1. Tell HN: 不要將人工智能研究的知識產權託付給Bigco的人工智能代理 don''t trust Bigco AI agents with AI research IP (news.ycombinator.com)
3. 想到一個關於Rust編輯器的點子,其中包含一個用於學習的簡單Vim模式 Had an idea for a Rust editor with simple Vim mode for learning (github.com)
5. 7月4日,達美航空一架航班在米德韋機場降落時被煙花擊中 Delta flight hit by firework while landing at Midway Airport on Fourth of July (www.nbcchicago.com)
6. 我所知道的第一位在定點打擊中遇害的程序員是海薩姆 The first programmer I know who was murdered in a targeted strike was Haitham (www.lrb.co.uk)
7. DNSGlobe——一款用於觀察DNS在全球範圍內傳播的Rust TUI工具 DNSGlobe – Rust TUI to watch DNS propagate around the world (github.com)
9. CoCom法規與氣球及立方衛星用的GPS接收機 CoCom regulations and GPS receivers for balloons and cubesats (space.stackexchange.com)
10. Show HN: Homegames。一個我開發了8年的開源遊戲平臺 Homegames. An open-source game platform I''ve been making for 8 years (homegames.io)
11. Go 語言中的零拷貝:sendfile、splice 以及 io.Copy 的開銷 Zero-copy in Go: sendfile, splice, and the cost of io.Copy (segflow.github.io)
16. 《地牢證明爬行者》:學習如何使用RPG編寫證明 Dungeon Proof Crawler: learn how to write proofs with RPG (dhilst.github.io)
19. Show HN: 一款用於查找域名中暴露文件的OSINT工具 Osint tool that finds exposed files on domains (search.cerast-intelligence.com)
23. Tripadvisor的AI摘要對危險酒店給予了極高的評價 Tripadvisor AI summaries give glowing reviews to dangerous hotels (www.euronews.com)
26. 吉姆·凱勒的初創公司正在建設一座工廠,用於批量生產小型芯片製造廠 Jim Keller''s startup is building a factory to mass-produce small chip fabs (www.tomshardware.com)
28. “Baby Paint”先生與偶然發現的一種新型細胞自動機 Mr. Baby Paint and accidentally discovering a new cellular automata (tekstien-marginaalien-keskus.aalto.fi)
32. 達特茅斯大學的一門課程中,新型AI輔導系統實現了0.71-1.30個標準差的效果量 [pdf] New AI tutor achieves 0.71-1.30 SD effect size in Dartmouth course [pdf] (intextbooks.science.uu.nl)
38. 優化一種設計上就是二次時間複雜度的算法 Optimizing an Algorithm That''s Quadratic by Design (whatchord.earthmanmuons.com)
39. 埋藏學分析揭示了弗洛雷斯人(Homo floresiensis)的行為與技術能力 Taphonomic analysis reveals behavioral & tech capabilities of Homo floresiensis (www.science.org)
40. 過去,搬回父母家曾被視為失敗的標誌。如今,這卻體現了理財智慧。 Moving Back Home Used to Be a Sign of Failure. Now It Shows Financial Savvy (www.wsj.com)
42. 左翼陣營中生育率下降是美國出生率下滑的主要驅動因素 Falling fertility on the left as key driver of US birth decline (www.nature.com)
44. 馬克·扎克伯格告訴員工,人工智能代理的發展還不夠成熟 Mark Zuckerberg tells staff that AI agents haven''t progressed enough (techcrunch.com)
46. 這並不是實體遊戲與數字遊戲的對立,而是關於所有權的問題 It''s not about physical vs. digital games, it''s about ownership (popcar.bearblog.dev)
47. 博客大崩盤:100個成功的博客發生了什麼? The Great Blogging Collapse: What Happened to 100 Successful Blogs? (danielstanica.com)
49. 這款自動飛行傘能跟隨用戶,併為其遮擋雨水和陽光 Autonomous flying umbrella follows and shields users from rain and sunlight (www.designboom.com)
50. 為什麼 DMARC 的新“NP”標記在啟用 DNSSEC 時可能會失敗 Why DMARC''s new "NP" tag can fail with DNSSEC (dmarcwise.io)
52. 在瑞士成功試運行後,太陽能列車有望在歐洲普及 Solar rail could become common in Europe after successful trial in Switzerland (www.euronews.com)
