1. 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)
6. 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)
8. 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)
9. 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)
11. 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)
13. 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)
14. 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)
16. 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)
17. 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)
18. Cloudflare 部署了針對 php2shell 漏洞的防護措施 Cloudflare deploys protections against php2shell vulnerability (blog.cloudflare.com)
19. 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)
22. 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)
26. 《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)
27. 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)
29. 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)
36. 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)
37. 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)
38. 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)
42. 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)
45. 《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)
46. 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)
50. 複合對象與 C26 中的 std:polymorphic 類型 Composite objects and C26 the std:polymorphic type (mariusbancila.ro)
52. 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)
55. 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)
59. 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)
63. 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)
66. 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)
69. 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)
72. 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)
77. 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)
78. 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)
79. 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)
83. 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)
85. 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)
87. “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)
89. 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)
90. 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)
94. 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)
98. 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)
100. 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)
102. 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)
104. 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)
110. 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)
112. 《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)
114. 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)
115. 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)
117. 目前沒有 XScreenSaver 的官方 GitHub 倉庫 There is no official XScreenSaver GitHub repository (github.com)
121. 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)
125. 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)
127. 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)
128. 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)
129. 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)
130. 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)
131. 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)
132. 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)
136. 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)
138. 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)
139. 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)
140. 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)
141. 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)
144. 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)
145. “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)
146. “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)
156. 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)
