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ChatGPT is hiring a dedicated product manager to build experiences for families, caregivers, and older adults, according to a job posting.

Article URL: https://fazamhd.com/mental-models/networking/ Comments URL: https://news.ycombinator.com/item?id=48871470 Points: 179 # Comments: 47

It's unclear how the planet avoided its star's bloated red giant stage.

For the first time since 1995, the Bureau of Land Management is rewriting its grazing regulations.

本週美國網路與基礎設施安全局（CISA）再度更新已遭利用漏洞清單（KEV），加入開放原始碼內容管理系統Joomla!兩款外掛套件的漏洞，分別是：iCagenda的CVE-2026-48939，以及Balbooa Forms的CVE-2026-56291，皆因CVSS嚴重度評分為10分漏洞出現遭到積極利用的活動，所以被列入K

"Our intent was to provide a useful creative tool and to give people control over whether their public content could be referenced in this way," the company said in a blog post. "We've heard the feedback that this feature missed the mark, so it's no longer available."

Reinforcement learning uses error information to adjust control algorithms.

More police and firefighters use drones to catch and deter illegal fireworks.

https://www.science.org/doi/10.1126/science.aei1285 Comments URL: https://news.ycombinator.com/item?id=48866134 Points: 238 # Comments: 82

"Clearly, they admire the work that's being done by SpaceX and are trying to replicate it."

Apple alleges the misconduct was directed by OpenAI's senior leadership, including a longtime former employee.

The Quest shipwreck is in worse shape than expected, but it has turned into a thriving marine ecosystem.

Six years in prison for man who "sold out the very victims he was hired to represent."

Article URL: https://lwn.net/SubscriberLink/1080822/990a8a5e2d379085/ Comments URL: https://news.ycombinator.com/item?id=48864252 Points: 210 # Comments: 215

Article URL: https://www.nyc.gov/mayors-office/news/2026/07/mayor-mamdani-announces-landmark--click-to-cancel--consumer-prot Comments URL: https://news.ycombinator.com/item?id=48864158 Points: 181 # Comments: 2

The children who get a combination shot are some of the most vulnerable.

Open source AI is booming, according to Hugging Face CEO Clem Delangue. The company has grown into something like a GitHub for AI in recent years, where AI builders can share and download open models and datasets, now used by roughly half the Fortune 500. Delangue …

Article URL: https://casp.ac/reports/ai-enabled-terrorism Comments URL: https://news.ycombinator.com/item?id=48863707 Points: 215 # Comments: 185

https://www.nyc.gov/mayors-office/news/2026/07/mayor-mamdani... Comments URL: https://news.ycombinator.com/item?id=48863464 Points: 515 # Comments: 250

Article URL: https://www.zdnet.com/home-and-office/networking/spacex-wants-to-launch-100000-more-starlink-satellites/ Comments URL: https://news.ycombinator.com/item?id=48863064 Points: 211 # Comments: 691

The AI chip boom just produced its biggest Wall Street moment yet. Now SK Hynix and Samsung are being asked to build U.S. factories.

The reality is to make augmented reality glasses, you need to put a camera next to your eyes that is continuously recording everything you see and processing that to put information over it. There is not another way around it. And there's certainly not a chip that can fit in the …

Dozens of titles too taxing for Steam Deck are still unrated for the new hardware.

Article URL: https://vfxblog.com/2017/08/23/the-tech-of-terminator-2-an-oral-history/ Comments URL: https://news.ycombinator.com/item?id=48862365 Points: 216 # Comments: 76

Article URL: https://www.smithsonianmag.com/smart-news/spider-silk-loses-top-spot-natures-strongest-material-snails-teeth-180954346/ Comments URL: https://news.ycombinator.com/item?id=48862252 Points: 210 # Comments: 158

Affected users will have to configure their lights and settings all over again.

The Earth may not be that massive, but it still distorts space-time.

Article URL: https://www.jeffgeerling.com/blog/2026/quadrf-can-spot-drones-and-see-wifi-through-my-wall/ Comments URL: https://news.ycombinator.com/item?id=48861717 Points: 578 # Comments: 192

How migrating Copilot code review to shared Unix-style code exploration tools reduced review cost by reshaping agent workflows around pull request evidence. The post Better tools made Copilot code review worse. Here’s how we actually improved it. appeared first on The GitHu…

Digital Services Act may force Meta to make big changes on its platforms.

Cloudflare has recently introduced temporary accounts that let AI agents deploy Cloudflare Workers immediately, without first creating or authenticating with a permanent account. If left unclaimed, the accounts and their deployments expire automatically after 60 minutes. By Renat…

"Industry finally knows what NASA is asking of them."

Open source AI is booming, according to Hugging Face CEO Clem Delangue. The company has grown into something like a GitHub for AI in recent years, where AI builders can share and download open models and datasets, now used by roughly half the Fortune 500. Delangue …

VW's plan calls for half as many models but didn't mention closures or job cuts.

Bryan Oliver discusses the frontier of AI infrastructure: chaos engineering for large-scale GPU clusters. He shares how engineering leaders can handle complex topologies, network protocols like RDMA, and NUMA misalignments. Discover seven practical fault-injection strategies to m…

Article URL: https://unstack.io/write-code-like-a-human-will-maintain-it Comments URL: https://news.ycombinator.com/item?id=48859701 Points: 331 # Comments: 283

Article URL: https://ianreppel.org/how-successful-companies-go-blind/ Comments URL: https://news.ycombinator.com/item?id=48859678 Points: 217 # Comments: 78

Article URL: https://avi.press/posts/2026-07-10-after-7-years-in-production-scarf-has-reluctantly-moved-away-from-haskell.html Comments URL: https://news.ycombinator.com/item?id=48859673 Points: 190 # Comments: 227

Smart Tiered Cache allows for precise upper tier selection for origins hosted on AWS, GCP, Azure, and Oracle Cloud with customer-provided cloud region hints.

