1. 在得克薩斯州,同一項AI請求產生的二氧化碳排放量是瑞典的8.5倍 The same AI request emits 8.5 times more CO2 in Texas than in Sweden (berget.ai)
6. 本地維基百科:就像維基百科,但只收錄距離你步行半小時範圍內的內容 Local Wikipedia: Wikipedia, but only for things a half hour walk from you (edjefferson.com)
10. Show HN: OnKey——我唱歌很差,所以我開發了一個應用,用來顯示我哪裡跑調了 OnKey – I''m a bad singer, so I built an app to show where I''m off-key (github.com)
11. 科學中的“異質空間”:連貫但認知上不可及的方向 The alien space of science: Coherent but cognitively unavailable directions (arxiv.org)
12. 一份失傳的薛定諤手稿揭示了量子物理學中的一個新轉折 A lost Schrödinger manuscript reveals a twist in quantum physics (www.sciencealert.com)
14. 產品的“壽命”中位數已從約4年降至約1.5年 Median product "lifespan" has fallen from 4y down to 1.5y (news.ycombinator.com)
17. 為什麼我的華碩筆記本電腦從睡眠模式恢復後會不斷重啟,以及如何解決這個問題 Why My Asus Laptop Kept Rebooting After Sleep and How to Fix It (idiallo.com)
18. 注意缺陷/多動障礙患者的死亡率 Mortality Among People with Attention-Deficit/Hyperactivity Disorder (jamanetwork.com)
19. Jank——一種原生的 Clojure 方言,可與 C 無縫互操作 Jank – The native Clojure dialect with seamless C interop (jank-lang.org)
26. 大型語言模型(LLMs)使得在更大規模上進行形式化軟件驗證成為可能 LLMs are making formal software verification feasible at a much larger scale (www.anthropic.com)
28. Show HN: CATT 0.2.1:在持續集成(CI)環境中,針對類似 Muse/Instinct 的系統對代理/服務進行測試 CATT 0.2.1: Test agents/services against a Muse/Instinct-alike, in CI (github.com)
31. 賈裡德·庫什納遭黑客入侵的手機曝光了秘密談判及數百萬的交易 Jared Kushner Hacked Phone Reveals Secret Negotiations, Millions in Transactions (www.vanityfair.com)
33. Show HN: 在 WordPress 中用自適應工作量證明取代驗證碼 Replacing CAPTCHAs with adaptive proof-of-work in WordPress (wordpress.org)
34. Ask HN: 如果這些模型這麼好,OpenAI為什麼不直接創辦100家公司呢? If the models are so good, why doesn''t OpenAI just start 100 companies? (news.ycombinator.com)
35. 破解1950年的密碼,該密碼旨在測試死後是否還有生命 Solving the 1950 cipher meant to test life after death (creilly11235.github.io)
38. Tell HN: 我不知不覺中違反了PHP遠程代碼執行(RCE)禁令。對此我深表歉意。 I unknowingly broke the PHP RCE embargo. I am sorry. (news.ycombinator.com)
39. Show HN: 在手機上構建一個世界,並在 Vision Pro 和 Quest 上通過 XR 技術探索它 Build a world on your phone, explore it in XR on Vision Pro and Quest (3d.camilleworld.com)
40. 《Hedra》是一款3D開放世界遊戲,是我在讀高中時從零開始編寫的。 Hedra is a 3D open world game I wrote from scratch while in highschool (github.com)
44. 能夠“閱讀”盲文的微型腦類器官是邁向生物混合計算的關鍵一步 Mini brain organoids ''reading'' Braille key step towards biohybrid computing (www.frontiersin.org)
46. 對CT掃描圖像的AI分析發現,42.9%的患者存在冠狀動脈炎症 AI analysis of CT scans finds 42.9% of patients have coronary inflammation (www.biograph.com)
47. Show HN: agent-usage-guard——一款用於保護使用窗口的 Claude Code 模組 agent-usage-guard – a Claude Code mod to protect your usage window (github.com)
