is Hiring Founding Engineer to Build Figma for AI Filmmaking (www.ycombinator.com)
170. Ask HN: HN剛才是不是也掛了？有人也遇到嗎？ ↑ 39 HN Points #Ask HN 12-18 Was HN just down for anyone else? (news.ycombinator.com)
171. 雙子座3號閃電：為速度而生的前沿智能 ↑ 114 HN Points 12-18 Gemini 3 Flash: frontier intelligence built for speed (blog.google)
173. 學習最古老的編程語言（2024） ↑ 9 HN Points 12-17 Learning the oldest programming language (2024) (uncenter.dev)
174. 在SQLite中對相關子查詢進行短路處理 ↑ 6 HN Points 12-17 Short-Circuiting Correlated Subqueries in SQLite (emschwartz.me)
175. 韓國三分之二用戶遭遇的Coupang數據洩露事件 ↑ 3 HN Points 12-13 The Coupang data breach that hit two-thirds of South Korea (www.ft.com)
177. Ask HN: 這個月有人成功續訂了IEEE會員資格嗎？ ↑ 10 HN Points #Ask HN 12-12 Has anyone been able to renew their IEEE this month? (news.ycombinator.com)
178. Show HN: Mephisto——一款基於React構建的純內存、無廣告一次性電子郵件PWA ↑ 5 HN Points #Show HN 12-17 Mephisto – A RAM-only, ad-free disposable email PWA built with React (mephistomail.site)
180. 人工智能真正的超能力：消耗而非創造 ↑ 7 HN Points 12-17 AI''s real superpower: consuming, not creating (msanroman.io)
181. 扮演聖誕老人會改變一個人。它對鮑勃·魯坦的改變更是奇特。 ↑ 3 HN Points 12-14 Playing Santa Does Things to a Man. What It Did to Bob Rutan Was Even Stranger (www.esquire.com)
183. P: 分佈式（事件驅動）系統的形式化建模與分析 ↑ 4 HN Points 12-17 P: Formal Modeling and Analysis of Distributed (Event-Driven) Systems (github.com)
186. 美國威脅歐盟數字服務市場準入 ↑ 15 HN Points 12-17 US threatens EU digital services market access (twitter.com)
187. 用10張地圖和圖表解讀委內瑞拉 ↑ 8 HN Points 12-14 Venezuela explained in 10 maps and charts (www.aljazeera.com)
188. Show HN: 我開發了一個WebMIDI音序器來控制我的硬件合成器 ↑ 4 HN Points #Show HN 12-12 I built a WebMIDI sequencer to control my hardware synths (www.simplychris.ai)
189. 子集公司（YC S23）正在丹麥哥本哈根招聘工程師 HN Link #Job 12-17 Subsets (YC S23) is hiring engineers in Copenhagen, Denmark (www.workatastartup.com)
190. 1/72（22毫米）比例塑料士兵年產量，1958-2025年 ↑ 10 HN Points 12-13 Annual Production of 1/72 (22mm) scale plastic soldiers, 1958-2025 (plasticsoldierreview.com)
191. FTX內部人士卡羅琳·埃裡森已被轉移出監獄 ↑ 16 HN Points 12-17 FTX insider Caroline Ellison has been moved out of prison (www.businessinsider.com)
192. Ansys Maxwell 中 N48 磁鐵磁化指南 ↑ 4 HN Points 12-17 A Guide to Magnetizing N48 Magnets in Ansys Maxwell (blog.ozeninc.com)
193. Windows剪貼板文本格式合成中的各種區域設置不匹配場景 ↑ 5 HN Points 12-12 Various locale mismatch scenarios in Windows clipboard text format synthesis (devblogs.microsoft.com)
195. Show HN: Titan——首推JavaScript框架，編譯為Rust服務器 ↑ 6 HN Points #Show HN 12-11 Titan – JavaScript-first framework that compiles into a Rust server (www.npmjs.com)
196. 為何許多亞洲特大城市是令人痛苦的地方 ↑ 13 HN Points 12-17 Why many Asian megacities are miserable places (www.economist.com)
197. 特斯拉自動駕駛出租車在奧斯汀的事故率是人類駕駛的12.5倍 ↑ 25 HN Points 12-17 Tesla Robotaxis in Austin Crash 12.5x More Frequently Than Humans (electrek.co)
198. 雙吸式渦輪機與慢彎道中的3倍重力加速度？認識DRG-Lola賽車 ↑ 4 HN Points 12-11 Twin suction turbines and 3-Gs in slow corners? Meet the DRG-Lola (arstechnica.com)
199. 賬戶被鎖：一張禮品卡購買如何毀掉蘋果賬戶 ↑ 12 HN Points 12-17 Locked out: How a gift card purchase destroyed an Apple account (appleinsider.com)
