2. Show HN: misa77——一種解碼速度比 LZ4 快兩倍(且壓縮比更高)的編解碼器 misa77 - a codec that decodes 2x faster than LZ4 (at better ratios) (github.com)
4. Nat Slipstreaming v2.0 允許攻擊者遠程訪問任何 TCP/UDP 服務 Nat Slipstreaming v2.0 allows an attacker to remotely access any TCP/UDP service (sa.my)
5. 基於大量最古老的銀河系恆星樣本推算的宇宙年齡 The age of the Universe from a large sample of the oldest Galactic stars (arxiv.org)
6. 在沒有GPU的13年前的至強處理器上,以5個代幣/SEC的速度運行Gemma 4 26B Running Gemma 4 26B at 5 tokens/SEC on a 13-year-old Xeon with no GPU (www.neomindlabs.com)
9. 美國緝毒局(DEA)將暫時將“7-Oh”及相關物質列入管制清單,以保障公共安全 DEA to Temporarily Schedule 7-Oh and Related Substances to Protect Public Safety (www.dea.gov)
10. Show HN: Aict——專為人工智能代理設計的、可輸出 XML/JSON 的 Unix coreutils Aict – Unix coreutils that output XML/JSON, built for AI agents (github.com)
11. Show HN: Goku——基於 WASM(wllama)的大型語言模型(LLM)推理與模型管理器 Goku – WASM (wllama)-powered LLM inference and model manager (userfrom1995.github.io)
13. CVE-2026-59208:n8n 中存在跨發行方賬戶接管漏洞 CVE-2026-59208: Cross-Issuer Account Takeover in n8n (www.strix.ai)
14. Show HN: 在 no_std 環境的 Rust 和 Libc 中,18KB 的 ls 替代方案 18KB ls alternative in no_std rust and Libc (crates.io)
15. 將40太字節公共數據轉化為電子遊戲的環保主義者 The Conservationist Who Turned 40 Terabytes of Public Data into a Video Game (blog.exe.dev)
16. Show HN: StyleSeed——一款設計規則引擎,可防止AI代理生成千篇一律的用戶界面 StyleSeed – a design-rules engine so AI agents stop building generic UI (github.com)
17. 我的“中年危機”卡羅拉:速度快、狂野,還經過改裝 My Midlife Crisis Corolla Is Fast, Furious, and Modded (www.zocalopublicsquare.org)
18. 美國眾議院採取措施,將夏令時永久化 US House of Representatives takes step to make daylight saving time permanent (www.bbc.com)
19. 微軟確認Windows GDID設備標識符無法禁用 Microsoft Confirms Windows GDID Device Identifier That Cannot Be Disabled (www.ghacks.net)
20. 每位 Python 開發者都應瞭解的 CPython ABI 知識 What Every Python Developer Should Know About the CPython ABI (labs.quansight.org)
24. 如果你想讓克勞德對你客氣點,不妨試試說印地語或阿拉伯語 If you want Claude to speak nicely to you, try Hindi or Arabic (www.theregister.com)
25. Ask HN: 只是我這麼覺得,還是說現在的軟件普遍 bug 更多了? Is it just me, or is software buggier across the board? (news.ycombinator.com)
26. Show HN: 《Grepathy》——克勞德做了一個沒人贊同的決定 Grepathy – Claude made a decision nobody approved (github.com)
28. 隱私事件——現實案例說明為何您的照片需要保護 Privacy Incidents – Real-world examples of why your photos need protection (snapsafe.org)
29. 《三秒盜竊:為何人工智能語音詐騙總能突破所有防線》 The Three-Second Theft: Why AI Voice Fraud Outruns Every Defence (smarterarticles.co.uk)
30. for x in y 隱藏了什麼——來自 Scratch Code What for x in y hides from you – From Scratch Code (fromscratchcode.com)
31. 在 Hacker News 的標題中,哪個數字最受歡迎? What''s the most popular number in Hacker News titles? (blog.omgmog.net)
36. SpaceX債券價格較發行價下跌10%——正走向垃圾級債券 SpaceX bond worth 10% less than issue price – heading for junk bond status (www.ft.com)
37. Show HN: 我開發了一個智能代理,這樣你的編碼代理就能自由運行了 I built a smart proxy so your coding agent can run loose (trollbridge.dev)
