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Article URL: https://runware.ai/blog/the-closed-source-llm-premium-has-collapsed Comments URL: https://news.ycombinator.com/item?id=48685911 Points: 3 # Comments: 0

Hi folks, We built what we think the next generation of code review looks like. It's an adversarial, self-healing gate for coding agents that repairs the code on every run, so only clean and secure code moves forward. Here's a short demo https://www.youtube.com/watch?v=vsq_cHoZCnk The next agent run also starts smarter than the last thanks to a built-in memory, and because of that agent costs start to stabilize. It's completely free while in beta. We're looking for testers doing serious agentic

Article URL: https://3hcloud.com/blog/how-to-set-up-and-deploy-an-openclaw-ai-agent-on-a-vps Comments URL: https://news.ycombinator.com/item?id=48685838 Points: 3 # Comments: 0

PARTNER CONTENT: Integrating 50G-PON, FTTR-B, Wi-Fi 7, and intelligent AI scheduling to deliver 10 Gbps bidirectional speeds with ultra-low 0.1ms latency across Southeast University

PARTNER CONTENT: The network delivers near-instant data transfer and zero-latency immersive interactivity, bridging the gap between researchers and computing power

PARTNER CONTENT: Collaborating to advance China Telecom's “Better Home” ecosystem, the joint launch introduces a 2000 Mbps Wi-Fi 7 hub driven by core AI connection, sensing, and control capabilities

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. Heat waves mess with your brain. Scientists are trying to figure out why. —Jessica Hamzelou It’s been hot in London this week. Really hot. A dangerous heat wave has hit Western…

PARTNER CONTENT: Highlighting Level-4 autonomous network solutions, TM Forum Excellence Award finalists, and joint operator trials powering cross-domain fault management and Dynamic 5G Slicing

Apple's new Siri AI won't be available on every device, and recent price increases could make upgrading to the latest hardware more expensive.

How to smash through data / ML behavioural interviews The post How to Ace Data and ML Behavioural Interviews appeared first on Towards Data Science .

Comments URL: https://news.ycombinator.com/item?id=48685607 Points: 5 # Comments: 1

One of the biggest challenges for B2C founders is gaining trust on their platforms. Especially in recent months, a bunch of obviously AI-generated websites have been developed, but people are still registering. So, I want to know when you enter a site, what encourages you to create an account? Comments URL: https://news.ycombinator.com/item?id=48685606 Points: 3 # Comments: 4

PARTNER CONTENT: ZTE introduces full-stack, AI-driven energy storage solutions in Munich to address the rising power demands of the digital infrastructure era

Save 21% on the Acer Nitro V 16S gaming laptop at Amazon. Now $1,099.99, down from $1,399.99.

PARTNER CONTENT: Showcasing the latest evolution of its "AI+Gaming" strategy alongside an expanded Full-Scenario AI Ecosystem featuring the agent-powered nubia M153 with Doubao AI Assistant

Hello! This is an attempt to make google3 style repo clones work with Git. In a HN thread a few days ago the idea sparked for me. It can be super useful for very large repos that need to be cloned for AI coding sessions that might only need a subset of files to accomplish something. Similar to google3, files appear to be there and can be read and edited but they are only fetched when they are needed. It works with normal Git commands so there is no need for a new CLI. On huge catch is, running g

AI agents are moving through enterprise environments, inheriting permissions, traversing systems, and executing decisions at machine speed with minimal oversight. The identity infrastructure built to govern human access wasn't designed for autonomous actors, and the gap between what enterprises are deploying and what their governance programs actually cover is widening fast. This guide breaks

Regulator says subscribers may have been defaulted onto more expensive plans with Copilot features attached

"Returns on intuition": Why Anthropic no longer needs junior engineers and warns of an economic shock. The article Anthropic doesn't need junior engineers anymore thanks to AI and warns of an economic shock when other industries follow appeared first on The Decoder .

PARTNER CONTENT: ZTE’s Chief Development Officer outlines the company's "2+4" framework for 6G convergence and industry-wide collaboration in the mobile AI era

Apple is expected to shake up its usual Mac silicon release strategy, with Bloomberg's Mark Gurman reporting that there won't be Pro or Max versions of the upcoming M6 chip. Instead, Apple wants to "fast-track technologies that it originally planned to release later" with the M7 launch next year. The Cupertino company will reportedly only […]

<pre style='white-space:pre-wrap;width:81ex'>fix(image-gen): bound image generation provider JSON response reads (#96495) * fix(image-gen): bound image generation provider JSON response reads Route success JSON reads through readProviderJsonResponse (16 MiB cap) in openrouter, google, fal, minimax, openai, and vydra image generation providers to prevent OOM from oversized or hostile endpoint responses. Mirrors the response-limit campaign already applied to other provider paths. AI-assisted. Co-a

Article URL: https://www.rstreet.org/commentary/ai-makes-the-cybersecurity-game-faster-not-new/ Comments URL: https://news.ycombinator.com/item?id=48685149 Points: 1 # Comments: 0

