1. Python 3.15的Windows解釋器速度應提升15% Python 3.15''s interpreter for Windows should be 15% faster (fidget-spinner.github.io)
2. Ask HN: 如何彌合博士學位與軟件工程師經驗之間的差距? How do I bridge the gap between PhD and SWE experiences? (news.ycombinator.com)
4. Mattermost在達到10000條消息限制後將限制訪問舊消息 Mattermost restricted access to old messages after 10000 limit is reached (github.com)
6. 聖誕節時我們邀請了一位男士來家裡做客,他竟與我們共同生活了四十五年。 We invited a man into our home at Christmas and he stayed with us for 45 years (www.bbc.co.uk)
8. 首張雪花照片探索開創性的微觀攝影技術 The First Photographs of Snowflakes Discover the Groundbreaking Microphotography (www.openculture.com)
16. JEDEC正在制定引腳數減少的HBM4標準,以實現更高容量 JEDEC developing reduced pin count HBM4 standard to enable higher capacity (blocksandfiles.com)
19. 微軟否認使用人工智能重寫Windows 11的Rust版本 Microsoft denies rewriting Windows 11 in Rust using AI (www.windowslatest.com)
22. 專為AmigaOS4和MorphOS設計的下一代主板 The Next-Gen Mainboard Designed with AmigaOS4 and MorphOS in Mind (mirari.vitasys.nl)
24. 使用Vectorize構建一個僅用160行代碼就實現的超強搜索引擎 Using Vectorize to build an unreasonably good search engine in 160 lines of code (blog.partykit.io)
28. 微軟,請把你們的標籤頁自動完成功能搞好 Microsoft please get your tab to autocomplete shit together (ivanca.github.io)
32. Comptime – 基於編譯時代碼生成與評估的C#元編程 Comptime – C# meta-programming with compile-time code generation and evaluation (github.com)
33. 研究團隊將加拿大逾百年的傳染病數據實現數字化 Research team digitizes more than 100 years of Canadian infectious disease data (news.mcmaster.ca)
35. Show HN: 他媽的直接用Cloudflare——CF技術棧諷刺指南 Just Fucking Use Cloudflare – A satirical guide to the CF stack (justfuckingusecloudflare.com)
36. Show HN: 面向AI工作流的本地優先、可逆PII數據清洗器 A local-first, reversible PII scrubber for AI workflows (medium.com)
40. 2025年打造專屬100TB NAS:TrueNAS存儲全攻略 Build Your Own 100TB NAS in 2025: Complete TrueNAS Storage Guide (techlife.blog)
44. 無需令牌或隱藏表單字段的CSRF防護 CSRF protection without tokens or hidden form fields (blog.miguelgrinberg.com)
47. 鈴兒響叮噹(蝙蝠俠臭烘烘):一首未完成的節日童謠分類學 Jingle Bells (Batman Smells): An incomplete festive folk-rhyme taxonomy (loreandordure.com)
49. 英偉達以約200億美元現金收購人工智能芯片初創公司Groq Nvidia buying AI chip startup Groq for about 20B in cash (www.cnbc.com)
50. 基石公司(YC S25)正在招聘首位工程師,負責實現編碼自動化 Keystone (YC S25) is hiring engineer #1 to automate coding (www.ycombinator.com)
52. Litex:面向所有人的形式化數學——集合論示例與Lean的比較 Litex: Formal math for everyone – set theory examples with Lean comparison (litexlang.com)
53. 北京正實施嚴格規定,確保聊天機器人不越界 Beijing is enforcing tough rules to ensure chatbots don’t misbehave (www.wsj.com)
56. Show HN: 極簡編輯器,常駐瀏覽器,所有內容都存儲在URL中 Minimalist editor that lives in browser, stores everything in the URL (github.com)
62. 研究人員在無陽極鋰金屬電池中實現了1,270 Wh/L的能量密度 Researchers achieved 1,270 Wh/L in an anode-free lithium metal battery (postech.ac.kr)
63. Show HN: Vibium——由Selenium創建者打造的瀏覽器自動化工具,服務於人工智能與人類 Vibium – Browser automation for AI and humans, by Selenium''s creator (github.com)
66. Show HN: 別再寫爛透了的正則表達式來管用戶名了 No more writing shitty regexes to police usernames (www.username.dev)
70. Mt. Gox首席執行官卡佩萊斯披露2014年崩盤細節及在日本被拘留事件 Mt. Gox CEO Karpelès Reveals Details of 2014 Collapse and Japanese Detention (bitcoinmagazine.com)