40. 90年代關西之旅:探索XD FirstClass網絡論壇 A Trip to 90s Kansai: Exploring the XD FirstClass Network BBS (cdrom.ca)
42. 社會影響:Claude在各種模型和語言中的價值觀 Societal Impacts: Claude''s values across models and languages (www.anthropic.com)
44. Jiga(YC W21)正在招募頂尖人才,讓製造業重振雄風 Jiga (YC W21) is hiring the best people to make manufacturing great again (jiga.io)
45. 擬對年齡較大的青少年實施午夜社交媒體“宵禁”及無限滾動限制 Midnight social media curfew, infinite scrolling limits proposed for older teens (www.cnbc.com)
46. 與睡眠時長相比,睡眠規律性是死亡風險更強的預測指標 Sleep regularity is a stronger predictor of mortality risk than sleep duration (academic.oup.com)
49. Show HN: 在過去的10屆世界盃中,我的模型中排名前兩位的球隊每次都包攬了冠軍 For 10 World Cups, my model''s 2 favorites had the champion every time (papers.ssrn.com)
54. “漂浮夥伴”:探索室內軟體漂浮機器人的設計空間 Floating Companion: Exploring Design Space for Soft Floating Robots in Indoor (dl.acm.org)
56. Neverclick:一款可通過鍵盤執行鼠標操作的桌面應用程序 Neverclick: Desktop application for performing mouse actions with your keyboard (github.com)
57. 隨著與西班牙邊境管制措施的取消,直布羅陀迎來了新時代 New era for Gibraltar with removal of border controls with Spain (www.bbc.com)
59. 美國支付給工人的薪酬僅佔其財富所能負擔水平的27%——在經合組織成員國中排名墊底 America pays workers just 27% of what its wealth allows – the worst in the OECD (fortune.com)
61. Ask HN: 當你在多個平臺發佈內容時,如何追蹤反饋? How do you track feedback when you post across multiple places? (news.ycombinator.com)
64. 我哄騙克勞德洩露了你最隱秘、最黑暗的秘密 I tricked Claude into leaking your deepest, darkest secrets (www.ayush.digital)
65. RISC-V勢在必行:“行業現狀”主題演講如是說 RISC-V Is Inevitable: State of the Union Keynote Argues (www.eetimes.com)
66. LinkedIn 是一個充斥著詐騙者和身份盜用者的溫床 LinkedIn is a cesspool of scammers and identity theft (news.ycombinator.com)
67. “麵包悖論”:為何便利性總是勝出,以及為何SaaS不會走向末路 The bread paradox: why convenience always wins, and why SaaS isn''t doomed (www.joanwestenberg.com)
70. 掠奪文物交易之所以持續存在,原因只有一個:需求 The Trade in Looted Antiquities Endures for One Reason: Demand (news.artnet.com)
71. 到2050年全球變暖將達3?德國最新氣候警告背後有何緣由 Global Warming at 3 C by 2050? What''s Behind the New German Climate Warning (worldcrunch.com)
73. DHCP 服務器動態 IP 地址耗盡的一種不尋常情況 An unusual way for your DHCP server to run out of dynamic IPs (utcc.utoronto.ca)
74. TS-2026-009:Tailscale SSH 中不安全的參數處理導致可能獲得 root 權限 TS-2026-009: Insecure argument handling in Tailscale SSH permitted root access (tailscale.com)
75. 利用20個並行運行的Codex賬戶解決20個埃爾德什問題 Solving 20 Erdős Problems with 20 Codex Accounts Running in Parallel (www.starfleetmath.com)
76. 數據中心已使公眾的電費增加了230億美元 Data centers have hiked electricity prices on the public by 23B (fortune.com)
77. 溫哥華警察局網站設有“快速退出”按鈕,點擊後會自動從瀏覽歷史中清除該記錄 Vancouver PD website features Quick Escape button that wipes itself from history (vpd.ca)
87. LeMario:在《超級馬里奧兄弟》上訓練JEPA世界模型 LeMario: Training a JEPA World Model on Super Mario Bros (www.benjamin-bai.com)
