Enterprises are sweating legacy IT assets as AI investment grows
Hardware such as mainframes found to hold the data and business logic needed to build those AI services
Hardware such as mainframes found to hold the data and business logic needed to build those AI services
Article URL: https://vibeladder.dev/results/r1.html Comments URL: https://news.ycombinator.com/item?id=49729103 Points: 1 # Comments: 0
<blockquote cite="https://mustafa-suleyman.ai/a-warning-about-model-welfare"><p>We should not treat models as though they have feelings, preferences, rights, or any entitlement to our welfare. Consciousness is the foundation of our ethical, legal, and political systems. To invite another entity to share any flavor of these rights isn’t justified by the evidence and will make the AI containment and alignment challenge even harder.</p></blockquote> <p class="cite">— <a href="https://mustafa-suleym
See how MSI Stealth, Raider, Crosshair, and Cyborg laptops help STEM students do more on one machine — from coursework and on-device AI projects to gaming.

“Why do I have to beg my grandparents to put on their hearing aids, but no one has ever needed to ask me to put on my glasses?” That’s the question that drove Matthew de Jonge to spend six years building Fortell, an AI hearing aid startup that recently raised $163 million from the likes of Founders Fund, Thrive Capital, and Valor Equity […]
OpenAI and AARP are bringing free, hands-on ChatGPT workshops to 1,000 older adults across 10 U.S. cities to build practical AI skills safely.
AgentCore optimization turns production traces into proposed configuration changes, then validates them before promotion. This technical companion to the launch post explains how the system prompt optimizer's reflector engine works and shares benchmark results for the Single Agent and Sub-Agent Reflectors.
Robust Estimation Series: comparing classical and modern robust estimators through theory, code, and experiments The post How to Make Linear Regression Survive Outliers appeared first on Towards Data Science .
The deal could net the asset-light robotaxi company more than $300 million in funding.

This is our reality.

System performance, efficient infrastructure scaling and continuous software optimization are key levers that determine AI inference economics. Higher system performance means more tokens generated, resulting in higher revenue. Efficient scaling means throughput grows proportionally as hardware gets added, requiring fewer resources to serve users at scale. Continuous optimization means generating more value from infrastructure investments. […]

<p>Safety crisis makes it more likely that governments will be spurred into action, says Yoshua Bengio</p><p>Concerns over AI safety are reaching a point where governments realise they must act to protect the public, similarly to in the Covid pandemic, according to one of the “godfathers” of the technology.</p><p>Yoshua Bengio said recent events, including a “swarm” of OpenAI agents <a href="https://www.theguardian.com/commentisfree/2026/sep/08/openai-rogue-models-hugging-face-investigation">hac

<p>The Albanese government is considering reforms that give US big tech unrestricted access to Australian content</p><ul><li><p><a href="https://www.theguardian.com/australia-news/live/2026/sep/17/labor-immigration-policy-tony-burke-anthony-albanese-one-nation-ntwnfb">Follow our Australia news live blog for latest updates</a></p></li><li><p>Get our <a href="https://www.theguardian.com/email-newsletters?CMP=cvau_sfl">breaking news email</a>, <a href="https://app.adjust.com/w4u7jx3">free app</a> o

<p>Countries have come together before to make international agreements in the face of existential threats</p><ul><li><p><a href="https://www.theguardian.com/australia-news/live/2026/sep/17/labor-immigration-policy-tony-burke-anthony-albanese-one-nation-ntwnfb">Follow our Australia news live blog for latest updates</a></p></li><li><p>Get our <a href="https://www.theguardian.com/email-newsletters?CMP=cvau_sfl">breaking news email</a>, <a href="https://app.adjust.com/w4u7jx3">free app</a> or <a hr

This patient-specific method, called xvr, helps doctors use X-rays for surgical navigation in fields such as orthopedics and neurosurgery.

The robotics industry is still waiting for their breakthrough into day-to-day life. Nvidia's Les Karpas has an answer as to why at TechCrunch Disrupt 2026. Register before September 25 to save up to $200 on your pass.
A neuroscience breakthrough. ScienceAlert stories are written, fact-checked, and edited by humans, never generated by AI. Don't miss a story, subscribe here.

