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NVIDIA BlogResearch

At ISC, JUPITER Shows What Exascale Science Looks Like

JUPITER, Europe’s first exascale supercomputer at Germany’s Forschungszentrum Jülich, runs on NVIDIA Grace Hopper Superchips and NVIDIA Quantum-X800 InfiniBand networking — and it’s had a busy year. As the international supercomputing community gathers at ISC in Hamburg this week, four projects running on JUPITER point to what exascale computing can actually do: map the human […]

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At ISC, JUPITER Shows What Exascale Science Looks Like
NVIDIA BlogResearch

NAIRR Science Program Reshapes Scientific Research, Powered by NVIDIA AI Infrastructure

For the past two years, the U.S. National Science Foundation’s National Artificial Intelligence Research Resource (NAIRR) pilot program has driven innovative research across the U.S. for over 700 projects — spanning protein prediction and infectious disease outbreak management. NVIDIA contributed to the NAIRR pilot through a cloud-based resource that gives researchers dedicated access to a […]

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NAIRR Science Program Reshapes Scientific Research, Powered by NVIDIA AI Infrastructure
The Guardian AIBusiness

New York City House primary emerges as key battleground in ‘AI civil war’

<p>AI-focused Super Pacs are spending heavily in midterms, and nearly half has gone to a single Manhattan district race</p><p>The artificial intelligence industry is spending heavily in the 2026 midterms, hoping to secure influence over the technology’s first generation of legislation – and New York City’s primary has emerged as the key battleground.</p><p>AI-focused Super Pacs have raised roughly $100m this cycle, of which $44m has been spent so far, in dozens of congressional races across the

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New York City House primary emerges as key battleground in ‘AI civil war’
The Guardian AIBusiness

AI models that can take down governments and business months away, rare Five Eyes statement warns

<p>Signal agencies in Australia, the US, the UK, New Zealand and Canada sound alarm after Trump blocks foreign nationals from Anthropic’s Fable AI model</p><p>Powerful AI models capable of taking down governments and businesses are mere months away, cyber intelligence agencies for the Five Eyes have warned in a rare joint statement, urging leaders to “act now”.</p><p>The surprising public intervention by signals agencies for Australia, the US, the UK, New Zealand and Canada comes after the <a hr

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AI models that can take down governments and business months away, rare Five Eyes statement warns
NVIDIA BlogResearch

NVIDIA Vera CPU Opens the Way for Agentic Scientific AI at Los Alamos National Laboratory

Mission, Vision and Veritas — new Los Alamos National Laboratory (LANL) supercomputers to be built with HPE and NVIDIA — are tapping NVIDIA Vera CPUs to accelerate scientific discovery, unlocking agentic AI for science. The supercomputers will use the HPE Cray Supercomputing GX5000 architecture with the NVIDIA Vera Rubin platform, combining NVIDIA Vera CPUs, NVIDIA […]

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NVIDIA Vera CPU Opens the Way for Agentic Scientific AI at Los Alamos National Laboratory
NVIDIA BlogResearch

Eco Wave Power Turns Waves Into Watts With NVIDIA AI Infrastructure and Digital Twins

The next era of AI will not be defined by compute alone. Its growth will be determined by energy. As accelerated computing scales across AI factories, agentic AI, industrial AI, edge computing and physical AI — including robotics and autonomous systems — global electricity demand is rising at unprecedented speed. In many regions, expanding grid […]

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Eco Wave Power Turns Waves Into Watts With NVIDIA AI Infrastructure and Digital Twins
The Robot ReportRobotics

Cobot’s Proxie Gen 2 robot adds autotasking, mobile manipulation

Cobot founder and CEO Brad Porter said Proxie Gen 2 can determine when materials are ready to move, identify destinations, and create tasks without human intervention. The post Cobot’s Proxie Gen 2 robot adds autotasking, mobile manipulation appeared first on The Robot Report .