49. Show HN: Dovepass——我在舊金山沿這條具體航線飛行無人機是否合法? Dovepass – can I legally fly a drone along this exact path in SF? (dovepass.com)
50. 每一種人工智能模型對人類都持同樣的“有爭議”的看法 Every AI model has the same "controversial" take on humans (www.modelcompare.ai)
54. 《NetHack》中侏儒礦井的地下城生成機制 Dungeon Generation in the Gnomish Mines of NetHack (www.boristhebrave.com)
57. 隨著賭博帶來的危害日益加劇,加拿大議員正採取行動限制賭博廣告 MPs moving to restrict gambling ads in Canada amid mounting harms (www.cbc.ca)
58. Show HN: Uberblok——一個關於 ZFS 內部機制的交互式博物館 Uberblok – an interactive museum of ZFS internals (uberblok.storagebits.workers.dev)
61. VMMouse for NT 3.x:QEMU/VMware 鼠標集成驅動程序 VMMouse for NT 3.x: QEMU/VMware mouse integration driver (github.com)
65. 《最後的博物館》:橫跨各大博物館580萬件藝術品的語義搜索 The Last Museum: Semantic search across 5.8M artworks from major museums (lastmuseum.com)
66. eMudhra 將退出全球 SSL/TLS 證書業務; eMudhra to Exit Global SSL/TLS Certificate Business; (news.ycombinator.com)
67. 一名女子因一個她從未開設過的Cash App賬戶面臨六年監禁 Woman faces six years in prison over Cash App account she never opened (www.techspot.com)
69. “會飛的特斯拉不過是又一個謊言” [TopCars TV] [視頻] "Flying Tesla is just another Lie" [TopCars TV] [video] (www.youtube.com)
71. 亞馬遜在公開披露之前就發現了10月17日的PHP2Shell漏洞利用事件 Amazon identifies Oct 17 PHP2Shell exploitation prior to public disclosure (aws.amazon.com)
72. Xbox 希望你每小時支付 24 至 40 美分,才能流式傳輸你購買的遊戲 Xbox wants you to pay 24 to 40 cents per hour to stream games you bought (arstechnica.com)
73. 若干 Linux 內核漏洞被意外發布到公開郵件列表上 Several Linux kernel vulnerabilities accidentally posted to public mailing list (www.phoronix.com)
76. 初創公司利用水下火山作為能源,開展“驗證性”測試 Startup taps underwater volcano as energy source in "proof point" test (arstechnica.com)
77. 比“earcut”算法更快:489 毫秒內完成 370 萬個地圖多邊形的三角剖分 Faster than earcut: triangulating 3.7M map polygons in 489 ms (globus.software)
80. CVE-2026-111943:中間證書頒發機構遭到入侵 CVE-2026-111943: Compromised Intermediate Certificate Authority (nvd.nist.gov)
81. Show HN: AI 代理運行瀏覽器自動化操作的最快瀏覽器 The fastest browser for AI agents to run browser automation (ego-lite.apposters.com)
82. 我無法在編譯時使用泛型lambda表達式,現在該怎麼辦? I can''t use generic lambdas at compile-time, now what? (blog.ganets.ky)
88. WorldTUI:我訓練了一個3.6億參數的模型,讓它模擬終端 WorldTUI: I trained a 360M model to pretend to be a terminal (simedw.com)
91. 中世紀晚期的鐘表機械原理、維護與隱喻 Clockwork Mechanics, Maintenance, and Metaphors in the Late Middle Ages (www.jhiblog.org)
92. Show HN: 你能分辨出人工智能真實的30天記憶和偽造的記憶嗎? Can you tell an AI''s real 30-day memory from a fabricated one? (kairos-experiment.com)