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<!-- SC_OFF --><div class="md"><p>What is live continual learning? Who uses it and what are the use cases? Is it for hospitals, legal? Or corporate? Who are the real users? In the bigger picture what is it even useful for?</p> </div><!-- SC_ON --> submitted by <a href="https://www.reddit.com/user/fourwheels2512"> /u/fourwheels2512 </a> <br/> <span><a href="https://www.reddit.com/r/MachineLearning/comments/1ug3k2r/live_continual_learning_in_machine_learning_d/">[link]</a></span> <span><a href="ht

Article URL: https://www.bloomberg.com/news/articles/2026-06-25/trump-administration-asks-openai-to-stagger-release-of-ai-model Comments URL: https://news.ycombinator.com/item?id=48685091 Points: 1 # Comments: 0

PARTNER CONTENT: Shifting from legacy "connectivity pipes" to intent-driven intelligent services, the 6G-ready architecture introduces an Agent Service Network designed for the era of AI and human collaboration

Article URL: https://drive.google.com/file/d/1NJA8clb_wkotSnUkBPGZMw8Dywa5caiF/view?usp=drive_link Comments URL: https://news.ycombinator.com/item?id=48684975 Points: 2 # Comments: 2

How do people measure power usage of GPUs at large (32x) self-hosted setups or small multi-rack setups? I've seen some PDUs which collect and transmit data, but I'm unsure of the processes and if/how people do this on small builds. Currently, I collect NVML nvmlDeviceGetPowerUsage, polled at 100ms during inference, peak and mean per request, and get this type of data: model mean-power range (W) spread stdev qwen3-8b 114.3-121.9 7.6W 1.17 llama-3.1-8b-instruct 104.7-122.1 17.4W 4.29 qwen2.5-1.5b-

Article URL: https://aiweekly.co/recap/q2-2026 Comments URL: https://news.ycombinator.com/item?id=48684878 Points: 2 # Comments: 1

Article URL: https://www.youtube.com/watch?v=yFp5-i5fzyQ Comments URL: https://news.ycombinator.com/item?id=48684854 Points: 4 # Comments: 1

Article URL: https://elevenwritt.com/blog/ai-linkedin-post-generator Comments URL: https://news.ycombinator.com/item?id=48684814 Points: 3 # Comments: 2

<p>Malaria still killed nearly 600,000 people in 2023 with 94% of them in Africa. For 140 years, diagnosis has meant a stained slide, a trained eye, and 20 to 60 minutes per patient. In some areas in rural Africa, that expert often isn’t there.</p> <p>A new scoping review in <em>npj Digital Medicine</em> maps what happens when AI steps in.</p> <p>The headline numbers are striking:</p> <ul> <li>Convolutional Neural Networks, CNNs now hit 97–98% accuracy on curated blood-smear images</li> <li>AI p

The Trump administration reportedly wants OpenAI to slow roll the launch of its next model.

<blockquote> <p>The full auth flow — login, Argon2id hashing, JWT sign and verify, stackable custom RBAC, logout with persistent blacklist — side by side in FastAPI and in Fitz. Zero new libraries, everything built into the language.</p> </blockquote> <h2> Real auth needs more pieces than you'd think </h2> <p>You start with "I need login with JWT". Then comes:</p> <ul> <li> <strong>Password hashing</strong> with a good algorithm (Argon2id, not bcrypt for new projects).</li> <li> <strong>RBAC</st

Article URL: https://futurism.com/artificial-intelligence/duckduckgo-ai-trump-rabies Comments URL: https://news.ycombinator.com/item?id=48684797 Points: 1 # Comments: 2

<!-- SC_OFF --><div class="md"><p>Hi everyone!</p> <p>I have just completed my 2nd year of BS Computer Science and my long-term goal is to pursue an MS/PhD in CS/AI/ML abroad (USA, Canada, Europe, or Australia).</p> <p>To strengthen my profile, I want to get involved in AI/ML research and hopefully publish a research paper during my undergraduate studies. I recently started learning Machine Learning and plan to build a strong foundation first.</p> <p>The challenge is that I'm from a Tier-3 unive

<blockquote> <p><em><strong>Originally published on <a href="https://andrew.ooo/posts/orca-stablyai-parallel-coding-agents-ide-review/" rel="noopener noreferrer">andrew.ooo</a></strong> — visit the original for any updates, code snippets that aged out, or follow-up posts.</em></p> </blockquote> <h2> TL;DR </h2> <p><strong>Orca</strong> is the open-source "ADE" (Agent Development Environment) for developers running multiple coding agents in parallel. It just hit <strong>7,747 stars</strong> with

About twenty tech companies, AI labs, and banks are joining forces through Akrites to fix vulnerabilities in critical open-source software before AI tools can exploit them. The article Linux Foundation and 20 tech giants launch Akrites to fix open-source flaws before AI-powered attacks hit appeared first on The Decoder .

<blockquote> <p>Originally published at <a href="https://htpbe.tech/blog/gdpr-document-verification-api" rel="noopener noreferrer">htpbe.tech</a>. The version on htpbe.tech stays in sync with the latest detection algorithm — refer to it for the canonical text.</p> </blockquote> <p>A fintech compliance lead at a Dutch lending platform asks this question in a DPIA workshop: “When we send a customer’s bank statement to the fraud detection API, who is the controller, who is the processor, and what p