Dream is grounded in real physics and construction standards. Just as LLMs learn from text, Dream's world model is trained on more than 100 million square feet of building data gathered from permit archives across the United States.
SuperMe is a network of AI profiles built from the knowledge of real-life experts. When you ask a question, the platform determines which experts are best suited to answer and creates a group chat with their AI profiles.
NVIDIA Nemotron 3.5 Super VL is a 120B-parameter mixture-of-experts model that pairs reasoning and tool use with multimodal understanding. This post explores its architecture and use cases, then shows how to deploy it on Amazon EKS, EKS Auto Mode, and Amazon SageMaker HyperPod EKS with NVIDIA Dynamo and vLLM.
Over the last year we’ve been sharing our work leveraging large language models to catch bugs on the fly — a novel approach we call Catching Just-in-Time Tests (JiTTests). Now, we’re sharing the results and positive impact we’ve seen with Catching JiTTests deployed into production. Our paper, “Just-in-Time Catching Test Generation at Meta,” fully details [...] Read More... The post Catching Bugs Before They Land: JiTTesting’s Human-on-the-Loop Approach at Full Scale appeared first on Engineering
To anyone listening closely to what Microsoft CEO Satya Nadella has been saying over the past couple of years, this week felt like the clearest sign yet that AI is about to fundamentally change the size of Microsoft's workforce. Microsoft is now offering voluntary buyouts to around 60,000 employees across the US, UK, Canada, and […]
A flaw in the Linux kernel's TCP code, tracked as CVE-2026-98432, affects Ubuntu, Red Hat Enterprise Linux (RHEL), and other Linux distributions. The kernel's own CVE team rates it 9.8 out of 10 on the CVSS scale. Anthropic said on October 27 that its AI model wrote an exploit that uses the flaw to let a remote attacker with no credentials run commands as root on Linux servers with a
Hi HN, we're Ahnaf and Seungmin from Simantic ( https://simantic.com ). We are building the simulation layer that lets engineers and AI agents test and validate firmware without hardware. Before Simantic, we were ex-firmware engineers at companies like Neuralink and Tesla. We’ve worked on some of the coolest projects, like the Cybertruck and Roadster, back when they were still early prototypes. We started working on firmware back when ChatGPT didn’t exist yet, but over the years, we saw how much
Article URL: https://santurcesoftware.com/mcp-tools-should-disclose-llm-and-api-calls Comments URL: https://news.ycombinator.com/item?id=50290905 Points: 1 # Comments: 0
The bank’s message follows a trend among financial institutions that are restricting third-party AI agent access.
Big Red says AI units will add to subscriptions, as it juggles $90BN-plus capex, mounting debt and a $225BN revenue goal for 2030
Why traditional retrieval metrics miss meaningful similarities The post When Labels Say No, But Embeddings Say Yes appeared first on Towards Data Science .
Mistral has released the weights for Large 4, aka "Le Chonk," a trillion-parameter model trained entirely in Europe. Mistral says it beats its open rivals at coding, and independent testing shows it's fast and fairly cheap. It still can't match China's top models, scoring 26 points to the 32 posted by DeepSeek V4.1 Flash and GLM-5.3. The article Paris-based Mistral releases "Le Chonk," a strong coding model that still trails China overall appeared first on The Decoder .
Hi, As I am coding day in day out using Opus, I was wondering if people here had a view on the effect of input style on the quality of the agent's production? Like if I treat the agent like shit, with a great deal of pressure and shaming, does it perform differently than if I treat him with the utmost deference and calm? And if so, which should I be using? I am usually talking nice to my agent, because I am worried that if I trash talk it all day long, it's going to become a habit and I am going
Threat actors are delivering malicious loaders and cryptocurrency miners under the guise of artificial intelligence (AI) desktop applications for Anthropic Claude and OpenAI ChatGPT as part of a campaign dubbed Yoba. The activity involves creating fake GitHub projects that claim to be desktop applications like GPT-5.6 Sol, GPT-6 Astra, and Claude Opus, only to deliver a malware family called
9 New Features That Make Claude Code More Powerful Than Ever Continue reading on UX Planet »
<p>Using AI for roles from executive assistants to chiefs of staff, companies are boasting about doing more with less, creating tension with their human workers</p><p>On an average workday, Dhruv Amin chats with dozens of colleagues to get things done at his <a href="https://www.theguardian.com/technology/artificialintelligenceai">AI</a> startup Anything. He might ask Gwen, his executive assistant, to schedule a meeting, then troubleshoot a technical problem with Cody, his coding partner. Then h
Mintive was founded by two engineers who have been working on AI for decades through Google Brain and Coursera. It's platform promises to help IT easily control enterprise agents.