54. 在 DEC Alpha 上運行 Windows 2000,使用新的 es40 分支 Run Windows 2000 on a DEC Alpha with a new es40 fork (raymii.org)
56. 西班牙的地籍API自2003年起採用SOAP協議,因此我開發了一個JSON封裝庫(MCP) Spain''s cadastre API is SOAP from 2003, so I built a JSON wrapper (MCP) (prediohq.com)
59. Trellis AI(YC W24)正在招聘一名產品負責人,負責開發用於改善醫療服務可及性的智能代理 Trellis AI (YC W24) hiring a product lead to build agents for healthcare access (www.ycombinator.com)
68. 因發佈查理·柯克相關帖子而受到處分的教育工作者正獲得鉅額賠償 Educators disciplined over Charlie Kirk posts are securing big payouts (www.nbcnews.com)
71. Show HN: 我訓練了一個語言模型,它認為日本的首都就是巴黎 I trained a language model that thinks the capital of Japan is Paris (hamiltonianresearch.xyz)
76. 因對Rust治理機制失去信任而重返Zig Returning to Zig after losing trust in Rust''s governance (gracefulliberty.com)
78. 由於人工智能無法達到質量檢查標準,福特重新聘用人類工程師 Ford rehires human engineers after AI fails to match quality checks (www.bbc.com)
80. 曾負責清理太空廁所的科學家,如今正領導火星探索工作 Scientist who cleaned space toilet on work now leading Mars exploration (www.bbc.com)
91. sqlite-utils 4.0rc2,主要由 Claude Fable 編寫(約 149.25) sqlite-utils 4.0rc2, mostly written by Claude Fable (for about 149.25) (simonwillison.net)
95. Beeg 浮點數庫,是 Fabrice Bellard 的 libbf 庫的 Rust 移植版 Beeg float library, a Rust port of Fabrice Bellard''s libbf (github.com)
97. 利用超聲波“讀取”思維:一種更微創的大腦意圖檢測技術(2021) Reading Minds with Ultrasound: Less-Invasive Technique for Brain''s Intentions (2021) (www.caltech.edu)
99. Shadcn/UI 現在默認使用 Base UI 而不是 Radix Shadcn/UI now defaults to Base UI instead of Radix (ui.shadcn.com)
104. 現金運輸行業中的“先發制人式取款”與“先發制人式抓取” The Preemptive Draw and Preemptive Grip in the Cash-in-Transit Sector (gutsgatesguards.wordpress.com)
105. 總統赦免了9名因“修理汽車”而違反《清潔空氣法》的人員 President pardons 9 for Clean Air violations for ''fixing their car'' (www.msn.com)
106. Backon – Python 重試(零依賴、斷路器、原生異步) Backon – Python retry (zero deps, circuit breaker, async native) (github.com)
109. 打破紀錄的單人划船選手凱爾西·普芬德勒抵達夏威夷 Record-breaking solo rower Kelsey Pfendler arrives in Hawaii (www.hawaiinewsnow.com)
112. 牛津大學比阿茲特克帝國更古老,以及其他歷史事實 University of Oxford Is Older Than the Aztec Empire and Other Facts of History (www.smithsonianmag.com)
113. 裸蓋菇素在難治性重度抑鬱症治療中的療效與安全性 Efficacy and Safety of Psilocybin in Treatment-Resistant Major Depression (jamanetwork.com)
114. 原子力顯微鏡高速視頻、不鏽鋼蝕刻、細菌等 Atomic Force Microscope high-speed video, stainless etching, bacteria, and more (www.youtube.com)
120. 雞蛋攝入量與阿爾茨海默病呈負相關 Egg consumption inversely correlated with Alzheimer''s (pubmed.ncbi.nlm.nih.gov)
121. “尼日利亞王子”騙局捲土重來:警惕讀書俱樂部和書評詐騙 Return of the Nigerian Prince Redux: Beware Book Club and Book Review Scams (writerbeware.blog)
123. CloudsLinker:在50種雲服務之間傳輸和同步文件 CloudsLinker: Move and sync files across 50 cloud services (app.cloudslinker.com)
125. 水母能在幾分鐘內治癒傷口。科學家們想揭開其中的奧秘 Jellyfish can heal wounds in minutes. Scientists want their secrets (www.mbl.edu)