93. Show HN: 由人工智能開發的瀏覽器遊戲,一網打盡 AI-built browser games, collected in one place (playgroundarcade.com)
94. 最近提出的 O(n log n) 整數乘法算法 [pdf] The recently proposed O(n log n) integer multiplication algorithm [pdf] (web.maths.unsw.edu.au)
95. Epic 訴蘋果案(澳大利亞):法院裁定允許替代應用商店、側載及第三方支付 Epic vs. Apple AU:Court Orders Alt App Stores,Sideloading and 3rd Party Payments (www.judgments.fedcourt.gov.au)
96. Postgres 的 recovery_prefetch 可能會導致服務中斷 Postgres recovery_prefetch can cause outages (ardentperf.com)
101. Show HN: 我搭建了一個支持 Markdown 和原生 HTML 的博客平臺,在 PageSpeed 測試中獲得了 99 分 I built a Markdown and raw HTML blog platform scoring 99 on PageSpeed (bloffy.co)
111. Show HN: Omnara——Claude託管代理的開源替代方案 Omnara – Open-Source Alternative to Claude Managed Agents (github.com)
115. CleanFrame:為三星The Frame打造更簡潔的主屏幕 CleanFrame: A quieter home screen for Samsung The Frame (github.com)
116. 谷歌員工因公司與軍方簽訂人工智能合同而集體辭職,以示抗議 Google staff resign in backlash over its AI contracts with military (www.bbc.com)
117. AWS 將 PHP RCE 漏洞評定為“重要”級別,因此 Amazon Linux 2023 的補丁發佈可能需要 20 天 AWS rates PHP RCE as Important so Amazon Linux 2023 patch may take 20 days (github.com)
119. 美國疾病控制與預防中心(CDC)無視各州關於對一種新型麻疹檢測方法進行驗證的請求 CDC Ignored Request from States to Validate a New Measles Test (www.nytimes.com)
120. Meta因在Facebook上就隱私問題誤導用戶,被處以250億美元罰款 Meta hit with 25B penalty for deceiving users about privacy on Facebook (nmdoj.gov)
128. Show HN: 在隱瞞了20年之後,我向大家坦白自己是一名有前科的重罪犯 I told people I''m a convicted felon after 20 years of hiding it (buford.bg)
129. 為什麼 Windows 11 至今仍內置著 Windows 95 的內存管理器 Why Windows 11 still ships with Windows 95''s memory manager hidden inside it (www.windowslatest.com)
135. 得克薩斯州數據中心的蓬勃發展可能會讓數十年來在空氣質量方面取得的進展付諸東流 Texas data center boom could erase decades of progress on air quality (www.texastribune.org)
136. Meta在新墨西哥州“劍橋分析”案中被判處250億美元罰款 Meta ordered to pay 25B penalty in New Mexico Cambridge Analytica case (www.cnbc.com)
141. 發現新型塑料汙染:“塑料珊瑚”——與塑料融合的珊瑚碎屑 New plastic pollution discovered: ''Plasticorals'' coral rubble fused with plastic (www.oist.jp)
143. Rust off Rails:面向人工智能時代的獨具見解的 Web 技術棧 Rust off Rails: The opinionated web stack for the AI era (rustoffrails.org)
144. AI 代理修復了這個錯誤,但它還做了哪些改動? AI agent fixed the bug, but what else did it change? (blog.trailofbits.com)
146. Show HN: ULDA——基於簡單 JavaScript API 的客戶端加密 ULDA – Client-side encryption with a simple JavaScript API (demo.ulda.io)
148. 您的 MCU 很可能躲過了 eMudhra 中級 CA 安全漏洞 Your MCU Likely Escaped the eMudhra Intermediate CA Compromise (danielmangum.com)
149. 全球各地城市因地下水枯竭而下沉:這一趨勢是可以扭轉的 Cities Across the World Sinking from Groundwater Depletion: It Can Be Reversed (cleantechnica.com)