200. CS 4973：軟件開發工具導論 – 東北大學（2024） ↑ 4 HN Points 12-17 CS 4973: Introduction to Software Development Tooling – Northeastern Univ (2024) (bernsteinbear.com)
201. 逾百人聚集密歇根州議會大廈抗議數據中心建設 ↑ 13 HN Points 12-17 More than 100 rally against data centers at Michigan Capitol (www.lansingstatejournal.com)
202. 測試更經濟的層流罩 ↑ 5 HN Points 12-13 Testing a cheaper laminar flow hood (chillphysicsenjoyer.substack.com)
203. Show HN: 瀏覽網頁時學習日語語境 ↑ 7 HN Points #Show HN 12-17 Learn Japanese contextually while browsing (lingoku.ai)
204. 在引發強烈抗議後，Windows 11將在與人工智能共享個人文件前徵得用戶同意 ↑ 18 HN Points 12-17 Windows 11 will ask consent before sharing personal files with AI after outrage (www.windowslatest.com)
205. Show HN: TheAuditor v2.0——人工智能編碼代理的"飛行計算機" ↑ 7 HN Points #Show HN 12-16 TheAuditor v2.0 – A ”Flight Computer“ for AI Coding Agents (github.com)
207. 美國人高估了發佈有害內容的社交媒體用戶數量 ↑ 8 HN Points 12-17 Americans overestimate how many social media users post harmful content (academic.oup.com)
209. 我僅用數小時就將JustHTML從Python移植到JavaScript，過程中使用了Codex CLI和GPT-5.2。 ↑ 9 HN Points 12-17 I ported JustHTML from Python to JavaScript with Codex CLI and GPT-5.2 in hours (simonwillison.net)
211. 這裡沒有AI*——對Mozilla新篇章的回應 ↑ 7 HN Points 12-17 No AI* Here – A Response to Mozilla''s Next Chapter (www.waterfox.com)
212. 逆向工程解析RK3588神經處理單元：突破限制運行視覺變換器 ↑ 7 HN Points 12-17 Reverse-Engineering the RK3588 NPU: Hacking Limits to Run Vision Transformers (amohan.dev)
213. 滾地草的空氣動力學特性啟發了適用於惡劣地形的混合動力機器人 ↑ 5 HN Points 12-11 Tumbleweed aerodynamics inspire hybrid robots for harsh terrains (techxplore.com)
214. 麻省理工學院教授在馬薩諸塞州家中遭槍擊身亡 ↑ 33 HN Points 12-17 MIT professor shot at his Massachusetts home dies (www.bbc.com)
215. Show HN: 基於Linux的GPU確定性PCIe診斷 ↑ 6 HN Points #Show HN 12-17 Deterministic PCIe Diagnostics for GPUs on Linux (github.com)
217. 聊天尾巴：懷舊終端聊天，基於Tailscale構建 ↑ 4 HN Points 12-17 Chat-tails: Throwback terminal chat, built on Tailscale (tailscale.com)
218. 預測：人工智能將推動形式化驗證走向主流 ↑ 34 HN Points 12-17 Prediction: AI will make formal verification go mainstream (martin.kleppmann.com)
219. Ty：一款快速的 Python 類型檢查器和 LSP ↑ 25 HN Points 12-17 Ty: A fast Python type checker and LSP (astral.sh)
222. 使用Qt、QML和Rust（以及C）編寫一個赤裸裸的Telegram克隆程序。 ↑ 18 HN Points 12-16 Writing a blatant Telegram clone using Qt, QML and Rust. And C (kemble.net)
223. 日本將首次修訂70年來羅馬字拼寫規則 ↑ 26 HN Points 12-16 Japan to revise romanization rules for first time in 70 years (www.japantimes.co.jp)
225. 使用零寬連接符創建自定義黃色握手錶情符號 ↑ 24 HN Points 12-16 Creating custom yellow handshake emojis with zero-width joiners (blog.alexbeals.com)
226. Liskell——具有Lisp語法的Haskell語義 [pdf] ↑ 42 HN Points 12-16 Liskell – Haskell Semantics with Lisp Syntax [pdf] (clemens.endorphin.org)
227. 背景：奧丁最被誤解的功能 ↑ 6 HN Points 12-16 Context: Odin’s Most Misunderstood Feature (www.gingerbill.org)
228. Show HN: Sqlit – 一款採用lazygit風格的SQL數據庫終端用戶界面 ↑ 51 HN Points #Show HN 12-15 Sqlit – A lazygit-style TUI for SQL databases (github.com)
229. 英偉達 Nemotron 3 系列模型 ↑ 71 HN Points 12-15 Nvidia Nemotron 3 Family of Models (research.nvidia.com)
231. Pizlix：從零開始構建的內存安全Linux系統 ↑ 38 HN Points 12-14 Pizlix: Memory Safe Linux from Scratch (fil-c.org)