72. 我們放棄了矩陣:用戶安全與防護的黑暗真相(2024) We Abandoned Matrix: The Dark Truth About User Security and Safety (2024) (forum.hackliberty.org)
73. 在7天內用3kB內存開發基於自定義字節碼虛擬機的遊戲 Making a game on a custom bytecode VM in 7 days and 3kB (laurent.le-brun.eu)
74. 50年前,AMD憑藉逆向工程製造的英特爾8080克隆處理器進入CPU市場。 AMD entered the CPU market with reverse-engineered Intel 8080 clone 50 years ago (www.tomshardware.com)
75. 《超級馬里奧兄弟》與《耀西》系列遊戲降低倦怠風險 Super Mario Bros. and Yoshi Games (Yields) Reduced Burnout Risk (games.jmir.org)
76. 新型反應堆利用天然氣生產清潔能源和碳納米管 New reactor produces clean energy and carbon nanotubes from natural gas (phys.org)
79. 歐盟對X的罰款與言論或"審查"無關 The EU''s Fine Against X Is Not About Speech or ''Censorship'' (www.techpolicy.press)
81. 電動滑板車並非新鮮事物——一個世紀前,倫敦人就已駕駛著Autopeds穿梭於街頭。 The e-scooter isn''t new – London was zooming around on Autopeds a century ago (www.ianvisits.co.uk)
90. 下一個被黑的JavaScript應用,只是你尚未察覺罷了 Next JavaScript app is hacked, you just don''t know it yet (audits.blockhacks.io)
91. 我將FlashAttention模型移植到Triton框架中,以探究其性能演變歷程 I rebuilt FlashAttention in Triton to understand the performance archaeology (aminediro.com)
92. Show HN: Tonbo——面向無服務器和邊緣運行時的嵌入式數據庫 Tonbo – an embedded database for serverless and edge runtimes (github.com)
93. 工業園區發生致命事故:員工操作叉車致CEO身亡 CEO killed at industrial site by worker operating forklift (www.12onyourside.com)
97. Show HN: CodinIT,本地開源的可愛替代方案(基於Electron的桌面應用) CodinIT, local open-source Lovable alternative (Electron desktop app) (github.com)
98. 荷蘭特斯拉車隊押注馬斯克自動駕駛承諾後宣告破產 Dutch Tesla Fleet Goes Bankrupt After Betting on Musk''s Self-Driving Promises (guessingheadlights.com)
99. 穿越時光回到1979年:設計"帶類的C語言"的建議 Time-Traveling to 1979: Advice for Designing ''C with Classes (coderschmoder.com)
101. 自主導航現實世界:從PG&E停電事件中汲取的教訓 Autonomously navigating the real world: lessons from the PG&E outage (waymo.com)
102. Show HN: 免費將原始HTML轉換為可用於生產的圖像 Turn raw HTML into production-ready images for free (html2png.dev)
103. 在Lean4中驗證隨機最大切割近似算法的界限 Proving Bounds for the Randomized MaxCut Approximation Algorithm in Lean4 (abhamra.com)
104. 唐納德·克努斯與彼得·範·埃姆德·博阿斯關於優先後進先出隊列的通信(1977年)[pdf] Correspondence Between Don Knuth and Peter van Emde Boas on Priority Deques 1977 [pdf] (staff.fnwi.uva.nl)
106. 《德古拉的奇維託》:哈勃望遠鏡揭示迄今觀測到的最大行星誕生地 ''Dracula''s Chivito'': Hubble reveals largest birthplace of planets ever observed (phys.org)
108. 開源USB轉GPIB轉換器(適用於測試與測量儀器) Open source USB to GPIB converter (for Test and Measurement instruments) (github.com)
111. 美國禁止5名歐洲人入境,稱其曾施壓科技公司審查美國觀點 US bars 5 Europeans it says pressured tech firms to censor American viewpoints (apnews.com)
113. 部分埃普斯坦檔案的刪節內容正被黑客破解 Some Epstein file redactions are being undone with hacks (www.theguardian.com)
117. 北弗吉尼亞區仍是AWS最不可靠的區域嗎? Is Northern Virginia Still the Least Reliable AWS Region? (statusgator.com)
118. 聯邦法官叫停得州應用商店年齡驗證法案 Texas app store age verification law blocked by federal judge (www.macrumors.com)
119. Show HN: 克勞德在終端中包裹著,帶著一個WASM光線追蹤器 Claude Wrapped in the terminal, with a WASM raymarcher (spader.zone)