126. 我用Rust用AI構建的PHP引擎通過了17%的PHP-src測試,並能渲染WordPress My AI-built PHP engine in Rust passes 17% of PHP-src tests, renders WordPress (ekinertac.com)
127. 實驗室機器人學的啟發式方法及其未來發展方向 Heuristics for lab robotics, and where its future may go (www.owlposting.com)
128. 在美國宇航局(NASA)的潔淨室中發現了一種新細菌物種 New bacterial species discovered in NASA''s cleanrooms (www.nature.com)
129. 你能用不到500字節的代碼繪製出一幅能讓人一眼認出的世界地圖嗎? Can you build a recognizable World Map in under 500 bytes? (www.experimentlog.com)
130. 協議分析:AirDrop 和 Quick Share 中的漏洞研究 Protocol Prying: Vulnerability Research in AirDrop and Quick Share (arxiv.org)
131. GPT-5.5 Codex 的推理令牌聚類可能導致性能下降 GPT-5.5 Codex reasoning-token clustering may be leading to degraded performance (github.com)
137. 威克洛一家酒店取消了彼得·蒂爾組織的“神秘”團體會議 Wicklow hotel cancels ''secretive'' Peter Thiel group conference (www.irishtimes.com)
138. 《命令與征服:將軍》利用 Fable 原生移植到 macOS、iPhone 和 iPad 上 Command and Conquer Generals natively ported to macOS, iPhone, iPad using Fable (github.com)
139. Zig:所有包管理功能已從編譯器轉移至構建系統 Zig: All Package Management Functionality Moved from Compiler to Build System (ziglang.org)
140. 歐盟似乎認為,抵消數據中心的排放比抵消遊說者的影響要容易得多 EU appears to find datacenter emissions easier to offset than lobbyists (www.theregister.com)
143. 隨著西雅圖市中心辦公樓逐漸空置,該市將面臨數年“殭屍”大樓的困境 As downtown Seattle offices empty, city facing years of ''zombie'' towers (www.seattletimes.com)
148. 繞地球運行的微弱信號衛星數量不應超過100 000顆 No more than 100 000 faint satellites should orbit Earth (www.eso.org)
149. BareMetal RAM Dumper – 用於冷啟動攻擊實驗的裸機 x86 工具 BareMetal RAM Dumper – Bare-metal x86 tool for Cold Boot Attack experiments (github.com)
151. 谷歌圖書(或類似平臺)上的所有圖書掃描件——懸賞20萬美元 Google Books (or similar) all book scans – 200k bounty (software.annas-archive.gl)
152. Meta數據中心因汙染供水而被暫停排水 Meta data center water discharges suspended for contaminating water supply (www.tomshardware.com)
153. 用於交互式和可微分照明的神經渲染代理 Neural Render Proxies for Interactive and Differentiable Lighting (studios.disneyresearch.com)
154. 芬蘭最後一批模擬固定電話在運行150年後停止服務 Finland''s last analogue landline phones go silent after 150 years (www.euronews.com)
159. Windows CE Dreamcast 社區版 (wince-dc) Windows CE Dreamcast Community Edition (wince-dc) (github.com)
161. 加利福尼亞州禁止使用“最佳銷售日期”標籤,希望以此減少食物浪費 California Bans ''Sell by'' Labels, Hoping to Cut Food Waste (www.nytimes.com)
164. 我在 TailwindCSS 配置文件中發現了一個隱藏的惡意軟件 I found a malware hiding in my TailwindCSS config file (infosecwriteups.com)
165. 普通人是否明白,所有光盤介質最終也會損壞? Does average person understand that all disc media dies too? (news.ycombinator.com)
166. “人人生而平等”:美國已經背離了其價值觀。是時候迴歸正軌了。 ''All men are created equal'': America has lost its values. It''s time to go back (www.theguardian.com)
167. 一塊火星岩石中含有大量碳,原因尚不明確 A martian rock has lots of carbon on it, and it''s not clear why (arstechnica.com)