157. 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)
158. 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)
159. 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)
160. 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)
165. 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)
166. Ask HN: 如何處理發送自己都不理解的AI生成的代碼? How to deal with shipping AI-written code you don''t understand? (news.ycombinator.com)
169. 芝加哥奧黑爾機場在跑道下挖掘出一塊重達50噸的巨石,現向公眾徵集命名建議 Chicago O''Hare digs up 50-ton boulder under airfield, asks public for name ideas (simpleflying.com)
174. 烏克蘭首次利用無人機空運撤離一名受傷士兵 Ukraine carries out first ever aerial drone evacuation of a wounded soldier (www.dailymail.com)
178. 9月份歐洲電動汽車銷量增長70.3%,市場份額達32.6% Europe EV sales rose 70.3% in September, 32.6% of market share (www.reuters.com)
179. Inception “Mercury 3”,1000 tok/s 擴散式大型語言模型 Inception "Mercury 3", 1000 tok/s diffusion LLM (www.inceptionlabs.ai)
183. Show HN: 我搭建了一個任務管理系統來處理這些繁瑣的工作,這樣我就能專注於任務本身了 I built a task system to handle the drudgery so I could focus on tasks (3anddoneapp.com)
184. 我不再想維護任何 Ruby gem 了,所以我已經將所有倉庫歸檔了 I no longer care to work on any Ruby gems so I''ve archived all my repositories (po-ru.com)
185. 伽羅瓦有限域與高級加密標準(AES) Galois Finite Fields and the Advanced Encryption Standard (AES) (www.cs.uaf.edu)
186. 歐洲核子研究組織(CERN)與Mistral攜手合作,共同推動人工智能在科學領域的應用 CERN and Mistral join forces to accelerate AI for science (home.cern)
187. Plex 的漏洞正在被實際利用,用於植入加密貨幣挖礦程序 Plex vulnerabilities being exploited in the wild to drop a cryptominer (www.boredhackerblog.info)
190. Launch HN: Laminar (YC S24) – 我們訓練了一個模型來檢測無症狀的代理故障 Laminar (YC S24) – We trained a model to catch silent agent failures (news.ycombinator.com)
191. 一名黑客利用一支由人工智能代理組成的“大軍”,入侵了約翰迪爾和SharkNinja A hacker broke into John Deere and SharkNinja with an army of AI agents (www.theverge.com)
192. 本體驅動的可觀測性:在 Netflix 構建端到端知識圖譜 Ontology-Driven Observability: Building an End-to-End Knowledge Graph at Netflix (netflixtechblog.com)
195. 世界糧食計劃署因資金短缺,暫停向加沙地區50萬人提供援助 WFP stops provision to half a million people in Gaza over lack of funding (www.middleeasteye.net)
197. 一場死亡、一場剽竊醜聞以及一場復仇之旅:奧托·Z的故事 A death, a plagiarism scandal and a quest for revenge: the tale of Otto Z (www.theguardian.com)
199. Show HN: KiviDB,一款更快的、與 Redis 兼容的內存數據庫和向量緩存 KiviDB, a faster Redis-compatible memory database and vector cache (github.com)
202. Google Research 的 Harness2——遞歸智能體調教 Harness2 by Google Research – Recursive Agent Harnessing (github.com)
206. 線束工程入門:LLM是大腦,線束是身體Simplified Chinese (Mainland) Harness Engineering 101: The LLM is the brain, the harness is the body (github.com)
209. 歐空局的“赫拉”號將觀測DART撞擊後小行星上的撞擊痕跡 ESA''s Hera Will View Asteroid Scars from DART''s Strike (spectrum.ieee.org)
210. 文件顯示:一名女警將Flock賬號交給了擔任移民與海關執法局(ICE)特工的丈夫 Documents: Police officer gave her Flock login to her ICE agent husband (www.wjcl.com)
211. Show HN: 我重新閱讀了175款AI工具的使用條款兩遍;15周內,其中60%的內容發生了變化 I re-read the terms of 175 AI tools twice; 60% changed in 15 weeks (clipjury.com)
212. Let''s Encrypt 正在為域名驗證新增兩種遠程驗證方式 Let''s Encrypt is adding two additional remote perspectives for domain validation (community.letsencrypt.org)
213. Timestral:Mistral 發佈時間序列基礎模型 Timestral: Mistral release time-series foundation models (mistral.ai)
220. Tmux 和 Claude Code:會話、Send-Keys 以及上限 Tmux and Claude Code: Sessions, Send-Keys, and the Ceiling (crystl.dev)
224. 威瑞信(Verisign).com 域名註冊局消費者集體訴訟 Verisign .com Domain Name Registry Consumer Class Action (www.hbsslaw.com)
226. 在中世紀的英格蘭,兔子曾是王室的奢侈品,直到黑死病爆發 Rabbits were a medieval royal luxury in England until the Black Death (phys.org)
227. DeepSeek v4.1 Flash 1017 在人工分析中獲得45分 DeepSeek v4.1 Flash 1017 scores 45 in Artificial Analysis (artificialanalysis.ai)
228. Show HN: Strot——只需編譯一次大語言模型(LLM)的意圖,即可在本地永久運行決策 Strot – Compile an LLM''s intent once, run decisions locally forever (github.com)
229. 在Java Records時代,Lombok依然具有重要意義 Lombok Is Still Relevant in the Age of Java Records (swaranga.dev)