232. Tell HN: 人工智能編程很性感，但會計才是真正的低垂果實 ↑ 41 HN Points #Ask HN 12-12 AI coding is sexy, but accounting is the real low-hanging target (news.ycombinator.com)
234. Meta公司的新晉人工智能明星正與公司其他部門產生摩擦 ↑ 14 HN Points 12-11 Meta''s new A.I. superstars are chafing against the rest of the company (www.nytimes.com)
237. Show HN: 我的Tizen多人繪畫遊戲最初慘遭滑鐵盧，後來卻創下1億幅畫作的紀錄 ↑ 6 HN Points #Show HN 12-17 My Tizen multiplayer drawing game flopped, but then hit 100M drawings (www.drawize.com)
238. Show HN: 利用大型語言模型填補約95%的立法覆蓋缺口 ↑ 6 HN Points #Show HN 12-16 Solving the 95% legislative coverage gap using LLM''s (lustra.news)
239. 《世界幸福報告》存在諸多方法論問題 ↑ 14 HN Points 12-16 The World Happiness Report is beset with methodological problems (yaschamounk.substack.com)
240. 思維超速：人工智能氛圍編碼的隱性疲勞 ↑ 6 HN Points 12-17 Too Fast to Think: The Hidden Fatigue of AI Vibe Coding (www.tabulamag.com)
241. 人工智能正在淘汰初級技術崗位，使畢業生陷入困境。 ↑ 27 HN Points 12-17 AI is wiping out entry-level tech jobs, leaving graduates stranded (restofworld.org)
242. GitHub Actions 控制平面不再免費 ↑ 46 HN Points 12-17 The GitHub Actions control plane is no longer free (www.blacksmith.sh)
243. GitHub將於2026年3月開始對自託管操作運行器收取費用。 ↑ 47 HN Points 12-17 GitHub will begin charging for self-hosted action runners on March 2026 (github.blog)
244. Show HN: Zenflow——編排編碼代理，擺脫"你說得對"循環 ↑ 6 HN Points #Show HN 12-17 Zenflow – orchestrate coding agents without "you''re right" loops (zencoder.ai)
246. GitHub Actions 定價變更 ↑ 45 HN Points 12-17 Pricing Changes for GitHub Actions (resources.github.com)
247. Artie（YC S23）正在招聘高級企業AES HN Link #Job 12-17 Artie (YC S23) Is Hiring Senior Enterprise AES (www.ycombinator.com)
248. 追蹤監控（群集攝像頭）技術在地方政府會議中的應用 ↑ 24 HN Points 12-17 Track Surveillance (Flock Cameras) Tech in Local Government Meetings (alpr.watch)
249. 開發者稱六個月後蘋果仍在無視歐盟《數字市場法案》 ↑ 21 HN Points 12-17 Devs say Apple still flouting EU''s Digital Markets Act six months on (www.theregister.com)
250. AIsbom——用於檢測PyTorch模型中"Pickle炸彈"的開源命令行工具 ↑ 14 HN Points 12-16 AIsbom – open-source CLI to detect "Pickle Bombs" in PyTorch models (github.com)
251. Show HN: 交互式通用Lisp：增強型REPL ↑ 38 HN Points #Show HN 12-14 Interactive Common Lisp: An Enhanced REPL (github.com)
253. 儘管回報參差不齊，首席執行官們仍將持續投入人工智能領域 ↑ 17 HN Points 12-16 CEOs to Keep Spending on AI, Despite Spotty Returns (www.wsj.com)
255. 2024年美國有400萬兒童沒有醫療保險 ↑ 6 HN Points 12-16 Four Million U.S. Children Had No Health Insurance in 2024 (www.scientificamerican.com)
256. 儘管就業崗位有所增加，美國11月失業率仍出現上升 ↑ 22 HN Points 12-16 U.S. unemployment rose in November despite job gains (www.wsj.com)
257. Mozilla新任首席執行官正加倍押注Firefox的AI未來 ↑ 12 HN Points 12-16 Mozilla''s new CEO is doubling down on an AI future for Firefox (www.theverge.com)
258. 你之所以過度消費，是因為你缺乏價值觀。 ↑ 34 HN Points 12-16 You''re overspending because you lack values (www.sherryning.com)
259. 喵語 – ᓚᘏᗢ – 專為貓奴設計的編程語言 ↑ 20 HN Points 12-14 Purrtran – ᓚᘏᗢ – A Programming Language for Cat People (github.com)
260. Times New Roman字體的簡史 ↑ 6 HN Points 12-16 A brief history of Times New Roman (typographyforlawyers.com)
261. 世嘉頻道：VGHF成功恢復逾百款世嘉頻道ROM（及更多內容） ↑ 8 HN Points 12-16 Sega Channel: VGHF Recovers over 100 Sega Channel ROMs (and More) (gamehistory.org)
