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Article URL: https://replicated.live/blog/away Comments URL: https://news.ycombinator.com/item?id=48818937 Points: 2 # Comments: 0

Agentic systems turn model reasoning into action through multi-step workflows that combine inference, tool use, code execution, retrieval, orchestration, and...

From a brighter display and larger battery to a new Snapdragon chip, here's everything leaked so far about the Samsung Galaxy Watch Ultra 2.

Max single-threaded CPUs at scale are a new category of CPUs built for the agentic AI era. Across the creation and deployment of an agentic system, the CPU is on the critical path for reasoning, response time and learning. CPUs are the processor which executes the work the AI model commands: the tool calling, code […]

Article URL: https://blog.calebjay.com/posts/ai-will-take-your-job/ Comments URL: https://news.ycombinator.com/item?id=48818790 Points: 21 # Comments: 20

A technical comparison of Proxy-Pointer and LLM-Wiki The post Proxy-Pointer RAG: Temporal Reasoning Without Semantic Precompilation appeared first on Towards Data Science .

PARTNER CONTENT: In the agentic era, intelligence has to be where the agents and data are acting, not separated from it.

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Article URL: https://zhengxianlin.substack.com/p/why-i-built-an-ai-that-ignores-you Comments URL: https://news.ycombinator.com/item?id=48818737 Points: 2 # Comments: 0

Article URL: https://jorypestorious.com/blog/ai-engineer-verification/ Comments URL: https://news.ycombinator.com/item?id=48818722 Points: 2 # Comments: 1

Article URL: https://swizec.com/blog/theory-of-constraints-ai-and-code-review/ Comments URL: https://news.ycombinator.com/item?id=48818690 Points: 2 # Comments: 0

<!-- SC_OFF --><div class="md"><p>Hi <a href="/r/MachineLearning">r/MachineLearning</a>,</p> <p>i’m Raffi, CTO at Mozilla. on Tuesday July 14 we publish our inaugural <strong>State of Open Source AI</strong> report, and i'll be here live answering whatever questions you throw at me!</p> <p><strong>AMA time: 1pm ET / 10am PT / 6pm BST.</strong></p> <p>the report is about what's actually happening with open source AI in production — developers, enterprises, the whole ecosystem — not the version of

Reports indicate that Beijing is looking at curbing overseas access to China's top AI models. https://www.reuters.com/world/beijing-is-looking-curbing-overseas-access-chinas-top-ai-models-sources-say-2026-07-07/ Security is likely the primary consideration. https://www.forbes.com/sites/markminevich/2026/06/30/the-us-and-china-agree-on-almost-nothing-except-ais-deadliest-risks/ Comments URL: https://news.ycombinator.com/item?id=48818645 Points: 5 # Comments: 0

Anthropic has found that Claude developed an internal working memory on its own during training. The company calls it "J-Space" and can now read it using a new analysis tool called J-Lens. The working memory reveals that Claude recognizes contrived test scenarios before producing its first word. When the researchers disable those cues, Claude actually resorts to blackmail in some runs. A model trained on reward hacking shows words like "fake" and "fraud" in J-Space during normal coding tasks, ev

The professor of physics and inaugural director of the NSF AI Institute for Artificial Intelligence and Fundamental Interactions will lead LNS and continue his research in particle physics.

Article URL: https://www.nytimes.com/2026/07/05/business/philosophy-majors-ai-jobs.html Comments URL: https://news.ycombinator.com/item?id=48818544 Points: 45 # Comments: 47

Amazon has the Roborock Q7 M5 robot vacuum and mop combo on sale for $149.98. That's $80 off its $229.99 list price and one of the best prices we've seen on this smart cleaner.

Bloomiro lets you connect your site and ask an AI agent what to fix for better SEO and AI search visibility, from missing pages and weak structure to schema, content gaps, and competitor analysis. Comments URL: https://news.ycombinator.com/item?id=48818513 Points: 4 # Comments: 0

AI law startup Norm has raised a $120 million Series C round led by Khosla Ventures, valuing the startup at $1.2 billion.

Article URL: https://www.collabora.com/news-and-blog/blog/2026/07/07/the-power-of-apis-the-unsung-hero-of-ai-interface/ Comments URL: https://news.ycombinator.com/item?id=48818447 Points: 3 # Comments: 0

Article URL: https://www.mozilla.ai/product/otari Comments URL: https://news.ycombinator.com/item?id=48818398 Points: 2 # Comments: 0

5 ways of introducing changes in design created by Claude Design Continue reading on UX Planet »

<p>I kept running into the same problem while building with agents:</p> <blockquote> <p>The page is public. A browser can read it. But my agent gets blocked, redirected, rate-limited, or handed a shell of HTML with no useful content.</p> </blockquote> <p>There was already a fun project in this space: <a href="https://github.com/fivetaku/insane-search" rel="noopener noreferrer">insane-search</a>. It is clever, aggressive, and useful, but the original workflow is centered around Claude Code.</p> <

Article URL: https://lowlatencyclub.ai/blog/posts/ai-audiobook-narrator-python Comments URL: https://news.ycombinator.com/item?id=48818235 Points: 1 # Comments: 0

Article URL: https://www.chosun.com/english/industry-en/2026/07/07/RQAGC7X4BNEYHD4IJFXKHG5Z5Q/ Comments URL: https://news.ycombinator.com/item?id=48818191 Points: 2 # Comments: 0