以色列特拉維夫大學（Tel Aviv University）等研究人員揭露一種名為HalluSquatting的新型大型語言模型（LLM）攻擊手法。攻擊者可先找出LLM在查找儲存庫、AI代理技能（skill）等外部資源時容易編造出的錯誤名稱，搶先註冊這些名稱，藉此建立假資源，並植入對抗性提示內容；一旦AI程式開發助理拉取這些假資源，就可能執行攻擊者控制的指令。

OpenAI周四（7/9）宣布升級ChatGPT桌面程式，新版整合原本獨立的Codex程式開發工具，也內建了瀏覽器與電腦操作等功能，並將逐步淘汰去年10月推出的瀏覽器ChatGPT Atlas。根據The Verge的報導，ChatGPT Atlas預計會在8月9日停止運作。

在預覽最新GPT-5.6模型系列近二周後，OpenAI獲得美國政府許可，周五（7/10）宣布將GPT-5.6旗艦模型Sol及Terra、Luna模型全面推上線，包括合作的GitHub與Microsoft 365 Copilot助理。 GPT-5.6號稱能兼顧智能和運作效率，在程式撰寫、知識工作、生命科學及網路安全領域都達到領先（state-of-the-art）等級，在不同領域超越前代模型，或Google Gemini與Anthropic Claude Mythos。OpenAI還新增ultra模式，可運用多個子代理人加速複雜任務的進行。

社交工程手法ClickFix過去常被用於散布竊資軟體與遠端存取木馬，如今也被攻擊者用於金融詐欺。

The Linux Foundation has launched Akrites, a new industry-wide initiative aimed at defending the world's most critical open source software against a rapidly evolving generation of AI-enabled cyber threats. By Craig Risi

Article URL: https://acoup.blog/2026/01/30/collections-the-late-bronze-age-collapse-a-very-brief-introduction/ Comments URL: https://news.ycombinator.com/item?id=48858737 Points: 367 # Comments: 251

"I have been waiting a long time to finally get up there..."

The AC culture wars may be solved by advances in environmentally friendly technology.

AI安全業者Adversa AI於6月30日揭露名為GuardFall的攻擊手法。研究指出，多款開源AI程式開發代理與電腦操作型AI代理在執行Shell命令前，安全檢查主要仰賴原始命令字串比對或阻擋清單，攻擊者可利用Bash等命令列直譯器（Shell）的特性，在實際執行命令前，先展開變數、移除引號並重新解析命令，避開代理程式檢查，讓惡意命令以開發者帳號權限，在開發者主機或CI環境執行。

從4月開始，外號為Nightmare Eclipse的研究人員Chaotic Eclipse陸續披露多個針對Microsoft Defender與Windows內建功能的零時差漏洞，而且是以漏洞利用的概念驗證程式發表，震撼整個資安領域，這些漏洞後續大多都已獲得修補，最近於6月上半揭露的RoguePlanet漏洞CVE-2026-50656

"We are delighted to actively help shape the ramp-up of the Ariane 6."

Article URL: https://ec.europa.eu/commission/presscorner/home/en Comments URL: https://news.ycombinator.com/item?id=48858292 Points: 262 # Comments: 177

Article URL: https://www.gingerbill.org/article/2026/07/10/good-tools-are-invisible/ Comments URL: https://news.ycombinator.com/item?id=48858121 Points: 430 # Comments: 198

隨著AI加速導入各產業與公共服務，

OpenAI周四（7/9）推出ChatGPT Work，將ChatGPT從對話工具擴展為可執行多步驟任務的AI代理人。ChatGPT Work可跨應用程式與檔案蒐集資訊，自主規畫並執行工作流程，定位類似Anthropic的Claude Cowork，主要鎖定企業與知識工作者市場。

GitHub has made the redesigned GitHub Copilot CLI terminal interface generally available. It adds a tabbed layout for sessions, gists, issues, and pull requests; an in-session, form-driven setup for MCP servers, skills, and plugins that avoids hand-editing config files; and a cle…

Adding cloud regions changes latency and cost in ways simple math can't capture. This article presents a framework from multiple launches: decompose your latency budget before committing to infrastructure, choose deployment patterns by consistency and traffic profile, and optimiz…

In this podcast Shane Hastie, Lead Editor for Culture & Methods spoke to Gabriela Moreira about making formal methods accessible through the Quint specification language, how AI is dramatically lowering the barrier to entry for formal specification and model-based testing, and wh…

Article URL: http://yummymelon.com/devnull/in-emacs-everything-looks-like-a-service.html Comments URL: https://news.ycombinator.com/item?id=48857230 Points: 240 # Comments: 102

GitHub前執行長Thomas Dohmke的新創公司Entire，推出分散式Git託管網路，讓使用者可將GitHub上的公開或私有程式碼儲存庫，鏡像到Entire位於不同區域的節點。AI程式代理不必都向原本的GitHub儲存庫大量讀取資料，而可從較近的Entire節點下載程式碼與拉取更新，降低原始儲存庫在高並行存取下的負載。

隨著AI模型加入安全護欄，已減少提示注入攻擊的可能性。但研究人員發展出新提示注入手法，將攻擊行為拆成一組工作流（workflow），成功讓GitHub Copilot撰寫出惡意程式碼。 研究人員Abhishek Kumar與Carsten Maple將其手法稱為工作流層級越獄建構（workflow-level jailbreak construction）。這種攻擊法是將一個惡意攻擊指令，切成看似一般軟體開發流程的多個階段，這些階段一旦組合起來，就能對GitHub Copilot起作用，按研究人員意思撰寫攻擊程式碼。