120. 此處可找到Unix v4磁帶的內容,已準備好用於引導啟動。 Here you can find the contents of the Unix v4 tape ready for bootstrapping (squoze.net)
122. X-ray:用於檢測PDF文檔中不良遮蓋處理的Python庫 X-ray: a Python library for finding bad redactions in PDF documents (github.com)
123. 直到我關閉這個設置,才意識到我的LG電視一直在監視我。 I didn''t realize my LG TV was spying on me until I turned off this setting (www.pocket-lint.com)
136. Volvo Centum 是 Dalton Maag 為沃爾沃打造的新字體 Volvo Centum is Dalton Maag''s new typeface for Volvo (www.wallpaper.com)
139. 我們用JPEG截圖替換了H.264流媒體(效果更佳) We replaced H.264 streaming with JPEG screenshots (and it worked better) (blog.helix.ml)
141. 後GeForce時代:若英偉達放棄PC遊戲會怎樣? The post-GeForce era: What if Nvidia abandons PC gaming? (www.pcworld.com)
143. 狗狗幣如何在拯救如此之少的同時造成如此之大的破壞? How Did Doge Disrupt So Much While Saving So Little? (www.nytimes.com)
144. 當憤怒的產品支持客戶要求與比爾·蓋茨通話時 When irate product support customers demand to speak to Bill Gates (devblogs.microsoft.com)
145. Meta正在其服務器上使用為Valve的Steam Deck設計的Linux調度程序 Meta Is Using the Linux Scheduler Designed for Valve''s Steam Deck on Its Servers (www.phoronix.com)
154. 近四分之一的美國人認為自己擁有個人社會保障賬戶 Nearly 1 in 4 Americans Think They Have a Personal Social Security Account (www.cato.org)
156. 經典檯球系統能夠進行計算(二維檯球系統具有圖靈完備性) Classical billiards can compute (2d billiard systems are Turing complete) (arxiv.org)
158. Executorch:面向移動、嵌入式及邊緣設備的PyTorch原生AI解決方案 Executorch: On-device AI across mobile, embedded and edge for PyTorch (github.com)
159. 加拿大新聞媒體直播了推遲播出的《60分鐘》薩爾瓦多監獄專題報道 Postponed ''60 Minutes'' segment on Salvadoran prison is streamed by Canadian news (www.nbcnews.com)
163. 瑞安航空因限制在線旅行社售票的"濫用策略"被罰款2.56億歐元 Ryanair fined 256M over ‘abusive strategy’ to limit ticket sales by OTAs (www.theguardian.com)
167. 有哪些優秀的工程類博客兼具深度與實用性(不浮誇)? What are the best engineering blogs with real-world depth (no fluff)? (news.ycombinator.com)
169. Show HN: 我寫了一個小庫,能把USB遊戲手柄改造成藍牙手柄 I wrote a small lib to turn a USB gamepad into a Bluetooth one (github.com)
171. 《使命召喚》聯合創作者文斯·讚佩拉在加州車禍中去世 Call of Duty co-creator Vince Zampella dies in California car crash (www.bbc.com)
172. iOS 26.3在歐盟地區通過《數字市場法案》為第三方設備帶來類似AirPods的配對功能 iOS 26.3 Brings AirPods-Like Pairing to Third-Party Devices in EU Under DMA (www.macrumors.com)
173. 百年回望:愛德華·戈雷詭異藝術與隱秘人生 A centennial look back at Edward Gorey''s macabre art and guarded life (www.washingtonpost.com)
174. Show HN: CineCLI – 直接在終端瀏覽並下載電影種子 CineCLI – Browse and torrent movies directly from your terminal (github.com)
176. 檔案管理員發佈了《60分鐘》節目中關於塞科特的報道,巴里·韋斯被殺害。 Archivists Posted the 60 Minutes Cecot Segment Bari Weiss Killed (www.404media.co)
177. 十二進制公報,第55卷,第1期,1209年 [pdf] The Duodecimal Bulletin, Vol. 55, No. 1, Year 1209 [pdf] (dozenal.org)
179. FCC更新受管制清單,將外國無人機系統及關鍵組件納入其中 [pdf] FCC Updates Covered List to Include Foreign UAS and UAS Critical Components [pdf] (docs.fcc.gov)
181. 巴里·韋斯審查的《60分鐘》報道現已成為網絡禁品 The 60 Minutes report that Bari Weiss censored is now internet contraband (www.theverge.com)
182. 柴油汙染顆粒損害誘導多能幹細胞來源小膠質細胞的溶酶體功能 Diesel pollution particles impair lysosomal functions of iPSC-derived microglia (www.sciencedirect.com)
184. 筆記本電腦尚未準備好迎接大型語言模型。這種情況即將改變。 Laptop Isn''t Ready for LLMs. That''s About to Change (spectrum.ieee.org)