262. 歐盟家庭人均實際收入自2004年以來增長22% ↑ 31 HN Points 12-16 EU household real income per capita up 22% since 2004 (ec.europa.eu)
263. Mozilla任命安東尼·恩佐爾-德梅奧為新任首席執行官 ↑ 23 HN Points 12-16 Mozilla Appoints New CEO Anthony Enzor-Demeo (blog.mozilla.org)
264. 40%的磁共振成像信號與實際腦部活動不對應 ↑ 35 HN Points 12-16 40 percent of MRI signals do not correspond to actual brain activity (www.tum.de)
266. 我認為林德利悖論並不支持p-circling理論。 ↑ 4 HN Points 12-16 I don''t think Lindley''s paradox supports p-circling (vilgot-huhn.github.io)
267. Optery（YC W22）招聘：首席信息安全官、發佈經理、技術主管（Node）、全棧工程師 HN Link #Job 12-15 Optery (YC W22) Hiring CISO, Release Manager, Tech Lead (Node), Full Stack Eng (www.optery.com)
268. 數學家破解混沌理論中的分形猜想 ↑ 3 HN Points 12-10 Mathematicians Crack a Fractal Conjecture on Chaos (www.scientificamerican.com)
269. Rust GCC 後端：為何及如何實現 ↑ 3 HN Points 12-16 Rust GCC back end: Why and how (blog.guillaume-gomez.fr)
273. 托馬斯·皮凱蒂："現實情況是美國正在失去對世界的控制權" ↑ 8 HN Points 12-16 Thomas Piketty: ''The reality is the US is losing control of the world'' (www.lemonde.fr)
274. 全Unicode搜索，速度提升50倍，採用ICU引擎與AVX-512技術 ↑ 9 HN Points 12-16 Full Unicode Search at 50 ICU Speed with AVX‑512 (ashvardanian.com)
276. Visual Studio Code 停用了 IntelliCode，轉而採用付費的 Copilot 功能。 ↑ 25 HN Points 12-16 VS Code deactivates IntelliCode in favor of the paid Copilot (www.heise.de)
277. Show HN: 搜索500 HÖR柏林電子音樂曲目的歌詞 ↑ 5 HN Points #Show HN 12-12 Search the lyrics of 500 HÖR Berlin techno sets (hor.greg.technology)
278. 阿卡姆鏡像：具備中情局式假設檢驗功能的物理隔離調查平臺 ↑ 10 HN Points 12-16 ArkhamMirror: Airgapped investigation platform with CIA-style hypothesis testing (github.com)
281. 我是技術主管，但沒人聽我的。我該怎麼辦？ ↑ 8 HN Points 12-16 I''m a Tech Lead, and nobody listens to me. What should I do? (world.hey.com)
283. 內部RFC文檔為我們節省了數月無謂的工作 ↑ 19 HN Points 12-11 Internal RFCs saved us months of wasted work (highimpactengineering.substack.com)
287. 七年曆程，兩次重建，四十萬星：Milvus回顧與路線圖 ↑ 5 HN Points 12-11 7 Years, 2 Rebuilds, 40K Stars: Milvus Recap and Roadmap (milvus.io)
288. 一種用於降維與快速可視化的線性時間替代方案 ↑ 17 HN Points 12-16 A linear-time alternative for Dimensionality Reduction and fast visualisation (medium.com)
290. 患癌兒童被詐騙數百萬治療善款 ↑ 3 HN Points 12-16 Children with cancer scammed out of millions fundraised for their treatment (www.bbc.com)
293. 在無發行版容器中調試 TLS 故障 ↑ 4 HN Points 12-11 Debugging TLS failures in distroless containers (lucabaggi.com)
295. 加拿大央行行長卡尼被要求"採用"英式拼寫 ↑ 5 HN Points 12-16 Canada''s Carney called out for ''utilizing'' British spelling (www.bbc.com)
296. Windows 如何將 CF_TEXT 轉換為 CF_Unicode_TEXT，反之亦然？ ↑ 3 HN Points 12-10 How does Windows synthesize CF_UnicodeTEXT from CF_TEXT and vice versa? (devblogs.microsoft.com)
297. 800萬用戶的人工智能對話被"隱私"擴展程序出售牟利 ↑ 72 HN Points 12-16 8M Users'' AI Conversations Sold for Profit by "Privacy" Extensions (www.koi.ai)
298. 光強引導分子組裝體形成一維、二維或三維結構 ↑ 3 HN Points 12-10 Light intensity steers molecular assemblies into 1D, 2D or 3D structures (phys.org)
299. 原生與模擬：驍龍X Elite平臺上的《魔獸世界》遊戲性能 ↑ 4 HN Points 12-16 Native vs. emulation: World of Warcraft game performance on Snapdragon X Elite (rkblog.dev)