233. 美國國防部能以多快的速度重建並重塑軍工產業基礎? How Quickly Can the DoD Rebuild and Recast the Munitions Industrial Base? (www.csis.org)
235. 一名法官裁定為違憲的“Flock”搜查行動的視頻片段 Footage of the Flock search that a judge ruled was uncosntitutional (www.404media.co)
239. 如果你沒有運行自己的 LLM 代理,你怎麼知道里面發生了什麼? If you don''t run your own LLM proxy, how do you know whats going on? (jrdsgl.com)
245. Show HN: OmniPTY——一款風格鮮明的適用於 macOS 和 Linux 的終端模擬器 OmniPTY – Opinionated terminal emulator for macOS and Linux (github.com)
247. 他們模擬了讓太陽變暗的情景。結果比你想象的還要糟糕 They war-gamed dimming the Sun. It went worse than you think (www.wired.com)
248. Netflix vmaf:基於多方法融合的感知視頻質量評估 Netflix vmaf: Perceptual video quality assessment based on multi-method fusion (github.com)
251. 混合推理代理:令牌數量減少35%–55%,推理速度最高提升2.6倍 Hybrid Reasoning Agents: 35–55% fewer tokens and up to 2.6 faster inference (arxiv.org)
252. 《Tiny Brutalism》——多虧了 HN,它已經登陸 Steam 了 Tiny Brutalism – Thanks to HN it''s on Steam (store.steampowered.com)
254. 佛羅里達州的業主協會和公寓業主協會正在加劇住房危機 Florida''s HOAs and condo associations are making the housing crisis worse (hoaspy.com)
259. 英特爾 8087 芯片:浮點加法和減法 The Intel 8087 chip: floating-point addition and subtraction (www.righto.com)
261. Show HN: Ranet3 – 高性能基於策略路由的 IPsec 網狀 SD-WAN Ranet3 – High performance policy routed IPsec mesh SD-WAN (ranet3.com)
262. 狗似乎也和人類一樣認為,“bouba”是圓的,“kiki”是尖的。 Dogs seem to agree with humans that ''bouba'' is round and ''kiki'' is spiky (www.sciencealert.com)
263. 現在正是投身數學領域的最佳時機(作者:3blue1brown)[視頻] There''s never been a better time to go into math (by: 3blue1brown) [video] (www.youtube.com)
264. 《俄羅斯方塊》之外:阿列克謝·帕吉特諾夫的其他遊戲 [視頻] Beyond Tetris: The other games of Alexey Pajitnov [video] (www.youtube.com)
266. 《地理趣談:各國風趣概況》(1868) Geographical Fun: Being Humourous Outlines of Various Countries (1868) (publicdomainreview.org)
267. 一個解析器、兩個漏洞、眾多路由器:利用eCos和Linux系統中的博通Wi-Fi漏洞 One parser, two bugs, many routers: Exploiting Broadcom WiFi across eCos, Linux (quentinkaiser.be)
268. “我已進入戰時狀態”:陶哲軒與數學界的危機 "I''m on a war footing": Terry Tao and the crisis in math (www.nytimes.com)
269. SIGSALY:丘吉爾與總統之間的絕密熱線 SIGSALY: Churchill''s top secret hotline to the president (www.iwm.org.uk)
271. Anthropic提出的AI安全法案只有在造成50人死亡或10億美元損失的情況下才會生效 Anthropic''s proposed AI safety bill only kicks in if 50 deaths or 1B in damages (www.tomshardware.com)
272. Show HN: 在《時之笛》重製版發售前需要補完的《塞爾達傳說》時間線 The Zelda timeline to catch up before the Ocarina of Time remake (legendofhyrule.com)
273. Chirp Pong——利用麥克風和音頻實現聯網遊戲 Chirp Pong – uses microphones and audio for networked game play (simonwillison.net)
279. 《計算機輔助幾何設計中的曲線與曲面發展史》[pdf] A History of Curves and Surfaces in Computer Aided Geometric Design [pdf] (math.pku.edu.cn)
280. 開放式微操作器——一款亞微米級三維運動控制平臺 Open MicroManipulator – A sub-micrometer 3D motion control plattform (github.com)
281. 法律專家警告稱,Meta的新條款仍賦予了廣泛的網頁抓取權限 Legal experts warn Meta''s new terms still grant broad scraping permissions (www.niemanlab.org)
282. 孩子們正想方設法繞過社交媒體禁令。這並不是我們需要解決的問題。 Kids are outsmarting social media bans. That''s not a problem we need to solve (www.technologyreview.com)
290. 《強粘性液體中的聲波傳播》(1966)[pdf] Propagation of Sound in Strongly Viscous Liquids (1966) [pdf] (jetp.ras.ru)
291. DeepSeek 搜索和獲取服務——每 1000 次成功請求 0.75 美元 DeepSeek search and fetch – 0.75 per 1000 successful requests (api-docs.deepseek.com)
292. 一位普林斯頓大學博士申請了2,300份工作,卻依然找不到一份工作 A Princeton PhD Applied to 2,300 Jobs. He Still Can''t Get One (www.wsj.com)
294. 《伊麗莎白·霍姆斯紀錄片》——通過揭露她的記者之眼 The Elizabeth Holmes Documentary, via the Eyes of the Reporter Who Exposed Her (www.nytimes.com)
297. 馬修·普林斯談Cloudflare為何提供免費版本且將永遠提供 Matthew Prince on why Cloudflare offers a free version and always will (webmasters.stackexchange.com)
298. Show HN: Opus 5.5 製作的一個 6.3 MB HTML 文件中包含 500 個時鐘 500 clocks in one 6.3 MB HTML file by Opus 5.5 (tkgally.github.io)
299. 在阿蒂斯動物園,南方地面角鴞獲贈3D打印的喙部假體 Southern ground hornbill gets 3D printed beak prostheses at Artis Zoo (nltimes.nl)
300. 一名內線滲透進了美國民兵組織的高層 A Mole Infiltrated the Highest Ranks of American Militias (www.propublica.org)