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Cobot’s Proxie Gen 2 robot adds autotasking, mobile manipulation
Dev.to

From Stack Trace to Suggested Fix in 4 Seconds: Building a Self-Healing .NET API Gateway.

<p>Last Tuesday my API gateway caught a <code>NullReferenceException</code>, streamed it to a dashboard in real-time, and pushed a draft code fix to the browser tab of the on-call engineer — before I finished reading the error myself. That sentence used to be vendor marketing. Now it's just my <code>Program.cs</code>.</p> <p>This is the architecture post-mortem. I built it on weekends. It runs in Docker. It cost me exactly $0 in LLM credits during development because <a href="https://groq.com" r

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Dev.to

88% of orgs hit an AI agent security incident — and half their agents run with no boundaries. That's an architecture problem.

<p>A stat from 2026 that should stop you cold: <strong>88% of organizations reported a confirmed or suspected AI agent security incident in the past year</strong> (92.7% in healthcare). And <strong>more than half of all agents run with no security oversight and no logging</strong> — naked.</p> <p>The problem isn't that the AI isn't smart enough. It's that almost nobody welded <em>boundaries</em> around it. And boundaries are exactly where rigor lives.</p> <h2> The incident list: speed flooring i

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r/MachineLearningResearch

GPU access in 2026 is still fragmented — is there a better market structure for compute? [P]

<!-- SC_OFF --><div class="md"><p>Anyone building at the model layer knows the procurement problem hasn't gone away. H100s are still allocated unevenly, spot instances get preempted at the worst times, and pricing across providers is deliberately hard to compare. Most teams end up over-provisioning just to feel safe.</p> <p>The traditional fixes — reserved instances, spot bidding, broker marketplaces like CoreWeave or <a href="http://Vast.ai">Vast.ai</a> — all have the same problem: no real pric

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Hacker News LLMLLMs

Microsoft researcher built goat-powered LLM in Age of Empires II

Article URL: https://www.xda-developers.com/a-microsoft-researcher-built-an-llm-in-age-of-empires-using-goats-to-prove-its-not-sentient/ Comments URL: https://news.ycombinator.com/item?id=48629307 Points: 2 # Comments: 0

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Hacker News AILLMs

The Twilight of AI Vampires

Article URL: https://essays.cborodescu.com/p/the-twilight-of-ai-vampires Comments URL: https://news.ycombinator.com/item?id=48629221 Points: 2 # Comments: 0

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Dev.to

The cloud was never necessary for Research Overview. Here's why.

<h1> The cloud was never necessary for Research Overview. Here's why. </h1> <p><strong>Research Overview</strong></p> <h2> The Problem </h2> <p>The current approach to api gateway requires sending your data to someone else's server.</p> <h2> What We Built </h2> <p>We built api gateway that runs entirely on your machine. No cloud needed.</p> <h2> The Research </h2> <p>The paper investigates eliminating cloud dependencies in Research Overview.</p> <p>This research proves sovereign AI infrastructur

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Dev.to

There is no patch for cloud api gateway. Only Multi-Agent Deliberation Architecture for Sovereign AI Decis.

<h1> There is no patch for cloud api gateway. Only Multi-Agent Deliberation Architecture for Sovereign AI Decis. </h1> <p><strong>Multi-Agent Deliberation Architecture for Sovereign AI Decision Engines</strong></p> <h2> The Problem </h2> <p>The proliferation of large language models (LLMs) in regulated industries?banking, healthcare, legal, and defense?demands decision architectures that transcend single-model inference. This paper presents the Multi-Agent Deliberation Architecture (MADA) implem

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Dev.to

Human Attention is a Scarce Resource

<p>I recently chatted with a Distinguished Engineer about how he uses agents in his engineering workflow and how he builds new team processes around AI-generated work.</p> <p><iframe class="tweet-embed" id="tweet-2068069283184144450-524" src="https://platform.twitter.com/embed/Tweet.html?id=2068069283184144450"> </iframe> // Detect dark theme var iframe = document.getElementById('tweet-2068069283184144450-524'); if (document.body.className.includes('dark-theme')) { iframe.src = "https://platform