169. 工作區實例或用戶賬戶之間可能存在會話/緩存洩漏 Potential session/cache leakage between workspace instances or consumer accounts (github.com)
170. 打破鳥類溝通障礙:科學家破譯斑馬雀語言 Breaking the Bird Barrier: Scientist Decodes Zebra Finch Language (www.freepressjournal.in)
171. Show HN: Foundation:軟件與人工智能的全新視角 Foundation, a different approach to software and AI (github.com)
172. Linux 系統中 htop/top 界面中所有內容的說明 Explanation of everything you can see in htop/top on Linux (peteris.rocks)
174. Vespa 80週年:為何這款意大利踏板車依然是兩輪車中最酷的車型 The Vespa at 80: Why the Italian scooter remains the coolest thing on 2 wheels (www.cbc.ca)
175. 一艘船重走1588年西班牙無敵艦隊水手們的航線 Ship traces journey Spanish Armada sailors made in 1588 (www.irishtimes.com)
176. 揭開非洲能源轉型中“殭屍能源系統”的真相 Unearthing the Reality of "Zombie Energy Systems" in Africa''s Energy Transition (www.catf.us)
177. 天體物理學家對韋伯望遠鏡揭示的新宇宙感到困惑 Astrophysicists Puzzle over Webb''s New Universe (www.quantamagazine.org)
178. “掃描線清掃器”:一種字符渲染算法 [pdf] The Scanline Sweeper: A Glyph Rendering Algorithm [pdf] (rookandpossum.com)
179. 存儲在 S3 上 Parquet 格式的 Postgres 數據:LTAP 架構解析 Postgres data stored in Parquet on S3: LTAP architecture explained (www.databricks.com)
181. Show HN: 利用對比式語言-音頻預訓練技術對機械故障進行分類 Classify mechanical faults using Contrastive Language-Audio Pretraining (github.com)
184. 彭博終端界面醜陋且操作笨拙——但大家依然在用它 Bloomberg Terminal Is Ugly and Clunky–Everyone Still Uses It (oztalking.com)
190. 使用 Ruby 對 Codemasters 的 BIGF 存檔格式進行逆向工程 Reverse-engineering Codemasters'' BIGF archive format in Ruby (davidslv.uk)
192. Show HN: 一個靜態類型、跨平臺且易於初始化的構建系統 A statically typed, cross-platform, easily bootstrappable build system (github.com)
193. 面向開發者的 CueBench 正式上線:評估你驅動編碼代理的水平 CueBench for Developers is live: score how well you drive coding agents (app.cuebench.dev)
195. MSI Center——如何在幾秒鐘內獲得SYSTEM權限 MSI Center – How to gain SYSTEM privileges in seconds (mrbruh.com)
204. Steam控制器自動充電——通過恆壓(CV)模式將控制器與磁吸充電底座連接的試點項目 Steam Controller Auto-Charge – pilot to magnetic charging puck using CV (github.com)
205. 在小型語言模型中,色散損失可抵消嵌入凝結效應 Dispersion loss counteracts embedding condensation in small language models (chenliu-1996.github.io)
206. GitFut——將您的 GitHub 數據轉化為世界盃風格的球員卡 GitFut – Your GitHub stats turned into a World-Cup-style player card (gitfut.com)
209. Archivegenocide.com 網站上的 64k 段視頻顯示了以色列實施種族滅絕的證據 Archivegenocide.com 64k videos show evidence of Israeli genocide (archivegenocide.com)
210. 在 AMD MI355X 上運行的 GLM5.2,每節點吞吐量達 2626 tok/s,成本僅為 Blackwell 的不到一半 GLM5.2 on AMD MI355X at 2626 tok/s/node at over 2x lower cost than Blackwell (www.wafer.ai)
213. 將權限從 Firefox 提升至 Android 系統級權限 Elevating Privileges from Firefox to Android Root (rootme.nebusec.ai)
214. 如何從 Proxmox VE 8 遷移到 9:分步指南 (2026) How to migrate from Proxmox VE 8 to 9: step-by-step guide (2026) (lucasaguiar.xyz)
218. 在Claude Mythos預覽版發佈前後,新發現的嚴重漏洞數量激增 New serious vulnerabilities spiked around release of Claude Mythos Preview (epoch.ai)