<h1> I Built an Open-Source AI Engineering Company Instead of Another AI Agent </h1> <p>For the past year, AI coding agents have become incredibly capable.</p> <p>But almost all of them still follow the same idea:</p> <blockquote> <p>One increasingly capable AI should build everything.</p> </blockquote> <p>I wanted to explore the opposite.</p> <p><strong>What if the AI wasn't the engineer? What if it became the entire engineering company?</strong></p> <p>That's how <strong>Orvix</strong> started

Article URL: https://www.jeromehollon.com/projects/ai-writing-social-contract/ Comments URL: https://news.ycombinator.com/item?id=48818153 Points: 1 # Comments: 0

<p>A voice agent that felt broken on every first turn, and the latency budget I had to take apart stage by stage to find the two dead seconds.</p> <p>The bug report was one sentence: "callers keep talking over the greeting." I listened to the recordings and heard the same shape every time. The phone connects. The caller waits. One second of nothing. Two seconds of nothing. Then, right as the caller gives up and says "hello? are you there?", the agent starts its greeting, and now both of them are

<p>Hey — I'm Sergii, I run <a href="https://www.connectiveone.io/en" rel="noopener noreferrer">ConnectiveOne</a> (an AI-powered comms platform) and co-founded <a href="https://evergreen.team/" rel="noopener noreferrer">Evergreen</a>, a dev shop out of Kyiv. I want to walk through, in actual technical detail, how we rebuilt our SDLC around AI agents — not the "we added Copilot" version of this story, the version where it took us over a year, we broke things, and we ended up with a setup that othe

A public issue can trick GitHub Agentic Workflows into leaking the contents of an organization's private repositories, researchers at Noma Security have shown. The attacker needs only to open a normal-looking issue on a public repository, with no stolen credentials and no access to the organization. If that organization has given the agent read access across its repositories, private ones

Hello, So I got sick of my agents not having ready access to information they needed about projects that I'm working on ready and at hand so I built a new AGPL-3.0 (free forever) MCP that utilizes Cloudflare AI Search to index your repos and anything else you want to feed into it. It also includes a nice little web widget that allows end users to search your repos for documentation, etc., and allows end users to ask an AI Chat Bot questions regarding your projects. If you want to see the widget,

Insilico Medicine is advancing to Phase III human trials for testing a drug identified by AI targeting idiopathic pulmonary fibrosis (IPF). This progression supplies the computational drug discovery sector with empirical test cases, advancing an AI medicine past early safety evaluations into late-stage efficacy validation. IPF destroys respiratory capacity through severe lung tissue scarring. Patients […] The post Insilico Medicine advances AI drug for IPF to Phase III trials appeared first on A

<img class="webfeedsFeaturedVisual" src="https://lawfare-assets-new.azureedge.net/assets/images/default-source/article-images/scaling-laws-logo.jpg?sfvrsn=7a7b38eb_3" /><p>Andy Masley joins Kevin Frazier, director of the AI Innovation and Law Program at the University of Texas School of Law and a senior editor at Lawfare, and Alan Rozenshtein, research director at Lawfare and associate professor at Minnesota Law, to unpack the increasingly contentious issues related to data centers.<br /></p><p>

In May, an anonymous artist who goes by SHL0MS on X posted that he had used AI to generate an image inspired by Claude Monet and asked people to weigh in on how it missed the mark. More than 600 responses called out issues, saying the colors were off, the depth was all wrong, and that AI didn’t understand how light worked. SHL0MS then revealed that the image was of a real Monet, one of around 250 variations of water lilies the artist had painted in his lifetime. He had simply downloaded a high-r

<p>Residents and council say creating affordable housing is more urgent than ‘high-frequency trading’ in nearby City</p><p>Campaigners in east London are opposing plans for a datacentre in Brick Lane that they say will worsen the area’s housing crisis and drive long-term residents away.</p><p>The road, famed for its curry houses and 24-hour bagel shops, is the latest flashpoint in the rapid rollout of datacentres across the UK that aims to meet demand created by artificial intelligence.</p> <a h

Scientists used AI to find targets shared by thousands of related viruses and build what they hope is a universal vaccine. The post The First AI‑Designed Vaccine Has Been Tested in People. Here’s What Happened. appeared first on SingularityHub .

iRobot just announced its first-ever non-robotic floor cleaner. The $399 Roomba Electro Plus is a 5-in-1 hard-floor cleaner that combines vacuuming, mopping, and disinfecting, but you have to operate it yourself. The company also announced updates to its line of Roomba robot vacuums, launching five new models with higher suction power, smaller footprints, and lower […]

I just launched Rewire Text, a Windows + macOS tool that transforms text in any app at the press of a hotkey. Sits in the menu bar / system tray until needed. Deterministic transforms (case changes, whitespace cleanup, Markdown fixes, encoding, etc.) instantly run on your machine. AI based transforms (style and tone rewrites, proofreading, bullets, summarization, translation, custom, etc.) either use a remote AI API (Gemini, Anthropic, OpenAI, OpenRouter, or OpenAI compatible APIs) with your own

I gave 5 AI coding agents one prompt: grow a banana plant through its whole life in three.js: sprout, leaves, flower, fruit, rot, then pups that restart the loop. It's deceptively simple and yet very hard to get right from procedural code: you have to write working three.js and understand how the plant is actually built; how it hangs, ages and decays. Get the biology wrong and the code renders something weird. These are agents, not bare models (Claude Code and Codex for now). They can use tools,

Government dependence on private AI shifts policymaking from Congress and the civil service to procurement contracts—with no public input.