185. Show HN: Python SDK——基於基礎時間序列和表格模型的預測 Python SDK – forecasting with foundation time-series and tabular models (github.com)
187. 紐約市斥資2億美元為學校Chromebook提供移動網絡服務 NYC Spends 200 Million on Cell Service for School Chromebooks (nysfocus.com)
190. Ask HN: 大多數人如何將HEIC格式轉換為JPG格式? How are most people converting HEIC to jpg? (news.ycombinator.com)
191. 衛星揭示美國最大加密貨幣挖礦中心熱量洩漏 Satellites reveal heat leaking from largest US cryptocurrency mining center (www.space.com)
194. Ask HN: 為什麼LinkedIn至今還沒有競爭對手? Why isn''t there competition to LinkedIn yet? (news.ycombinator.com)
195. 沒有隱私和安全,網絡安全就無未來可言 There Is No Future for Online Safety Without Privacy and Security (itsfoss.com)
197. 下載量達5.6萬次的NPM包被發現竊取WhatsApp消息 NPM Package with 56K Downloads Caught Stealing WhatsApp Messages (www.koi.ai)
198. 變形金剛已死。谷歌將其殺死——隨後便銷聲匿跡 Transformers Are Dead. Google Killed Them – Then Went Silent (medium.com)
201. 司法部上傳了一段12秒的視頻,顯示埃普斯坦試圖自殺。 DOJ uploaded a 12-SEC video showing Epstein attempting suicide (twitter.com)
204. 聯邦政府要求就科羅拉多河問題達成妥協,各州卻舉步維艱 Feds demand compromise on Colorado River while states flounder (nevadacurrent.com)
206. 通用推理模型(53.8%通過ARC1,16.0%通過ARC2) Universal Reasoning Model (53.8% pass 1 ARC1 and 16.0% ARC 2) (arxiv.org)
208. 《使命召喚》與《戰地》系列開發者文斯·讚佩拉去世,享年55歲 Vince Zampella, Developer of Call of Duty and Battlefield, Dead at 55 (comicbook.com)
209. 州監管機構投票決定維持公用事業高利潤,引發加州各地用戶憤怒 State regulators vote to keep utility profits high angering customers across CA (www.latimes.com)
211. 混合動力水下飛行無人機——學士畢業設計項目 [視頻] Hybrid Aerial Underwater Drone – Bachelor Project [video] (www.youtube.com)
213. 美國正"用推土機摧毀其科學領導地位" US ''demolishing its scientific leadership with a wrecking ball'' (sciencebusiness.net)
214. 美國叫停所有海上風電建設,稱理由屬機密 US blocks all offshore wind construction, says reason is classified (arstechnica.com)
217. SQL的崛起:人人都該掌握的第二門編程語言 The Rise of SQL:the second programming language everyone needs to know (spectrum.ieee.org)
220. 上週停電後,美國國家標準與技術研究院的時鐘與協調世界時(UTC)存在5微秒的偏差。 NIST was 5 μs off UTC after last week''s power cut (www.jeffgeerling.com)
221. Flock將人工智能攝像頭暴露在互聯網上。我們追蹤了自己。 Flock Exposed Its AI-Powered Cameras to the Internet. We Tracked Ourselves (www.404media.co)
223. 人工智能浴室監控?歡迎來到美國新型監控高中 AI Bathroom Monitors? Welcome to America''s New Surveillance High Schools (www.forbes.com)
225. YouTube創作者的財經直播意外現身白宮官網,引發謎團 Mystery as YouTube creator''s finance livestream appears on White House website (apnews.com)
228. 關於LLM中與幻覺相關神經元的存在、影響及起源 On the Existence, Impact, and Origin of Hallucination-Associated Neurons in LLMs (arxiv.org)
229. 本·喬丹——這起羊群攝像頭洩露事件簡直是跟蹤狂的網飛 [視頻] Benn Jordan – This Flock Camera Leak Is Like Netflix for Stalkers [video] (www.youtube.com)
231. 據報道,Spotify正在調查Anna''s Archive對其音樂庫的抓取行為 Spotify reportedly investigating Anna''s Archive''s scraping of their library (www.billboard.com)
232. Show HN: 一種在您周圍輕鬆廣播電臺的方法(徵求反饋) An easy way of broadcasting radio around you (looking for feedback) (github.com)
233. Uplane(YC F25)正在招聘創始工程師(全棧與人工智能方向) Uplane (YC F25) Is Hiring Founding Engineers (Full-Stack and AI) (www.useparallel.com)