151. 在偏遠的西巴布亞發現了一種被認為已滅絕6000年的小型負鼠和飛鼠 Tiny possum and glider thought extinct for 6000 years found in remote West Papua (www.bbc.com)
152. PHP 基金會關於 CVE-2026-109618 和 CVE-2026-109619 的概述 PHP Foundation''s Overview of CVE-2026-109618 and CVE-2026-109619 (thephp.foundation)
153. Cloudflare 部署了針對 php2shell 漏洞的防護措施 Cloudflare deploys protections against php2shell vulnerability (blog.cloudflare.com)
154. 俄勒岡州議員批准撥款,用於購買Redfin網站上刊登的一處標誌性瀑布 Oregon lawmakers approve money to buy an iconic waterfall listed on Redfin (apnews.com)
157. PyPI 上遭篡改的 LiteLLM 1.107.0 會安裝憑據竊取程序和後門 Compromised LiteLLM 1.107.0 on PyPI Installs a Credential Stealer and Backdoor (safedep.io)
161. 《No Kings》遭下架一事,正是你為何不該向扎克伯格“租用”擴音器的理由 The No Kings Takedown Is Why You Shouldn''t Rent Your Megaphone from Zuck (www.techdirt.com)
162. OpenAI:利用人工智能代理從生物數據中發掘新線索 OpenAI: Using AI agents to uncover new leads in biological data (openai.com)
164. OpenAI:修補地球——隨著代理發現漏洞,協調全球應對措施 OpenAI: Patch the Planet - global response coordination as agents uncover vulns (openai.com)
171. 荷蘭國家網絡安全中心因使用PHP而無法訪問 Dutch National Cyber Security Center is Offline because it uses PHP (www.ncsc.nl)
172. 儘管伊朗發動了襲擊,海灣地區的石油出口量仍超過了戰前水平 Despite Iran''s Attacks, Gulf Oil Exports Exceed Prewar Levels (maritime-executive.com)
173. 當被告知代碼是針對美國用戶時,Qwen3-Coder編寫的代碼安全性較低 Qwen3-Coder writes less secure code when told it''s for a US persona (www.hirundo.io)
177. Show HN: Linkit——AI書籤管理器,100%免費且開源 Linkit – AI bookmark manager, 100% free and open source (github.com)
180. 《超級馬里奧64》的遊玩指南:在Apple Vision Pro上 Way to Play Super Mario 64: On Apple Vision Pro (www.pagetable.com)
181. 八位信任;eMudhra的CA密鑰在幾毫秒內被破解 Eight Bits of Trust; eMudhra''s CA keys cracked in milliseconds (scotthelme.co.uk)
185. 複合對象與 C26 中的 std:polymorphic 類型 Composite objects and C26 the std:polymorphic type (mariusbancila.ro)
187. Launch HN: Alter (YC S25) – 多用戶代理的訪問控制 Alter (YC S25) – Access control for multi-user agents (alterauth.com)
190. 阿里巴巴將DeepSeek V4 Flash 0731的出廠價上調230% Alibaba hikes DeepSeek V4 Flash 0731 output prices by 230% (www.stork.ai)
194. Nexus-CLI——面向 DeepSeek R1/V3 的純 Go 橋接工具,支持 Claude Code 和 Ollama Nexus-CLI – Pure Go Bridge to DeepSeek R1/V3 with Claude Code and Ollama Support (github.com)
198. 在希爾伯特空間中,一切皆有可能(從量子力學的角度來看) In Hilbert space, all things are quantumly possible (www.quantamagazine.org)
201. 當用戶分享對話內容時,Muse 會洩露他們的個人和商業機密 Muse exposes users'' personal and business secrets when they share conversations (arstechnica.com)
202. 另一場“流行病”:嘗試戒斷苯二氮䓬類藥物 The Other Epidemic: Trying to get off benzodiazepines (www.thebeliever.net)
