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Cursor Cloud Agents can now run in Vercel Sandbox instead of Cursor's hosted machines. Cursor manages the agent harness and inference loop. Its Self-Hosted Machines APIs let you supply the execution environment where agents clone repositories, edit files, and run commands and tests. Self-Hosted Machines requires a Cursor Enterprise plan. Vercel Sandbox provides that execution environment as an isolated Firecracker microVM for each agent request. Vercel Functions and Vercel Workflow form a durabl

Article URL: https://chatgpt.com/ Comments URL: https://news.ycombinator.com/item?id=49550614 Points: 362 # Comments: 318

But investors hear CRM giant is now in 'refinement mode,' picking models more carefully

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<p>More than a billion people are suddenly talking to AI chatbots designed to connect with us. We are sharing with them our deepest secrets, trusting them with our wellbeing and acting on their advice. Across two powerful stories – a woman who was struggling to leave a relationship, and a man who was desperate to quit drinking – the Guardian journalist Michael Safi explores what this new way of living looks like</p> <a href="https://www.theguardian.com/technology/audio/2026/sep/03/black-box-the-

The review pass fixed a row count and approved two wrong conclusions.

Enterprise Document Intelligence [Vol.1 #B4] - A diagnostic and five composable operations, not a decision tree The post Tables in PDFs for RAG: Don’t Flatten the Grid appeared first on Towards Data Science .

In this special live recording from the International Congress of Mathematicians in Philadelphia, July 2026, the central question discussed was what do mathematicians really value about doing mathematics in the first place? The post Live from ICM 2026: What Is Math For in the Age of AI? first appeared on Quanta Magazine

<p>Why are AI chatbots pulling so many people down a rabbit hole? Our answer starts with the world’s first-ever chatbot, the strange effect it had on people and the ‘time bomb’ that exploded when ChatGPT was released four years ago. The result is a strange experiment we are all living through – whether we know it or not</p><p>Studies and surveys cited in this episode:</p><p>Amelia Miller’s <a href="https://www.ameliagmiller.com/_files/ugd/3e944e_6baa14fecafe42bba92fefe89f4fc6b8.pdf">interviews w

Sarah Demers, chair of the physics department at Yale University, sees the potential for large language models to both help and harm her field. The post In an Age of AI, a Physicist Seeks What Endures first appeared on Quanta Magazine

<p> The malleable OS for the age of agents </p> <p> <a href="https://www.producthunt.com/products/omarchy-3?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1240461?app_id=339">Link</a> </p>

<div class="hs-featured-image-wrapper"> <a href="https://www.marketingaiinstitute.com/blog/ai-readiness-maicon-2026" title="" class="hs-featured-image-link"> <img src="https://www.marketingaiinstitute.com/hubfs/Attendee%20Series%202%20%281%29.png" alt="Six AI-Readiness Questions for Marketing Leaders to Ask" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"> </a> </div> <p style="font-weight: bold;">Organizations are eager to dive into AI,

<p> Ship on both stores from one project using Swift + Kotlin </p> <p> <a href="https://www.producthunt.com/products/modaal-ai-agent-for-ios-android-native?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1240456?app_id=339">Link</a> </p>

Article URL: https://status.claude.com/incidents/461yvfrzpwtt Comments URL: https://news.ycombinator.com/item?id=49549676 Points: 205 # Comments: 151

Claude Code recently got a new plugin /design that lets you craft designs right in Claude Code. I’ve described the entire process of… Continue reading on UX Planet »

OpenAI introduces Daybreak for Frontline Defenders. A $1 billion commitment expands access to frontier cyber AI, training, and support for essential services.

<p>Department store chain’s Gift List ‘vodcast’ will be hosted by TV presenter Angela Scanlon</p><ul><li><p><a href="https://www.theguardian.com/business/live/2026/sep/03/uk-mortgage-rates-set-to-rise-bond-sell-off-borrowing-costs-latest-news-updates">Business live – latest updates</a></p></li></ul><p>John Lewis is launching an online chatshow and social media studio to help make itself and its products more visible to chatbots and more prominent in AI search results.</p><p>The department store

GPU giant pledges to keep the model hub open to the entire AI ecosystem

September is here with 28 more games streaming on GeForce NOW this month, led by a slam dunk: NBA 2K27 with the NVIDIA DLSS 5 3D-Guided Neural Rendering feature. Through NVIDIA’s close collaboration with Visual Concepts and 2K, DLSS 5 brings a new level of lifelike lighting and material detail to the court — tuned […]

<div class="hs-featured-image-wrapper"> <a href="https://www.marketingaiinstitute.com/blog/best-books-on-ai-2026" title="" class="hs-featured-image-link"> <img src="https://www.marketingaiinstitute.com/hubfs/Best%20Books%20%281%29.png" alt="The Very Best Books on AI in 2026" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"> </a> </div> <p><span><span style="font-weight: bold;">In the summer of 2023, we created a Very Best Books on AI List.

