1. 在人工智能分析中,Kimi K3 排名第 3 位,僅落後 Sol 2 分 Kimi K3 is ranked 3rd on artificial analysis, only 2 points behind Sol (artificialanalysis.ai)
3. 德國人工智能聯盟發佈了Soofi S——一款位居基準測試榜首的300億參數開源模型 German AI consortium releases Soofi S, an open 30B model that tops benchmarks (the-decoder.com)
6. Schema Harness 在 Arc‑AGI‑3 公開數據集上取得約 99% 的成績 Schema Harness Achieves 99% on Arc‑AGI‑3 Public (schema-harness.github.io)
9. Show HN: Ratel,為代理提供無限的工具和技能,同時避免上下文臃腫 Ratel, give agents unlimited tools and skills without context bloat (github.com)
13. Show HN: Rust 中可組合數值轉換的伽羅瓦連接 Galois connections for composable numeric casts in Rust (github.com)
14. Show HN: 將Linux移植到一款十年前的QWERTY手機上的現代版本 A modern port of Linux to a ten-year-old QWERTY phone (news.ycombinator.com)
15. Show HN: Sentinel——一款開源的質量保證(QA)代理,能在執行操作前先分析您的代碼 Sentinel – open-source QA agent that reads your code before it clicks (blog.simbastack.com)
17. Launch HN: Traceforce(YC S26)——逐臺設備保障AI應用安全 Traceforce (YC S26) – Secure AI apps, one device at a time (news.ycombinator.com)
18. “我們曾使用酸液破壞微軟超大規模數據中心的建設” ''We used acid to sabotage Microsoft hyperscale data centre construction'' (techwerkers.nl)
19. 利用“經典”機器學習檢測由大型語言模型生成的文本 Detecting LLM-Generated Texts with "Classical" Machine Learning (blog.lyc8503.net)
21. 來自不同國家、收入水平各異的家庭所擁有物品的照片 Photos of items from families in different countries with different incomes (www.gapminder.org)
22. 利用模塊化提示詞轉譯構建可擴展的AI代理 Building scalable AI agents with modular prompt transpilation (developers.googleblog.com)
25. Show HN: Leaves——一款基於文本界面的磁盤使用情況樹狀圖可視化工具 Leaves – a text-UI disk usage treemap visualizer (github.com)
27. Helicone 允許用戶直接向共享的 ClickHouse 編寫 SQL 語句 Helicone allows users to write SQL directly to a shared ClickHouse (www.justintorre.com)
31. 如何在配備6GB顯存的舊款Linux臺式機上訓練一個通用人工智能(Gen AI)底鼓模型 How to Train a Gen AI Kick Drum Model on Your Old Linux Desktop with 6GB VRAM (www.zhinit.dev)
38. Show HN: AI Law Tracker——一個經過審計的API,涵蓋美國、歐盟及全球的人工智能法律 AI Law Tracker – one audited API for US, EU and global AI law (ai-law-tracker.com)
41. 阿拉斯加上塔納納河谷仍在使用二戰時期的電話線(2021年) World-War-Ⅱ-era telephone line still in use in Upper Tanana Valley Alaska (2021) (www.sketchesofalaska.com)
43. KizunaShelf 簡介:專為心愛之物打造的書架 Introduction to KizunaShelf: A shelf for everything you love (mudkip.me)
44. 直播對倫敦交通局(TfL)發動網絡攻擊的青少年黑客被判入獄 Teen hackers who live streamed cyber-attack on TfL jailed (www.bbc.com)
46. 索尼從“購買”了這些電影的用戶賬戶中又刪除了大量電影 Sony Deletes a Bunch More Movies from the Accounts of People Who ''Bought'' Them (www.techdirt.com)
49. 英國鋼鐵公司被收歸國有,以保障英國“至關重要”的供應 British Steel taken into public ownership to protect ''vital'' UK supply (www.bbc.com)
51. SpaceX股價在盤中交易中全線回吐漲幅,跌破IPO發行價 SpaceX stock erases all its gains and slides below IPO price in intraday trading (www.latimes.com)
54. 我讓一個已廢棄8年的CSS庫“起死回生”,併為其配備了一個引擎 I resurrected an 8-year-old dead CSS library and gave it an engine (usevivace.dev)
60. YC的創始人現在在哪裡?大多在OpenAI和Anthropic Where are YC founders now? OpenAI and Anthropic, mostly (joinedanthropic.com)
62. Dense Arena 實習:編譯器性能的引擎 Dense Arena Interning: The Engine of Compiler Performance (aikoschurmann.com)
63. Cloudflare 域名服務器的名稱背後有什麼故事?(2013) What''s the story behind the names of Cloudflare''s name servers? (2013) (blog.cloudflare.com)
64. Reynard:一款適用於 iOS 13 及更高版本的正版 Firefox 網頁瀏覽器 Reynard: A real Firefox web browser for iOS 13 or later (github.com)
69. 別再說什麼人工智能只是個工具,關鍵在於如何使用它了 Stop saying that AI is just a tool and it only matters how it is used (www.frank.computer)
70. 使用 Compose、Ruby、IPv6 並無需 Kubernetes 重構我的家庭實驗室 Rebuilding My Homelab with Compose, Ruby, IPv6, and No Kubernetes (www.petekeen.net)
72. 19世紀的1,300幅精美野生動物插畫現已修復 1,300 Beautiful Wildlife Illustrations from the 19th Century Now Restored (www.openculture.com)
75. 大型語言模型能否對計算機體系結構論文進行深入的技術理解 Can LLMs Perform Deep Technical Comprehension of Computer Architecture Papers (arxiv.org)
77. 如果你想從頭開始創建一個按鈕,必須先創建宇宙 If you want to create a button from scratch, you must first create the universe (madcampos.dev)