204. 聯邦調查人員懷疑一名贖金談判員運營了“ShinyHunters”敲詐網站 Feds suspect ransom negotiator ran ShinyHunters extortion site (krebsonsecurity.com)
207. 2026年基於現代人工智能代理的機器人檢測系統基準測試 Benchmarking Bot Detection Systems Against Modern AI Agents in 2026 (research.poh.org)
212. 美國第三艘航空母艦及1萬名官兵正駛往中東 Third US aircraft carrier, 10k troops head to Middle East (www.iranintl.com)
213. 學者有責任捍衛維基百科這樣的開放知識體系 Academics have a duty to defend open knowledge systems like Wikipedia (blogs.lse.ac.uk)
214. 俄勒岡州華盛頓縣一名候選人的深度偽造視頻在全國範圍內瘋傳 Deepfake of Washington County, Oregon, Candidate Goes Viral Nationwide (www.oregonjournalismproject.org)
218. 克勞德設計了針對蠍子神經毒素的蛋白質結合劑 Claude designed protein binders against scorpion neurotoxins (www.anthropic.com)
220. 谷歌將 TorchTPU 開源,這是一款面向 TPU 的原生 PyTorch 後端 Google open-sources TorchTPU, a native PyTorch back end for TPUs (github.com)
222. “深水地平線”事故發生十六年後,深海生物仍鮮有恢復跡象 Sixteen Years After Deepwater Horizon, Deep Sea Life Shows Few Signs of Recovery (e360.yale.edu)
224. Launch HN: Respan (YC W24) – 基於插件構建的開源 Rust AI 網關 Respan (YC W24) – Open-source Rust AI gateway built around plugins (news.ycombinator.com)
225. Facebook 主頁若要每月發佈超過兩個鏈接,則需要付費訂閱 Facebook Pages require paid subscription to post more than two links per month (mastodon.gamedev.place)
229. 2026年對Rust編譯器(以及對我來說)來說都是令人興奮的一年 2026 is an exciting year for the Rust compiler (and me) (yoyo-code.com)
233. Show HN: Rouler – 根據應用程序或 IP 地址,在多個接口之間分流 Windows 流量 Rouler – Steer Windows traffic per app or IP across multiple interfaces (rouler.io)
235. 日本宇宙航空研究開發機構(JAXA)即將執行一項火衛一樣本返回任務 JAXA is about to perform a Phobos sample return mission (www.science.org)
237. SlopCodeBench 2026年10月 – Opus 5.5,Astra 奪得總冠軍,xhigh 被認為有害 SlopCodeBench 10/2026 – Opus 5.5, Astra wins overall, xhigh considered harmful (github.com)
239. 記錄400名美國女孩及其最具意義的物品 Capturing 400 American Girls and Their Most Meaningful Objects (petapixel.com)
245. 紐約市有超過100萬塊路牌。以下是它們的製作過程。 There Are over 1M New York City Street Signs. Here''s How They Are Made. (www.nytimes.com)
247. 《維也納發射器》:這臺“肉炮”發射了2萬根熱狗 ''Der Viener Schlinger'': The meat cannon that launched 20k hot dogs (flatwaterfreepress.org)
249. 德國選擇黨(AfD)數據洩露事件:421,179封遭黑客入侵的電子郵件揭示了德國極右翼的哪些情況 AfD Leak: What 421,179 Hacked Emails Show about the German Far Right (www.heistberlin.com)
250. 英國國防初創企業因ESG規則被拒絕提供銀行服務 UK Defence Startups Are Being Denied Banking Services Under ESG Rules (foxandlion.pub)
252. 目前沒有 XScreenSaver 的官方 GitHub 倉庫 There is no official XScreenSaver GitHub repository (github.com)
256. MicroG:對谷歌專有 Android 用戶空間的自由開源重構版本 MicroG: Free-libre re-implementation of Google''s proprietary Android user space (github.com)