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Dev.to

What's Actually in My AGENTS.md

<p><strong>The instruction file that runs my codebase started as a junk drawer. The rules that ended up mattering weren't the ones I expected.</strong></p> <blockquote> <p>A note on credit before I start: most of what follows isn't original to me. I picked up these ideas from other engineers sharing what worked for them — scattered across Twitter/X threads, blog posts, and conversations — then tested them against my own codebase to see what actually held up. This is a synthesis, not an invention

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Dev.to

I built an AI that sends job applications from Your own Gmail — here's the LaTeX + MCP architecture

<blockquote> <p><strong>Note:</strong> This was first published on <a href="https://resume-mcp.site/blogs/mcp-server-ai-resume-tools.html" rel="noopener noreferrer">the Resume-MCP blog</a>. Reposting here for the dev community.</p> </blockquote> <p>Applying to jobs is mostly copy-paste drudgery: re-tailor the resume, re-write the cover note, hunt down the recruiter's email, attach, send, repeat. I wanted to compress that whole loop into one paste. So I built <strong>Resume-MCP</strong> — paste a

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Dev.to

How HagiCode Integrates 13 Agent CLI Tools into a Single System

<h1> How HagiCode Integrates 13 Agent CLI Tools into a Single System </h1> <blockquote> <p>Honestly, it's not that hard, yet not that simple either. Let's talk about how we use a layered architecture to uniformly manage diverse Agent CLIs like Claude Code, Codex, Copilot, and Gemini—and how we can plug in a new one at any time.</p> </blockquote> <h2> Background </h2> <p>The story started abruptly, born from a pretty headache-inducing problem.</p> <p>Agent CLIs have sprung up like bamboo shoots i

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Dev.to

We fixed privacy-preserving local llm inference for developer tooling ? without a single API call.

<h1> We fixed privacy-preserving local llm inference for developer tooling ? without a single API call. </h1> <p><strong>Privacy-Preserving Local LLM Inference for Developer Tooling</strong></p> <h2> The Problem </h2> <p>The proliferation of large language models (LLMs) in developer tooling has introduced significant privacy and security concerns, particularly when code---often containing proprietary algorithms, credentials, and business logic---is transmitted to remote inference servers. This p

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OpenClaw Commits

feat(cli): add --message-file to openclaw agent

<pre style='white-space:pre-wrap;width:81ex'>feat(cli): add --message-file to openclaw agent Merges the Clownfish-repaired contributor branch for #93351. The latest repair preserves inline --message whitespace, adds --message-file coverage for gateway and local embedded runs, and the PR is clean/mergeable on head 4897f2fc200514698f137397ac3ffa45872c2304.</pre>

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The Hacker NewsSecurity

Stop Your Legacy Infrastructure from Hijacking Your AI Agents

Earlier this month, I spoke at the Gartner Security & Risk Management Summit about a blind spot most security programs are still not accounting for - how attackers are circumventing AI security programs by using legacy infrastructure to hijack AI agents. AI adoption is moving faster than security programs can account for. Roughly 71% of organizations are piloting AI agents across their

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Stop Your Legacy Infrastructure from Hijacking Your AI Agents
Hacker News: Show HN

Show HN: Lockin – system-level distraction blocker controlled via text

Hey hn, Most blockers are browser extensions that are too easy to bypass, or bloated desktop apps with annoying dashboards. I built LockIn. It's a proprietary system-level blocker that edits /etc/hosts directly with zero latency. The twist is that you don't interact with an app; you control it entirely via text messages with poke (or other AI assistants). You tell your AI agent to focus, and it locks down your system. It runs as a lightweight app and connects directly to your laptop (phone app b

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