78. 支持開源和免費套餐的 Whispr 採用 Cloudflare AI Open Source, Free Tier Capable Whispr Using Cloudflare AI (github.com)
79. 在內存受限的GPU上加速塊式低秩基礎模型推理 Accelerating Block Low-Rank Foundation Model Inference on MemoryConstrained GPUs (dl.acm.org)
80. 倫敦公交車上的“遊擊式”廣告調侃凱莉·詹娜的Meta眼鏡宣傳活動 Guerrilla London Bus Ads Mock Kylie Jenner''s Meta Glasses Campaign (hyperallergic.com)
81. Fleet:面向多芯片GPU上超內核的分層任務型抽象 Fleet: Hierarchical Task-Based Abstraction for Megakernels on Multi-Die GPUs (arxiv.org)
82. 高帶寬閃存為模型權重提供了高效的存儲方案 High-Bandwidth Flash offers efficient storage for model weights (spectrum.ieee.org)
83. “Tokio/Rayon 陷阱”以及為何 Async/Await 無法實現併發 The Tokio/Rayon Trap and Why Async/Await Fails Concurrency (pmbanugo.me)
86. G#——一種融合了 Go、Kotlin 和 Swift 設計理念的現代 .NET 語言 G# – A modern .NET language with Go, Kotlin, and Swift ergonomics (davidobando.github.io)
89. Show HN: E-- – 一種可在英語和Python之間切換的語言 E-- – A language you dial between English and Python (github.com)
93. 金屬-有機框架:化學界的新型“奇蹟材料” Metal-Organic Frameworks, Chemistry''s New Miracle Materials (chemistry.berkeley.edu)
100. 我們在任何設計或生產流程中都不使用人工智能 We don''t use AI in any of our design or production processes (mass-driver.com)
105. Show HN: 基於 OpenJDK Panama FFM(Java 22)的低延遲本地 LLM 運行器 Low-latency local LLM runner via OpenJDK Panama FFM (Java 22) (github.com)
110. Show HN: Microcosm Industries——模擬玩具與軟件微世界 Microcosm Industries – Simulation toys and software microcosms (microcosm.industries)
111. Show HN: SirixDB 1.0 Beta – 類似 Git 的版本控制、差異比較、時間回溯查詢 SirixDB 1.0 Beta – Git-Like Versioning, Diffs, Time-Travel Queries (github.com)
112. Brainless:外觀類似於Claude Code、Codex和Grok的Shadcn組件 Brainless: Shadcn components that look like Claude Code, Codex and Grok (brainless.swerdlow.dev)
116. 恐怖命令行遊戲《Duskers》即將推出續作 Duskers, the scary command line game, is getting a sequel (elbowgreasegames.substack.com)
117. Show HN: 用於編碼代理的Capn-hook——別對同一個謎題進行兩次grep Capn-hook for coding agents – don''t grep the same mystery twice (github.com)
119. Murati旗下Thinking Machines公司發佈了開放權重975B參數的大語言模型(LLM) Murati''s Thinking Machines Releases Open-Weights 975B Parameter LLM (thinkingmachines.ai)
122. Stripe和Advent提出以超過530億美元的價格收購PayPal Stripe, Advent offer to buy PayPal for more than 53B (www.reuters.com)
123. Show HN: Painterly——無需生成式人工智能即可將照片轉化為數字畫作 Painterly – Turn pictures into digital paintings without generative AI (github.com)
124. FreeBSD 16 從其基礎系統中移除了最後一部分 GPL 代碼 FreeBSD 16 Retires the Last of Its GPL Code from Its Base System (www.phoronix.com)
130. 設計54張計算機科學卡片讓我對平面設計有了哪些啟發 What designing 54 computer science cards taught me about graphic design (fhoehl.com)
132. 清除喬治·奧威爾的書籍,無視了推動政治右翼的力量 Purging George Orwell''s books misses what drives the political right (theloop.ecpr.eu)
133. Launch HN: Coasty (YC S26) – 面向計算機代理的 API Coasty (YC S26) – An API for computer-use agents (coasty.ai)
139. 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)
141. 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)
142. 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)
143. 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)
146. 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)
147. 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)
148. 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)
150. 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)
151. 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)
152. 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)
153. 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)
154. 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)
155. 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)
156. 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)
157. 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)
161. 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)
162. 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)
163. 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)
165. 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)
