AI News Today

I built a matcher meant to finish the cleanup that normalization left behind. Testing it against real data showed that no version of it could be made safe. What follows is the architecture that was left once the matcher was set aside. The post Avoiding Entity Key Drift in a Data Lake: Step 2, When Fuzzy Matching Stops Working appeared first on Towards Data Science .

The partnership brings together Elmo's compact, high-power density servo drives and AIR's electric aviation design. The post AIR to use Elmo Motion Control technology in uncrewed cargo aircraft appeared first on The Robot Report .

A new method, called CW-Net, translates the reasoning process of an autonomous vehicle’s AI system into understandable concepts that explain its behavior.

Its backers say it would provide a "vital safety net" against runaway AI systems such as those from OpenAI and Anthropic.

The Pentagon is expanding its AI platform with two new models, OpenAI's ChatGPT Mil and xAI's Grok for Government. The article US military adds ChatGPT and Grok to AI platform GenAI.mil appeared first on The Decoder .

President Trump has pushed back hard against growing opposition to AI data centers across the US. The article Protests against AI data centers play into China's hands, Trump says appeared first on The Decoder .

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OpenAI is officially rating its upcoming Astra model as the first system with "critical" cyber capabilities. The company plans to keep it in check by monitoring the chain of thought. Problem is, that monitoring already counts as an unreliable mirror of a model's real decisions, and according to a report, Astra's new architecture pushes even more of its thinking into the unreadable. So the safety net might be getting weaker just as the capabilities jump. The article OpenAI calls Astra its most da

<p>Anthropic <a href="https://platform.claude.com/docs/en/release-notes/system-prompts/overview">publish the system prompts</a> for their Claude consumer applications (<a href="https://claude.ai/">Claude.ai</a> and the Claude mobile apps - sadly not for Claude Cowork or Claude Code). I <em>love</em> that they do this, and that they share not just the current prompts but historic changes to their prompts as well.</p> <p>They used to keep all of the prompts on a single page, but when I checked tod

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Manifold Security has disclosed eight security flaws across seven command-line AI coding agents in which a repository's own Git configuration names a command that the agent runs on the developer's machine, four of them still unpatched at publication. The command executes as the user, outside the agent's sandbox and without an approval prompt, and exploitation requires the repository to arrive

Enterprise Document Intelligence [Vol.1 #B3] - A confident wrong answer is a bug. A bare “no answer” with no justification is almost as bad. Each of the four bricks has one piece of evidence to show The post A RAG That Says “Not in This Document” Has to Show Four Kinds of Evidence appeared first on Towards Data Science .

Presented by Zeta Every forward-deployed engineering (FDE) pitch sounds identical for the first ten minutes: an engineer embedded on-site, a workflow encoded within weeks, a demo that finally works on the customer's real data. What differs is what happens in the following months, and most vendors will not tell you until you ask directly. FDE has become one of enterprise AI’s most consequential operating models. Vendors are building entire go-to-market motions around engineers who embed with cust

As companies scale, the technology supporting operations can become a liability just as quickly as it becomes an asset. Disconnected systems, site-specific tools, spreadsheets, and manual workarounds can create data silos that make it harder to spot problems early, coordinate responses, and make decisions with confidence. For Jabil, a global manufacturing company with more than…

<div class="hs-featured-image-wrapper"> <a href="https://www.marketingaiinstitute.com/blog/ai-agent-interviewer" title="" class="hs-featured-image-link"> <img src="https://www.marketingaiinstitute.com/hubfs/Agent%20interviewer.png" alt="How We're Using AI Agents to Interview Experts for Content" 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;">You’ve got a great idea for a blog or LinkedIn article

Oh, good.

A little over a decade ago, I led the controls design for a first-of-its-kind full digital-control system for a U.S. nuclear plant. It was, on paper, a beautiful machine—engineered to run itself the way a modern airliner does, with operators watching over a system that rarely needed them. And we made a decision that, to an efficiency-minded observer, looked backward: We deliberately left manual steps inside sequences the system could execute on its own. We were solving a specific problem. An ope

A visual guide to how graph neural networks work under the hood The post Graph Neural Networks: GCN, MPNN, and GAT, Explained Simply appeared first on Towards Data Science .