89. 危地馬拉一處瑪雅遺址出土的數學文獻揭示了一位古代天文學家的身份 Mathematical texts from a Maya site in Guatemala identify an ancient astronomer (www.nature.com)
91. 微軟刪除了用戶一個擁有25年曆史的賬戶,該賬戶在遊戲上花費了數千 Microsoft Deletes User''s 25-Year-Old Account with Thousands Spent on Games (xcancel.com)
95. Dependabot 版本更新引入了默認包冷卻期 Dependabot version updates introduce default package cooldown (github.blog)
96. 同一模型,同一Q4_K_M標籤:每權重分別為5.02、5.07和5.27比特 Same model, same Q4_K_M label: 5.02, 5.07 and 5.27 bits per weight (github.com)
98. Show HN: 適用於 Asterisk/FreePBX 的自託管語音 AI 代理 Self-hosted voice AI agent for Asterisk/FreePBX (github.com)
100. 改變口腔和咽喉癌治療方式的莫拉·吉利森去世 Maura Gillison, Who Transformed the Treatment of Mouth and Throat Cancers, Died (www.wsj.com)
101. 美國證券交易委員會(SEC)的文件顯示,StubHub的“粉絲交易平臺”實際上由一名大規模黃牛運營 StubHub''s ''marketplace for fans'' is run by a mass scalper, SEC filings reveal (www.cbc.ca)
102. Show HN: 一款配備可配置推薦引擎的免費 RSS 閱讀器 A Free RSS reader with a configurable recommendation engine (sprinklz.io)
104. 守護天使:面向生產力和安全的大語言模型(LLM)個性化應用 Guardian Angels: LLM Personalization for Productivity and Security (gwern.net)
105. Cursor 0day:當全面披露成為唯一的防護手段時 Cursor 0day: When Full Disclosure Becomes the Only Protection Left (mindgard.ai)
109. Bonsai 27B(1 位 LLM):首個可在手機上運行的 27B 級模型 Bonsai 27B (1-bit LLM): The First 27B-Class Model to Run on a Phone (prismml.com)
110. 標普將甲骨文評級下調至BBB——僅比垃圾級高一級 S&P downgrades Oracle to BBB – only one notch above junk level (www.heise.de)
111. “零成本”謬論:自主時代中的開源軟件 The zero-cost fallacy: open-source software in the agentic era (www.thoughtworks.com)
114. 在 Linux 上測量輸入延遲:X11 與 Wayland 的對比、VRR 以及 DXVK Measuring Input Latency on Linux: X11 vs. Wayland, VRR, and DXVK (marco-nett.de)
115. Launch HN: Agnost AI(YC S26)——從聊天機器人對話中提取用戶反饋 Agnost AI (YC S26) – Extract user feedback from agent conversations (agnost.ai)
121. 一位冶金學家對自複製探針的疑慮 A metallurgist''s doubts about self-replicating probes (www.centauri-dreams.org)
124. 紐約州成為首個實施數據中心建設暫停令的州 New York becomes the first state to impose a data center moratorium (www.reuters.com)
125. 一位哲學家用一個詞解釋了為什麼世界感覺如此奇怪 A Philosopher''s One-Word Theory to Explain Why the World Feels So Weird (www.derekthompson.org)
126. Show HN: Juggler——一款開源的圖形用戶界面編程工具,由 JUCE 的創建者開發 Juggler – an open-source GUI coding agent, by the creator of JUCE (github.com)
127. OpenAI 要求“可信訪問網絡”成員使用基於硬件的通行密鑰 OpenAI mandates hardware-backed passkeys for Trusted Access Cyber members (www.yubico.com)
134. 使用 LFortran 和 Enzyme 實現可微分 Fortran Differentiable Fortran with LFortran and Enzyme (docs.pasteurlabs.ai)
135. Show HN: 我訓練了一個基於強化學習(RL)的智能體,該智能體用於通過強化學習訓練模型(費用為–1.3k) I RL-trained an agent that trains models with RL (for –1.3k) (github.com)
144. Codex 抓取了 ICM 網站的數據,並發現了 2026 年菲爾茲獎獲獎者名單 Codex scraped the ICM website and discovered 2026 Fields Medal winner list (phemex.com)
147. Codex 開始對提示進行加密,轉而使用密文進行推理 Codex starts encrypting prompts, uses ciphertext for inference instead (github.com)