At IFA 2026, Nvidia and its partners showed off the first RTX Spark-powered laptops and mini PCs, designed to run AI models right on your computer.

The long-rumored deal will give the chip giant access to—and help it promote—a huge repository of open-source AI models and data sets.

I built a prompt dependency graph that separates everything a component can reach from the smaller set that actually needs targeted evaluation. The post Changing One Prompt Can Affect 50 Others — I Built a Prompt Dependency Graph to Find What Needs Retesting appeared first on Towards Data Science .

This article is brought to you by Tsubaki KabelSchlepp . In modern automated manufacturing, six-axis articulated robots perform high-speed, multidirectional maneuvers under demanding operational cycles. However, as robot arms swivel, rotate, and extend, the electrical cables, fiber optics, and pneumatic hoses supplying them endure severe mechanical stress. Torsional twist, rapid acceleration, and repeated contact with machine structures often lead to premature conductor fatigue, insulation break

https://blogs.nvidia.com/blog/nvidia-to-acquire-hugging-face... Comments URL: https://news.ycombinator.com/item?id=49548952 Points: 323 # Comments: 103

In this article, you will learn the key differences between single-agent and multi-agent AI systems, and how to decide which architecture fits your problem. Topics...

A curated, linear pipeline of high-signal free resources that takes you from backpropagation basics to deploying production-grade LLM applications.

On a good day, the rock quarry in central Texas is about 370,000 kilometers (230,000 miles) from the moon. But last February, when Rishi Jangale watched his 1.8-meter-wide, 150-kilogram inflatable robot roll effortlessly over rocks, gravel, and wet clay, his imagination turned the quarry into the lunar surface instead. Jangale is an upbeat mechanical engineer nearing the end of his Ph.D. at Texas A&M University, in College Station, Texas. He and his labmates have been working on this big tan “Ro

Using GPT-6 Astra, Playco built three themed game prototypes from one grey box foundation and reported 50% fewer manual fixes than with the previous model.

Legora used GPT-6 Astra to review 41 documents in minutes, find all four planted errors, and improve performance by nearly 40% in this financial-review workflow.

I’m excited to announce that NVIDIA has agreed to acquire Hugging Face for $12,930,300,000. Together, we will scale Hugging Face’s platform, strengthen its infrastructure and expand access to AI for developers and institutions worldwide. Over the past decade, Clem, Julien, Thomas and the team at Hugging Face have built something remarkable: a vibrant home for […]

A practical framework for reducing uncertainty before agents accelerate implementation The post How to Solve the Right Problem in the Age of Agentic AI appeared first on Towards Data Science .

Restaurant menus with AI-generated food images are going viral for their off-putting aesthetic. But AI’s impact on modern menus runs even deeper.

Introducing GPT-6 Astra, our most intelligent and aligned model yet, with state-of-the-art capabilities across computer use, coding, cybersecurity, and science.

Article URL: https://www.getfemail.com Comments URL: https://news.ycombinator.com/item?id=49548428 Points: 1 # Comments: 0

I built this because I know the pain of trying to explain a component or a micro-interaction to an AI agent or a colleague, and seeing them not understand it. Now I just look up the canonical name of the thing I am thinking of, and send a link of it. I planned the site to be buildable with parallel agents from the start. The site includes more than 1100 terms, and every page includes a live demo. It would be an enormous effort to do that by hand. The live demos act both as a user attraction, and

<p> Multiplayer work with AI, teammates, and friends </p> <p> <a href="https://www.producthunt.com/products/inline-5?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1240322?app_id=339">Link</a> </p>

In early August, GitGuardian researchers found that a recent Shai-Hulud infostealer worm variant had evolved to scan for credentials across 469 locations across developer environments, Continuous Integration/Continuous Deployment (CI/CD) tooling, cloud configurations, and even AI tool configs. Earlier variants of the infostealer worm only checked 189 paths. The jump says a lot. Attackers have

Article URL: https://github.com/hankwangtw/chronicle-quota-check Comments URL: https://news.ycombinator.com/item?id=49548048 Points: 1 # Comments: 0