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PARTNER CONTENT: Michael Stonebraker and Bruce Momjian on why enterprise AI needs a database that no one controls, and what PostgreSQL 19 says about the road ahead
Atomistic simulations help researchers understand how molecules and materials behave, from chemical reactions and phase transitions to mechanical failure. These...
Article URL: https://martinfowler.com/bliki/LLM-Voice.html Comments URL: https://news.ycombinator.com/item?id=50290177 Points: 266 # Comments: 140
The New York Times is testing a new AI feature for its Cooking app that helps users to modify recipes, and it has sparked some drama among users. Last Friday, NYT Cooking senior editor Genevieve Ko announced the feature, which can be used to recommend substitutions for ingredients and cooking equipment, scale recipes to any […]
On Thursday, AI app Wabi, now describing itself as a "personal agent," said it has raised $55 million at a $1.25 billion valuation.
<p> Free webhook tester for you and your agent </p> <p> <a href="https://www.producthunt.com/products/hookdeck?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/1297285?app_id=339">Link</a> </p>
Article URL: https://mistral.ai/news/mistral-large-4-oss/ Comments URL: https://news.ycombinator.com/item?id=50289418 Points: 975 # Comments: 274
The US Justice Department is looking into Nvidia's planned acquisition of open-source platform Hugging Face. The article US antitrust regulators are scrutinizing Nvidia's Hugging Face deal and sales practices appeared first on The Decoder .
<blockquote cite="https://twitter.com/benhylak/status/2115172657910120740"><p>every product i use should just be a headless mcp, that feeds into an agent, where i never have to think about anything underneath.</p> <p>except for our product, of course. </p> <p>in our product, customers love the ui and love us very much.</p> <p>we're special that way.</p></blockquote> <p class="cite">— <a href="https://twitter.com/benhylak/status/2115172657910120740">Ben Hylak</a></p> <p>Tags: <a href="https://sim
Mistral has released the weights for Large 4, along with some impressive Artificial Analysis scores.
Which AI skills appear most often in job postings right now, and what do they mean for your career?
The French AI lab claims its latest release matches or outperforms even the best models from DeepSeek and Z.ai in coding and cybersecurity.
Today on Decoder, I’m joined by Joey Brookhart, an analyst at the chip and AI research firm SemiAnalysis, to help me dig into the story inside the numbers of the Anthropic IPO filing — a document known as an S-1. Anthropic just filed its S-1 to go public on the Nasdaq, and it could start […]
A simulation study and a pre-period check for choosing the right design for self-selected treatments in product analytics. The post Difference-in-Differences vs Lagged-Outcome Regression appeared first on Towards Data Science .
Anthropic filed its S-1 this week to prepare for its IPO.
The social networking site is facing criticism for blocking access to the site, which identifies thousands of ICE agents and other employees working for Homeland Security.
Google on Wednesday took the wraps off Gemini 4 Carbon, its latest frontier model with state-of-the-art cybersecurity and long-horizon capabilities. "It shows significant gains across coding and agentic tasks as well as across key capabilities critical for cybersecurity defense, landing a firm lead in SEC-bench Pro (88.2%) for finding vulnerabilities, ExploitGym (54.8%) for exploitation, and
US intelligence agencies believe an executive in Nvidia CEO Jensen Huang's circle is an informant for China. The article Chinese spies targeted Nvidia CEO Jensen Huang, according to The New York Times appeared first on The Decoder .
No String Theory sells air guitars! This is one of the last things I built the infa for before being forced into the AI-first age. Actual purchased designs, docs-based implementation, etc. It has since been updated with AI, and uses AI-made images. 4Boys is out to have fun, and let's be honest, these days the void beckons! Comments URL: https://news.ycombinator.com/item?id=50288888 Points: 1 # Comments: 0
Titus Winters shares lessons from engineering at Google’s scale and explores how AI is reshaping developer productivity and computer science education.
Article URL: https://github.com/komovaar/kolo Comments URL: https://news.ycombinator.com/item?id=50288774 Points: 2 # Comments: 0
The Anthropic S-1 seems to have provided the financial justification for the company to spend as much as it possibly can on compute. If you are the kind of person who wonders if Anthropic is doing its level best to build a machine god while convincing Wall Street it's in the business of selling IT […]