148. Show HN: Rejourney——面向網頁和移動應用的開源收入流失預測工具 Rejourney – Open-source revenue leak prediction for web and mobile apps (github.com)
149. 值得建設的未來是人性化的——思考機器實驗室 The Future Worth Building Is Human – Thinking Machines Lab (thinkingmachines.ai)
151. “數字疲勞”現象:數字倦怠如何改變社交媒體的使用方式 The great digital fatigue: How digital burnout is changing social media use (blog.incogni.com)
152. 你的“應用”本可以是一個網頁(所以我幫你改好了) Your ''App'' Could Have Been a Webpage (so I fixed it for you) (danq.me)
154. 歐洲一款“年齡驗證” “應用”強制所有人使用安卓或iOS系統 European "age verification" "app" forcing everyone to use Android or iOS (github.com)
159. Show HN: 只需5分鐘,即可評估您工程團隊的AI代理成熟度 Benchmark your eng team''s AI agent maturity in 5 minutes (agent-benchmarks.com)
160. 印度科學家繪製出迄今為止最詳細的人類腦幹三維圖譜 Indian scientists produce most detailed 3D atlas of the human brainstem (www.bbc.com)
162. Jektex 0.2.0——這款用於 LaTeX 渲染的 Jekyll 插件現在速度提升了約 10 倍 Jektex 0.2.0 – A Jekyll plugin for LaTeX rendering is now 10x faster (github.com)
163. 分析師稱,OpenAI的廣告業務預計將比其自身預測低90% OpenAI''s Ad Business Is on Pace to Miss Its Own Forecast by 90%, Analyst Says (www.adweek.com)
167. YouTrackDB 是一款通用型面向對象的圖數據庫 YouTrackDB is a general-use object-oriented graph database (github.com)
173. 日本開發出一種方法,可從廢舊電動車電池中回收高達90%的鋰 Japan develops a method to recover up to 90% of lithium from used EV batteries (tech.supercarblondie.com)
174. 衛星追蹤器——Starlink及3萬顆衛星的實時地圖 Satellite Tracker – Live Map of Starlink and 30k Satellites (satellitemap.space)
180. Show HN: MemStitch——面向vLLM的零拷貝上下文橋接技術(TTFT速度提升25倍) MemStitch – Zero-copy context bridging for vLLM (25x TTFT speedup) (github.com)
181. 全球首創的“超級合金”或將徹底改變金屬的製造方式 World-First ''Super Alloy'' Could Transform the Way Metals Are Made (www.sciencealert.com)
182. 如果你做的不符合自己的興趣,那麼成功或許並不重要 Success may not matter if you aren''t doing what you love (12gramsofcarbon.com)
183. MorphoHDL:一種用於構建電路的極簡語言 MorphoHDL: A minimalistic language for growing circuits (paradigms-of-intelligence.github.io)
184. ESBMC-Arduino:彌合形式驗證的部署差距 ESBMC-Arduino: Closing the Deployment Gap for Formal Verification (arxiv.org)
186. SFFA訴哈佛案揭示了招生方面的哪些問題? What did SFFA vs. Harvard reveal about admissions? (sorting-machine.pages.dev)
187. 將您的歌聲轉換為可打印的樂譜(在瀏覽器中) Turn your singing voice into printable notes (in the browser) (om-intelligence.ch)
189. Show HN: Sx 2.0 – 通過 Dropbox 文件夾與團隊共享 AI 技能 Sx 2.0 – Share AI skills with your team through a Dropbox folder (sleuth-io.github.io)
190. Show HN: ContextVault——專為您的 AI 和團隊打造的共享內存層 ContextVault – Shared memory layer for your AI and your team (www.contextvault.dev)
192. 什麼是前線工程兵,為什麼他們如此搶手?(2025) What are Forward Deployed Engineers, and why are they so in demand? (2025) (newsletter.pragmaticengineer.com)
194. 一位在攝影術普及之前就以素描形式描繪印度的英國女性 An Englishwoman who sketched India before photography took hold (www.bbc.com)