World Labs, co-founded by AI researcher Fei-Fei Li, has announced Atlas, a world model that generates, reconstructs, and simulates 3D scenes from just a few images. The company claims it beats specialized models by anchoring all inputs in 3D space rather than processing them as flat sequences. Atlas can also generate robot training data entirely in simulation. The article World Labs unveils Atlas, a single AI model that generates, reconstructs, and simulates 3D worlds from just a few photos appe

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. AI models flub these intelligence tests. Can you fare any better? Puzzles and games have always been central to AI development. The term “machine learning” was popularized in a 1959 article…

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Deploy agentic AI across SRE, finance, legal, migration, and security with deterministic safety constraints.

<div class="hs-featured-image-wrapper"> <a href="https://blog.hubspot.com/marketing/brands-with-high-ai-search-citations" title="" class="hs-featured-image-link"> <img src="https://53.fs1.hubspotusercontent-na1.net/hubfs/53/(non-organic)-What-We-Learned-from-Analyzing-10+-Brands-With-High-AI-Search-Citations-1-20260826-304258.webp" alt="What high-citation brands do differently in AI search" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;">

<div class="hs-featured-image-wrapper"> <a href="https://blog.hubspot.com/marketing/linkedin-aeo-experiment" title="" class="hs-featured-image-link"> <img src="https://53.fs1.hubspotusercontent-na1.net/hubfs/53/AEO-for-LinkedIn-piece-1-20260826-6108454.webp" alt="using linkedin for AEO" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"> </a> </div> <p>Over the past few months, I noticed a pattern while researching for clients. When I search

ATV Big Air Tour uses ChatGPT Work to speed up marketing, merchandising, and more. It even turned merchandise photos into an inventory website in 15 minutes.

In this article, you will learn how to design reliable memory systems for AI agents, covering both the patterns that work and the common architectural...

iRobot has launched the $1,199 Roomba Max 875 Combo and the $899 Roomba Plus 678 Combo at IFA 2026.

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The debate about whether AI delivers business value is over. The challenge now is implementing it at scale and securely across every function while meeting board-level pressure to move fast. Organizations must focus on adopting AI at business speed without losing control of cyber risk. Download the full eBook here. The Business Reality In Sygnia’s 2026 CISO Survey Report, which

On unbundling the Send button, so that words can work as sketches Continue reading on UX Collective »

Why the standard groupBy function isn’t enough The post A Practical Introduction to PySpark Window Functions appeared first on Towards Data Science .

<p> Turn any prompt into a brick set you can actually build </p> <p> <a href="https://www.producthunt.com/products/brickforgerai?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/1239306?app_id=339">Link</a> </p>

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 »

It's a showcase of NVIDIA's latest chip tech.

We’ve built an AI agent that acts as a secondary expert for a given domain, making deep specialist knowledge readily available and preserved for anyone in an organization to access, share, and build upon. This is not a typical domain-specific agent. Its novelty comes from integrating two layers: A structured, auditable knowledge architecture separates what [...] Read More... The post An Organizational Second Brain: Building an AI That Learns From Experts appeared first on Engineering at Meta .

Google is adding agent-based video analysis to Gemini 3.7 Flash, 3.6 Flash, and 3.5 Flash-Lite. Instead of scanning videos frame by frame at a fixed rate, the model decides on its own which segments to examine and at what resolution. Google says this cuts token usage by up to 88 percent while improving accuracy, especially for multi-hour footage. The article Google Gemini's new agent-based video analysis cuts token usage by up to 88 percent appeared first on The Decoder .

Forescout Research - Vedere Labs said it used Anthropic's Claude to port a working pre-authentication remote code execution (RCE) exploit from one WAGO programmable logic controller (PLC) to another, executing attacker-supplied ARM shellcode on live hardware. The exploit targets CVE-2021-31886, a stack-based buffer overflow in the Nucleus FTP server's handling of the USER command

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GLM-5.3 is 50% off on AI Gateway through Tuesday, September 8, in partnership with DigitalOcean. How to use the model during the offer period Using the promo name ( zai/glm-5.3-promo-50 ) gets the discounted rate. It routes only to DigitalOcean, with no fallback to another provider, and it stops serving when the offer ends. Using the standard name (i.e., zai/glm-5.3 ) with provider options to sort DigitalOcean as the preferred provider keeps working after September 8 and routes across every prov