ContentPosts from @tertius-stander-newsletters..
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Exploring GPU Sharing in Kubernetes with NVIDIA KAI Scheduler and SDG

NVIDIA's KAI SchedulerandExostellar's SDGshowcase the nerd ballet of fractional GPU scheduling. KAI slices GPU time like a master chef carving a roast, yet can't keep its focus solo—leading to app skirmishes. In contrast,Exostellar SDGnails resource control, quarantines workloads like a germaphobe, .. read more  

Exploring GPU Sharing in Kubernetes with NVIDIA KAI Scheduler and SDG
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Benchmarking a 65,000-node GKE cluster with AI workloads

GKE’s now flexes with a colossal 65,000-node cluster—a boon for AI workloads that feast on mega infrastructure. Building on their 50,000+ TPU cluster saga, GKE tackles AI workload quirks like resource juggling and node chatter. In CPU stress tests, they whipped up 65,000 StatefulSet Pods, flaunting .. read more  

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Microsoft Copilot in Azure is now generally available

CopilotinAzurereaches general availability, choppingresponse times by 30%and saving over30,000 developer hours a month. Now free with a rock-solid>99.9% uptime. Tuned up for accessibility, real-time AI chat, andTerraformsupport—all with a keen eye on responsible AI and localization! 🚀.. read more  

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Building A Virtual Machine inside ChatGPT

ChatGPTmoonlights as a virtual Linux machine, performing calculations faster than some actual hardware. Impressive, right? But don't get too excited—it can't juggle real-time tasks or tap into a GPU. A digital superhero with a glaring Achilles' heel... read more  

Building A Virtual Machine inside ChatGPT
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AI code suggestions sabotage software supply chain

Look sharp!LLM-driven toolsare fabricating package names out of thin air. In commercial models, it's5.2%. For open models, a staggering21.7%. Ideal for those up to no good and into "slopsquatting.".. read more  

AI code suggestions sabotage software supply chain
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Computer Use Agents (CUAs) for Enhanced Automation

Azure OpenAI Service's Responses APIhas rolled out theComputer Use Agent (CUA)—an AI that actually uses a computer like a human, and no, you're not dreaming. These CUAs harnessmultimodal visionand AI frameworks to navigate tasks with nimble reasoning. Forget your one-trick-pony RPAs; these guys brea.. read more  

Computer Use Agents (CUAs) for Enhanced Automation
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Google announces Sec-Gemini v1, a new experimental cybersecurity model

Sec-Gemini v1steamrolls cybersecurity benchmarks, leaving rivals eating digital dust. It’s 11% better on CTI-MCQ and 10.5% sharper on CTI-Root Cause Mapping, thanks to cutting-edge threat intelligence and vulnerability insights. With a little help fromGoogle Threat Intelligenceand OSV, it decodes co.. read more  

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Announcing the Agent2Agent Protocol (A2A)- Google Developers Blog

A2A Protocoltosses AI agents from different vendors into a communal sandbox. Over 50 tech behemoths likeGoogle, Salesforce, and PayPalrally behind it. Here, silos crumble. Built on solid tech standards, it lets agents dance through vibrant, multi-agent workflows. Think of it as a revolutionary leap .. read more  

Announcing the Agent2Agent Protocol (A2A)- Google Developers Blog
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Amazon's new AI agent will shop third-party sites for you

Amazon's"Buy for Me"AI turns shopping into an adventure. Explore the wilds beyond Amazon without ever abandoning the app. This tech genie, conjured byAmazon NovaandAnthropic's Claude, brings a few trust demons along for the ride... read more  

Amazon's new AI agent will shop third-party sites for you
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Claude 3.7 Sonnet vs ChatGPT 4o: A Hands-On Comparison for AWS Graviton Calculator Development

Claude 3.7 Sonnetnailed it, dazzling with primo JavaScript, killer charts, and slick CSS.ChatGPT? A tad sluggish. It needed a tune-up and some shine. But toss inClinewith Claude? Boom—instant mystery infusion. Yet, the real showstopper? Claude's knack for spewing out rock-solid, deploy-ready code. P.. read more  

Claude 3.7 Sonnet vs ChatGPT 4o: A Hands-On Comparison for AWS Graviton Calculator Development