221. Show HN: 使用 Fable(復古像素風格)更新了我的登陸頁 Updated my landing page with Fable (retro pixel style) (www.tryguildly.com)
222. “人工智能優先”:聯邦政府如何將人工智能置於人類和地球之上 AI First: How the Federal Government Is Prioritizing AI over People and Planet (stopgreedbuildgreen.climateandcommunity.org)
226. Infracost(YC W21)正在招聘一名市場營銷主管,以推動FinOps左移 Infracost (YC W21) Is Hiring a Marketing Lead to Shift FinOps Left (www.ycombinator.com)
229. Kagi 更新日誌(7月2日):正面、反面以及 AI 開關 Kagi Changelog (July 2): Heads, tails, and an AI toggle (kagi.com)
233. HammerDB v6.0 的響應時間、百分位數和水庫採樣 HammerDB v6.0 Response Times, Percentiles and Reservoir Sampling (www.hammerdb.com)
236. MJ·拉斯本案:一個自主AI機器人如何對一名人類程序員實施網絡欺凌 The MJ Rathbun case: How an autonomous AI bot cyberbullied a human programmer (chatgptdesactualizado.blogspot.com)
237. 加利福尼亞州的一位農民正在免費分發大量他無法出售的油桃 A Cali. farmer is giving away tons of nectarines that he''s not allowed to sell (apnews.com)
239. 與其說是刻薄,不如說是粗魯:對利奧·羅布森的專訪 Closer to Rude Than Snide: An Interview with Leo Robson (www.theideasletter.org)
240. 與其禁止使用人工智能,我不如和學生們簽訂了一份課堂協議 Instead of banning AI, I made a classroom contract with my students (www.science.org)
242. 在我的“粉筆課”上,我不被允許向ChatGPT下達指令:這是歧視 I Wasn''t Allowed Prompting ChatGPT During My Chalk Talk: This Is Discrimination (inpreparation.substack.com)
243. 人工智能能為您節省約3%的工作時間,但其中幾乎沒有任何部分能轉化為收益 AI saves about 3% of your hours, and almost none of it reaches the money (okaneland.com)
244. Show HN: Mcpsnoop – 面向 MCP 的 Wireshark(透明代理和實時 TUI) Mcpsnoop – Wireshark for MCP (transparent proxy and live TUI) (github.com)
246. 美國居民對數據中心被“強行塞給我們”感到憤怒,正在發起罷免官員的行動 US residents angry datacenters ''shoved down our throats'' are recalling officials (www.theguardian.com)
247. 通過將代碼轉換為圖像並由模型進行OCR識別,將《Fable》的開發成本降低了60% 60% Fable cost cut by converting code to images and having the model OCR it (github.com)
249. Maxis的生平與時代(上):SimEverything The Life and Times of Maxis, Part 1: SimEverything (www.filfre.net)
250. 我父親曾參與構建北美燕麥供應鏈:它還能重現昔日輝煌嗎? My Dad Helped Build North America''s Oat Supply Chain: Can It Be Remade? (ambrook.com)
253. 1926年的美國:一份被遺忘的百年報告如何揭示我們的本質 America, 1926: What a Forgotten 100-Year-Old Report Says About Who We Are (www.derekthompson.org)
255. Show HN: TaskPeace——一個任務隊列,我的AI編程代理通過MCP從中提取工作 TaskPeace – a task queue my AI coding agents pull work from over MCP (taskpeace.com)
256. 持久內存的三層架構解析:ContextNest、Mem0 和 Zep 的對比 Anatomy of Persistent Memory''s 3 Layers: Comparing ContextNest, Mem0 and Zep (promptowl.ai)
259. 它還是無法勝任我的工作:四年來的目標不斷變幻(2022–2026) It Still Can''t Do My Job: Four Years of Moving Goalposts (2022–2026) (publicznyprofil.github.io)
261. “程序即權重”:一種用於模糊函數的編程範式 Program-as-Weights: A Programming Paradigm for Fuzzy Functions (arxiv.org)
262. 黑客為公司剷雪,作為回報獲得了網絡管理員權限 Hackers shoveled snow for company, were rewarded with network admin access (www.theregister.com)