DSCI is a dead simple CI - self hosted Git and CI server included. Use this link - http://dsci.sparrowhub.io:8080/repo/test1.git To build pipeline for your requirements, just say something: Build DSCI pipeline for typical Python project with pytest unit tests and code coverage more then X You can do more than that. AI agent is smart enough to nail it down for you. Once your request is queued wait for less then minute, go to builds pages, pickup latest dsci@* build, go to arifacts and finally vie
<div class="hs-featured-image-wrapper"> <a href="https://www.marketingaiinstitute.com/blog/ai-powered-marketing-maicon-2026" title="" class="hs-featured-image-link"> <img src="https://www.marketingaiinstitute.com/hubfs/Attendee%20Series%20-%20agencies.png" alt="Eight Agencies Taking a New Approach to AI-Powered Marketing" 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;"><span>The agency model is b
Security researcher Matthew "Zigula" Gore-Kormanik was analyzing a fraudulent dating app called Dora when he got a pop-up message saying he was receiving a call from Jennifer. According to her bio, she's a 41-year-old Sagittarius with red hair, blue eyes, and piercings. She likes music, horror movies, nightlife, and sports. Gore-Kormanik answered the call, but […]

Security researchers at Forever Security have shown that one ordinary browser extension could take control of the AI assistants built into five Chromium-based products: Gemini Live in Chrome, Perplexity Comet, Microsoft Edge, Opera Neon and the Claude in Chrome extension. Once the extension was installed, it could access each product's built-in AI with a single click. On Comet, Edge,

Article URL: https://github.com/snellingio/system-one Comments URL: https://news.ycombinator.com/item?id=49727643 Points: 2 # Comments: 0
Article URL: https://github.com/Fortitude-Group/OmnisBench Comments URL: https://news.ycombinator.com/item?id=49727542 Points: 3 # Comments: 1
<p> Automated QA for AI agents. Stop shipping on vibes. </p> <p> <a href="https://www.producthunt.com/products/qagent-2?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/1252425?app_id=339">Link</a> </p>
PyTorch and TensorFlow tensor broadcasting: how silent shape errors cause difficult-to-debug machine learning bugs The post Silent Broadcasting Can Ruin Your Model appeared first on Towards Data Science .
Scikit-LLM wraps language models in the scikit-learn estimator API, so it drops into a Pipeline or a cross-validation loop natively.

Mandiant says an attacker hijacked an active AI coding-assistant session at an unnamed software-as-a-service provider and later spread Shai-Hulud across about 100 internal code repositories. Before the repository spread, the assistant recommended software that the attacker had poisoned, and the recommendation was accepted. The worm stole repository secrets and source code for the

Learn how single-phase direct liquid cooling manages the rising heat of AI and high-performance computing, and how it compares with two-phase and immersion approaches. Download this free whitepaper now!

AI factories are the infrastructure of the intelligence era. Scaling them responsibly will depend as much on innovation across the grid as inside the data center. Today, Emerald AI, Google and NVIDIA announced the launch of the AI Energy Management Alliance (AEMA), a first-of-its-kind coalition advancing data centers that can dynamically manage their electricity use […]

Astronomers found 84 powerful cosmic objects hiding in a kind of light our telescopes can barely detect. ScienceAlert stories are written, fact-checked, and edited by humans, never generated by AI. Don't miss a story, subscribe here.

Explore new AI-powered advertising experiences from OpenAI, including Sponsored Agents, tools for marketers, and integrations with HubSpot and Shopify.
Design handoff is the process of handing over a finished design for implementation. This is one of the most tedious parts of the design… Continue reading on UX Planet »

The AI boom is becoming a materials challenge. As AI pushes computing into new territory, the materials behind that infrastructure are becoming just as crucial as the algorithms running on it. Semiconductors and data centers are approaching physical limits around performance, thermal management, electrical efficiency, and reliability, creating new demands for materials that can do…
A VRAM budget formula for LLM serving, and three optimization strategies mapped to the traffic patterns that trigger the OOM. The post The KV Cache Tax: Why Inference Servers Run Out of Memory Before Compute appeared first on Towards Data Science .
<p> Lovable for getting customers </p> <p> <a href="https://www.producthunt.com/products/ami-ai?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/1252325?app_id=339">Link</a> </p>
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. What’s at stake in AI’s trillion-dollar gamble When Jessica Wachter, a finance professor at the University of Pennsylvania, wanted to assess AI’s impact on the economy over the next few years,…

Learn how to build effective evals for AI agents, from designing clear tasks and choosing the right graders to building reliable eval harnesses and tracking changes over time.

<div class="hs-featured-image-wrapper"> <a href="https://blog.hubspot.com/marketing/creator-economy-ai-reckoning" title="" class="hs-featured-image-link"> <img src="https://53.fs1.hubspotusercontent-na1.net/hubfs/53/a-1-20260910-7736050.webp" alt="Illustration of podcast microphone, headphones, and coffee cup labeled creator economy" class="hs-featured-image" style="width:auto !important; max-width:50%; float:left; margin:0 15px 15px 0;"> </a> </div> <p> </p> <p>Few phenomena within the creator
Learn how ChatGPT Work and Codex analytics help teams understand AI usage and spend, identify training needs, and connect adoption to business outcomes.