235. 美國政府叫停了美國最大的海上風電項目。 US Administration halted largest Offshore Wind project in the U.S. (www.cnbc.com)
236. 美國在科學和醫學的各個領域資助的項目數量都在減少 The U.S. Is Funding Fewer Grants in Every Area of Science and Medicine (www.nytimes.com)
242. 微軟將淘汰已造成數十年破壞的過時加密算法 Microsoft will kill obsolete cipher that has wreaked decades of havoc (arstechnica.com)
243. 意大利競爭管理局因濫用市場支配地位對蘋果處以1.15億美元罰款 Italian Competition Authority Fines Apple 115M for Abusing Dominant Position (en.agcm.it)
246. 寶馬申請專利:僅授權經銷商可拆卸的專屬螺絲 BMW Patents Proprietary Screws That Only Dealerships Can Remove (carbuzz.com)
248. Show HN: Netrinos——專為小型團隊打造的簡約網狀VPN Netrinos – A keep it simple Mesh VPN for small teams (netrinos.com)
250. 逆向工程中人機協同的解構:人類與大型語言模型團隊合作[pdf] Decompiling the Synergy: Human–LLM Teaming in Reverse Engineering [pdf] (www.zionbasque.com)
251. Show HN: 積壓事項——真實工作問題的公開存儲庫 Backlog – a public repository of real work problems (www.worldsbacklog.com)
258. 我在Instagram上宣佈離婚後,有人冒用我的身份進行AI合成。 I announced my divorce on Instagram and then AI impersonated me (eiratansey.com)
266. Show HN: Rust/WASM 燈光數據工具包——解析舊版格式,生成 SVG 文件 Rust/WASM lighting data toolkit – parses legacy formats, generates SVGs (eulumdat.icu)
267. 探索基於Java的Emacs Lisp投機性即時編譯技術 Exploring Speculative JIT Compilation for Emacs Lisp with Java (kyo.iroiro.party)
268. 盧克·霍華德《論雲的變形》論文(1865年) Luke Howard''s Essay on the Modification of Clouds (1865) (publicdomainreview.org)
269. 韋伯望遠鏡觀測到一顆可能擁有奇特氦碳大氣的系外行星 Webb observes exoplanet that may have an exotic helium and carbon atmosphere (science.nasa.gov)
271. Show HN: GenresFox – 基於WASM的開源可定製新標籤頁擴展 GenresFox – Open-source, customizable new tab page extension in WASM (github.com)
276. 丹麥郵政服務將終止信件投遞,結束長達400年的歷史 Danish postal service to stop delivering letters after 400 years (www.theguardian.com)
278. 大面積停電期間,停運的Waymo自動駕駛汽車導致舊金山交通擁堵 Frozen Waymos backed up San Francisco traffic during a widespread power outage (www.theverge.com)
279. ONNX Runtime 和 CoreML 可能會在後臺將您的模型轉換為 FP16 ONNX Runtime and CoreML May Silently Convert Your Model to FP16 (ym2132.github.io)
282. Perron:一款基於 Ruby on Rails 的靜態網站生成器 Perron: A Static Site Generator for Ruby on Rails (perron-site.statichost.page)
283. 為何"負向量"無法在FAISS中刪除數據——但加權核函數可以 Why "negative vectors" can''t delete data in FAISS – but weighted kernels can (github.com)
284. 迪士尼幻想工程推出新一代機器人角色——雪寶 Disney Imagineering Debuts Next-Generation Robotic Character, Olaf (disneyparksblog.com)
285. 工程教條是時候退休了——安東·扎伊德斯 Engineering dogmas it''s time to retire – by Anton Zaides (newsletter.manager.dev)
286. Waymo自動駕駛汽車在舊金山停電期間突然停駛,導致交通受阻 Waymos Froze, Blocked Traffic During San Francisco Power Outage (www.bloomberg.com)
292. 關於實用量子計算是否"迫在眉睫"的更多探討 More on whether useful quantum computing is "imminent" (scottaaronson.blog)
293. Show HN: Autograd.c——從零構建的輕量級機器學習框架 Autograd.c – a tiny ML framework built from scratch (github.com)
296. Show HN: HN情緒API——我根據你們對科技CEO的厭惡程度進行了排名 HN Sentiment API – I ranked tech CEOs by how much you hate them (docs.hnpulse.com)
300. Mullvad VPN:"這是對聊天控制3.0的一次嘗試。" Mullvad VPN: "This is a Chat Control 3.0 attempt." (mastodon.online)