195. 關於微軟計劃於2026年初推出Claude Code和GitHub Copilot CLI的研究 A Study of Microsoft''s Early 2026 Rollout of Claude Code and GitHub Copilot CLI (arxiv.org)
196. Show HN: 哈克尼——比較優步、Lyft、Waymo 和 Robotaxi 的價格 Hackney – Compare Uber, Lyft, Waymo, and Robotaxi Prices (hackney.app)
198. 麻省理工學院的新方法可識別出基於CASM訓練但未生成CASM的AI模型 MIT''s New Method Flags AI Models Trained on CASM Without Generating It (insideai.news)
201. Show HN: 我搭建了一個“單題”黑客馬拉松平臺,免費參與,設有贊助獎品 I built a one-prompt hackathon platform, free entry, sponsored prizes (1shotchallenge.ai)
203. 如果這項備受爭議的加州法案獲得通過,“無限滾動”功能可能會面臨消失的風險 The infinite scroll may become endangered if controversial Calif. law passes (www.sfgate.com)
206. 採用符合Rust語言規範的方式重寫的Linux 0.11,可在QEMU中啟動 Linux 0.11 rewritten in idiomatic Rust, boots in QEMU (github.com)
207. Show HN: Sigwire——適用於 Linux 系統上所有信號的實時 TUI 交換機 Sigwire – a live TUI switchboard for every signal on your Linux box (github.com)
209. 如果您不允許三星將您的健康數據用於訓練人工智能,三星將刪除這些數據 Samsung will delete your health data if you don''t let them use it to train AI (neow.in)
210. Show HN: Jacquard,一種由人工智能編寫、經人類審核的編程語言 Jacquard, a programming language for AI-written, human-reviewed code (github.com)
211. “4-Bitter”教訓:在NVFP4強化學習中平衡穩定性與性能 The 4-Bitter Lesson: Balancing Stability and Performance in NVFP4 RL (humansand.ai)
212. SalesPatriot(YC W25)正在招聘全棧工程師(舊金山) SalesPatriot (YC W25) Is Hiring Full Stack Engineers (SF) (jobs.ashbyhq.com)
216. Show HN: PlanWright——一個用於人工智能編碼代理的控制平面 PlanWright – A control plane for AI coding agents (planwright.tools)
222. Thunderbird 桌面版設置調研:我們從您的反饋中獲得了哪些啟示 Thunderbird Desktop settings research: what we learned from your feedback (blog.thunderbird.net)
224. Show HN: Nobie——一款適用於智能代理和人類用戶的、與Excel兼容的運行時環境 Nobie – an Excel-compatible runtime for agents and humans (nobie.com)
230. 無需打開 Xcode 即可構建和發佈 Mac 及 iOS 應用 Building and Shipping Mac and iOS Apps Without Ever Opening Xcode (scottwillsey.com)
231. Sega 32X 上的 Linux。反正誰還需要硬件同步原語呢? Linux on the Sega 32X. Who needs hardware synchronization primitives anyway? (cakehonolulu.github.io)
232. Show HN: BillAI Bass:一款基於Strands Agents技術、由人工智能驅動的“大嘴比利·巴斯” BillAI Bass, an AI-Powered Big Mouth Billy Bass Using Strands Agents (github.com)
233. xAI 的 Grok Build CLI 將 Git 倉庫上傳到 Google Cloud 存儲桶 xAI''s Grok Build CLI Uploads Git Repositories to a Google Cloud Bucket (www.internationalcyberdigest.com)
234. Ask HN: 我應該去劍橋讀計算機科學碩士,還是作為應屆畢業生加入亞馬遜? Should I do a CS masters at Cambridge or start as a new grad at Amazon? (news.ycombinator.com)
237. Show HN: OpenClawMachines——將 OpenClaw 擴展至企業級應用 OpenClawMachines – Extending OpenClaw to the Enterprise (github.com)
238. 美國國家運輸安全委員會(NTSB)關於NetJets公司40年來首起致命事故的報告(喬什·貝爾,願他安息) NTSB Report on NetJets first fatality in 40 years (Josh Baer RIP) (data.ntsb.gov)
240. 告別 ARP:僅支持 IPv6 的網絡上的 IPv4 服務 A Farewell to ARPs: IPv4 Service on IPv6-Only Networks (labs.ripe.net)
