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The DecoderBusiness

Vibecoding is becoming a deal-breaker test for software acquisitions

To assess the competitive advantage of potential acquisition targets, Bain & Company uses Vibecoding to replicate their software. These AI replicas are already influencing specific purchasing decisions. The article Vibecoding is becoming a deal-breaker test for software acquisitions appeared first on The Decoder .

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Vibecoding is becoming a deal-breaker test for software acquisitions
Hacker News FrontTools

Nvidia Halos

Article URL: https://www.nvidia.com/en-us/ai-trust-center/halos/autonomous-vehicles/ Comments URL: https://news.ycombinator.com/item?id=48630220 Points: 10 # Comments: 0

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Hacker News AILLMs

AI Is Boosting Productivity at Home – But Not Equally

Article URL: https://www.marshall.usc.edu/news/new-research-reveals-ai-is-boosting-productivity-at-home--but-not-equally Comments URL: https://news.ycombinator.com/item?id=48630166 Points: 1 # Comments: 0

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Hacker News AILLMs

AI effect: People are taking up skills for no money, just to feel human

Article URL: https://siliconcanals.com/m-as-ai-eats-into-paid-creative-work-people-are-taking-up-the-same-skills-drawing-writing-crafts-on-their-own-time-for-no-money-just-to-feel-human/ Comments URL: https://news.ycombinator.com/item?id=48630152 Points: 1 # Comments: 1

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Hacker News AILLMs

The Coming Enshittification of AI

Article URL: https://www.damianmr.com/posts/the-coming-enshittification-of-ai Comments URL: https://news.ycombinator.com/item?id=48630044 Points: 2 # Comments: 0

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Hacker News Ask

Ask HN: Is Fable Back?

Claude Code just started a Fable 5 subagent and it didn’t error out? A new one whose explicit purpose was to identify itself said it was Fable. Comments URL: https://news.ycombinator.com/item?id=48629948 Points: 2 # Comments: 0

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Towards Data Science - Medium

When RAG Users Ask Vague Questions: Clarify Once, Learn the Default

Enterprise Document Intelligence [Vol.1 #6bis] - Ask one focused clarification, learn the default from the answer, stay silent next time The post When RAG Users Ask Vague Questions: Clarify Once, Learn the Default appeared first on Towards Data Science .

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Hacker News LLMLLMs

Local LLM Inference Optimization: The Complete Guide

Article URL: https://carteakey.dev/blog/local-inference/local-llm-optimization/ Comments URL: https://news.ycombinator.com/item?id=48629858 Points: 2 # Comments: 0

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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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