166. 《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)
167. 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)
168. 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)
173. 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)
174. 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)
177. 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)
179. 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)
181. 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)
182. 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)
183. 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)
186. 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)
188. Boss——適用於 Delphi 和 Lazarus 的依賴項管理器 Boss – Dependency Manager for Delphi and Lazarus (github.com)
191. “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)
193. 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)
194. 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)
196. 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)
198. 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)
200. 我作為研究科學家求職過程中獲得的意外啟示 Surprising lessons from my research scientist job search (yongzx.github.io)
201. 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)
202. 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)
203. 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)
204. “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)
207. 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)
208. 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)
210. 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)
211. 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)
212. 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)
213. 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)
214. 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)
224. 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)
226. 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)
228. 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)
232. Dependabot 版本更新引入了默認包冷卻期 Dependabot version updates introduce default package cooldown (github.blog)
233. 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)
235. 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)
237. 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)
238. 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)
239. 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)
241. 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)
242. 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)
246. 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)
247. 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)
248. “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)
251. 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)
252. 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)
258. 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)
261. 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)
262. 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)
263. 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)
264. 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)
271. 使用 LFortran 和 Enzyme 實現可微分 Fortran Differentiable Fortran with LFortran and Enzyme (docs.pasteurlabs.ai)
272. 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)
281. 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)
284. 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)
285. 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)
286. 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)
288. “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)
289. 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)
291. 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)
296. 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)
297. 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)
299. 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)
300. 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)