241. 諾基亞長達14年的手機霸主地位在一下午內土崩瓦解 Nokia''s 14 Years of Mobile-Phone Supremacy Ended in an Afternoon (spectrum.ieee.org)
242. PgDog(YC P25)正在招聘一名創始軟件工程師 PgDog (YC P25) Is Hiring a Founding Software Engineer (www.ycombinator.com)
244. 蘋果的新款 SpeechAnalyzer API,與 Whisper 及其前身進行了性能對比 Apple''s new SpeechAnalyzer API, benchmarked against Whisper and its predecessor (get-inscribe.com)
246. 維基百科目前暫時避免了被列入英國《網絡安全法》第一類網站的範疇 Wikipedia escapes Category 1 designation under the UK Online Safety Act for now (en.wikipedia.org)
248. 使用現代工作負載對15款“電子廢棄物”GPU進行性能測試 Benchmarking 15 "E-Waste" GPUs with Modern Workloads (esologic.com)
250. 洛杉磯警察局(LAPD)讓與監控巨頭Flock的合同到期 LAPD lets contract with surveillance giant Flock expire (techcrunch.com)
254. 如果不提高收益率,債券市場根本無法滿足市場的資金需求。 There''s no way this bond market can fund the markets needs without higher yields (www.youtube.com)
255. Show HN: Clawk——給編程人員提供一個一次性Linux虛擬機,而不是你的筆記本電腦 Clawk – Give coding agents a disposable Linux VM, not your laptop (github.com)
260. 摩爾斯電碼的“絕對魔力”,至今仍將世界各地的人們緊密相連 The ''absolute magic'' of Morse code that still connects people globally (www.bbc.com)
261. 舊金山警方無人機視頻外洩揭露了城市監控的真實情況 Leak of San Francisco Police Drone Footage Exposes Reality of Urban Surveillance (www.wired.com)
263. Show HN: DOM-docx – 將 HTML 轉換為原生、可編輯的 Word 文檔(MIT 許可證) DOM-docx – HTML to native, editable Word docs (MIT) (github.com)
265. 以日本實時數據構建的“體素東京”——乘坐山手線,學習日語 A voxel Tokyo in real Japan time – ride the Yamanote line and study Japanese (jivx.com)
267. Ask HN: 有人會讓AI代理純粹為了好玩而玩遊戲嗎? Does anyone let AI agents play games just for fun? (news.ycombinator.com)
269. 伯克希爾對過熱市場的3970億美元押注 Berkshire''s 397B Bet Against an Overheated Market (www.disruptionbanking.com)
271. Frieve Vinyl 詳解——針尖與溝槽的微觀物理模擬 Frieve Vinyl Explained – Microscopic stylus/groove physics simulation (frieve-a.github.io)
277. 對話的社會物理學:溝通模式至關重要 The social physics of conversation: Communication patterns matter (andiroberts.com)
279. 以每秒 6B 次運算的速度在 JavaScript 中進行顏色轉換 Converting colors in JavaScript at 6B operations per second (dkryaklin.com)
281. 一名男子使用Game Boy相機和巨型望遠鏡拍攝了木星的照片,併發布了教程 Guy took Jupiter photo with Game Boy Camera, giant telescope, publishes tutorial (www.engadget.com)
283. 你是說一個只讀屬性正在拖累我的性能嗎? Are you telling me a readonly property is wrecking my performance? (shub.club)
285. 首度一睹“Quest”號真容——這是南極探險家沙克爾頓的最後一艘船 First look at Quest, the final ship of Antarctic explorer Shackleton (www.cbc.ca)
287. 阿勒格尼縣房產稅評估的現代化改革 Modernizing Property Tax Assessments in Allegheny County (www.prohousingpgh.org)
288. Calculix:一款開源的三維結構有限元分析軟件 Calculix: A Free Software Three-Dimensional Structural Finite Element Program (www.calculix.de)
292. 麥肯齊·斯科特的慈善捐贈,以質量調整生命年(QALY)為單位 MacKenzie Scott''s Giving, in Quality-Adjusted Life Years (QALYs) (maxghenis.com)
294. 一窺吉姆·漢森的“生物工坊”——奇思妙想的木偶設計之地 A Peek Inside Jim Henson''s Creature Shop, Where Whimsical Puppets Are Designed (www.smithsonianmag.com)