264. Show HN: OM Core——無需電子表格單元格公式即可構建多維模型 OM Core – multidimensional models without spreadsheet cell formulas (github.com)
265. Gemini Code Assist 將於 7 月 17 日停止服務 Gemini Code Assist will be shut down on July 17 (docs.cloud.google.com)
266. 或許是永別了:我為何要離開開發者關係部門 Goodebye Forever Probably: Why I''m leaving developer relations (whitep4nth3r.com)
267. Valve 開源了 Steam Machine 的電子墨水屏,讓你可以自己動手製作 Valve open source the Steam Machine e-ink screen so you can make your own (www.gamingonlinux.com)
268. PostgreSQL 與 OOM Killer:為何必須使用嚴格的內存超額分配 PostgreSQL and the OOM Killer: Why You Must Use Strict Memory Overcommit (www.ubicloud.com)
271. 亞馬遜擁有足夠的衛星,可以推出其“星鏈”的競爭對手 Amazon has enough satellites to launch its Starlink competitor (www.theverge.com)
272. 人工智能數據中心的用水量超過了大多數科技巨頭所報告的水平 AI Data Centers Use More Water Than Most Tech Giants Report (www.wsj.com)
273. 埃德·齊特龍在CNBC上表示:生成式人工智能行不通,科技巨頭已無超高速增長的思路 Ed Zitron on CNBC: GenAI Doesn''t Work, and Big Tech Is Out of Hypergrowth Ideas (www.youtube.com)
275. Dalus(YC W25)正在德國招聘一名高級軟件工程師 Dalus (YC W25) Is Hiring a Senior Software Engineer in Germany (www.ycombinator.com)
278. Wordgard:由 ProseMirror 創建者推出的全新瀏覽器內富文本編輯器 Wordgard: The new in-browser rich-text editor from the creator of ProseMirror (wordgard.net)
281. 消息人士稱,阿里巴巴將因涉嫌後門風險而在工作場所禁止使用Claude Code Alibaba to ban Claude Code in workplace over alleged backdoor risks, source says (www.reuters.com)
283. 人工智能“並不聰明”,那麼人工智能的下一步發展方向是什麼? AI is ''not smart'' so what''s next in artificial intelligence? (www.bbc.com)
284. 與一位視障客戶合作如何揭示了隱形的無障礙缺陷 How working with a blind client revealed invisible accessibility gaps (iinteractive.com)
286. Ask HN: 有沒有人在嘗試用大語言模型(LLM)進行編程的不同方法? Is anyone experimenting with different ways of using LLMs for coding? (news.ycombinator.com)
287. 身著潛水服、能夠潛水並在陸地和水中活動的仿生昆蟲 Underwater Suit-Wearing Cyborg Insect Capable of Diving and Terra-Aqua Travel (www.nature.com)
290. 牛仔、拓荒者、定居者、小鎮居民、城市居民 Cowboys, Frontiersmen, Settlers, Townspeople, Cityfolk (huntersoftwareconsulting.com)
291. Wasmer:基於 WebAssembly 的快速、安全、輕量級容器 Wasmer: Fast, secure, lightweight containers based on WebAssembly (wasmer.io)
292. 嵌入速度提升14倍:我們如何在Manticore中重構ONNX路徑 14 faster embeddings: how we rebuilt the ONNX path in Manticore (manticoresearch.com)
293. “自由市場”的謊言:為什麼瑞士有25 Gbit的互聯網,而美國卻沒有 The Free Market Lie: Why Switzerland Has 25 Gbit Internet and America Doesn''t (stefan.schueller.net)
294. iPhone是避孕手段嗎?來自AT&T 2007-2011年壟斷期的因果證據 [pdf] Is the iPhone birth control? Causal evidence from AT&T''s 2007-2011 monopoly [pdf] (www.nber.org)
295. 使用 Macvdmtool 在 Apple Silicon Mac 上執行 DFU 恢復 (2021) Perform DFU Restores on Apple Silicon Macs with Macvdmtool (2021) (www.bkurtz.io)
299. Show HN: Gitstock——將您的 GitHub 提交記錄轉換為 K 線圖和動畫 Gitstock–Transform you GitHub commit history into K-line and animations (gitstock.org)
300. “人工智能引發的就業末日?”——高盛報告 [pdf] "An AI Job Apocalypse?" – Goldman Sachs Report [pdf] (www.goldmansachs.com)