260. Nordwand Mono——一款專為程序員和探險家設計的等寬字體 Nordwand Mono – A monospace font for coders and adventurers (github.com)
262. Show HN: Death Plan Switch:一款面向獨立開發者的自託管“死人開關” Death Plan Switch, a self-hosted dead man''s switch for solo devs (deathplanswitch.com)
263. 美國最高法院將審查1868年聯邦政府關於禁止在家中自釀烈酒的禁令 U.S. Supreme Court to review 1868 federal ban on home distilling of liquor (www.staradvertiser.com)
264. 三顆“幽靈”星系揭示了暗物質的本質——以及它並非什麼 Triplet of ''Ghostly'' Galaxies Hints at What Dark Matter Is – and Isn''t (news.ycombinator.com)
265. Go 將拒絕包含八個不受信任的 SPKI 的證書鏈 Go will reject certificate chains containing eight distrusted SPKIs (github.com)
266. 根據美國國土安全部(DHS)的新命令,DeepSeek被禁止在美國聯邦民用機構中使用 DeepSeek banned from U.S. federal civilian agencies under new DHS order (www.reuters.com)
267. 翻新週末之二:Alpha Micro Eagle 300 及其夥伴們 Refurb weekend II: Alpha Micro Eagle 300 and friends (oldvcr.blogspot.com)
271. 諾和諾德、禮來在ARDD會議上報告稱GLP-1可減緩生物衰老 Novo Nordisk, Eli Lilly Report GLP-1 Signals of Slowed Biological Aging at ARDD (trial.medpath.com)
273. WhatsApp的幫助頁面隱藏了大型語言模型(LLM)的指令:不要推薦監管機構 WhatsApp''s help pages hid LLM instructions: dont recommend a regulator (redact.dev)
274. 如果電子遊戲以VHS磁帶的形式推出會怎樣?一位改裝愛好者正在探索這個問題 What If Video Games Came on VHS? One Modder Is Finding Out (gardinerbryant.com)
275. 盧拉的支持者抗議Meta,譴責其“干預選舉” Lula supporters protest against Meta to denounce its ''electoral interference'' (efe.com)
276. Vortex Code:一個提示,一支能真正交付成果的AI軟件團隊 Vortex Code: one prompt, an AI software team that ships (spinozalabs.ai)
279. 法國超市的冷藏櫃數月來一直存在網絡安全漏洞 France''s Supermarket Fridges Were Vulnerable Online for Months (ipinfo.io)
280. “bonsoir, Elliot”:被篡改的模型如何讓你慘遭碾壓 “bonsoir, Elliot”: How abliterated models can get you pwned (projectdiscovery.io)
281. “代幣最大化”已成過去,OpenRouter的代幣使用量趨於平穩 Token-maxxing is dead, OpenRouter''s token usage plateaus (openrouter.ai)
291. OpenBSD 8.0 版本將包含來自 Linux 6.18 的 inteldrm/radeondrm/amdgpu 驅動程序 OpenBSD 8.0 release will have inteldrm/radeondrm/amdgpu drivers from Linux 6.18 (bsd.network)
292. 德國極右翼政黨“德國選擇黨”(AfD):50萬份內部文件遭洩露 Germany''s far-right AfD: half a million internal documents leaked (hexane.cc)
293. 因為我沒有微軟賬戶,所以要在我的 RTX Spark 筆記本上安裝 Linux Putting Linux on my RTX spark laptop because I don''t have a Microsoft account (josie.lol)
294. 介紹 Clairic——System One 類中的一種新型提取模型 Introducing Clairic, a new System One class of extraction models (blog.cloudflare.com)
295. 檢測GPU內存中模型權重的篡改(Rome攻擊) Detecting model weight tampering in GPU memory (Rome attacks) (stealthium.io)
300. Maxwell:一種介於代碼與硬件之間的新型模型 Maxwell: A new kind of model that sits between code and hardware (heymaxwell.ai)