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How NVIDIA Minerva Turns Telemetry Chaos Into Peak GPU Yield

AI Factories are some of the most technologically complex operational environments ever created. Hundreds of thousands of GPUs, NVIDIA Spectrum-X Ethernet...

AI Factories are some of the most technologically complex operational environments ever created. Hundreds of thousands of GPUs, NVIDIA Spectrum-X Ethernet scale-out, scale-across and scale-in fabrics, NVIDIA NVLink scale-up fabrics, distributed schedulers, and multi-week training runs operate in continuous lockstep.These layers function as one production system even when different teams own their…

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beRobox unveils advanced palletizer featuring ‘3D dynamic safety’

Automation company beRobox has introduced the “3D Dynamic Safety”, a new safety module for its PALTZ robotic palletizers, that brings a “fundamentally new approach to safeguarding palletizing operations”, according to the company. Instead of keeping safety detection fixed around the robot, the design aims to “make it move with the robot”. Powered by Sonair’s safety-certified […]
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Forced to pick, Grok’s AI model chooses Republicans. OpenAI’s picks Democrats. 

A new study found Grok's AI overwhelmingly recommends Republican candidates while OpenAI's GPT favors Democrats, with the two AI models disagreeing in more than 90% of nearly 500 election races.
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How to Read Data into GPU Memory in Python with NVIDIA GPUDirect Storage

Deocrative image.GPU applications are processing ever-growing datasets with increasingly powerful accelerators. According to the 2025 Stanford AI Index, compute for notable AI...Deocrative image.

GPU applications are processing ever-growing datasets with increasingly powerful accelerators. According to the 2025 Stanford AI Index, compute for notable AI models has been doubling approximately every five months, while the size of datasets used to train LLMs has been doubling approximately every eight months. As computation and data scale together, moving data efficiently from storage becomes…

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Running Frontier-Class AI Models Across 8 NVIDIA DGX Spark Nodes

AI developers aren’t just running a single model anymore—they’re orchestrating multiple models in parallel, chaining inference calls, and experimenting...

AI developers aren’t just running a single model anymore—they’re orchestrating multiple models in parallel, chaining inference calls, and experimenting with frontier-class architectures that demand hundreds of gigabytes of memory. NVIDIA DGX Spark was built to bring AI development to the desk, and now you’ll be able to link even more Spark nodes together. At GTC Berlin…

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Best AI Pentesting Tools for Industrial Web Applications

Web applications have become an integral part of how industrial companies track their daily operations. Instead of dealing with service requests alone or routinely tracking supply chains or equipment records, companies rely on management software to take that burden off the staff. However, industrial web applications are just as vulnerable to cyberattacks as most other […]
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Toray develops polyester-nylon fiber made with ‘at least 93 percent recycled material’

Toray Industries has developed a new polyester-nylon composite fiber containing “at least 93 percent recycled material” by mass, overcoming some of the technical difficulties involved in combining recycled polymers while maintaining consistent material quality. The Japanese materials company says both the polyester and nylon components of the new fiber incorporate recycled raw materials. The 93 […]
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Skyports deploys automated BVLOS drones for Australia’s HumeLink power lines project

Skyports Drone Services, a provider of drone delivery and inspection services, is providing fully automated Beyond Visual Line of Sight (BVLOS) “drone-in-a-box” surveying for the HumeLink West power lines project in New South Wales, Australia. HumeLink West forms part of Transgrid’s HumeLink project, which will deliver approximately 140 km of new 500 kV double-circuit transmission […]
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MiniMax M3.1 Flash shows China's AI price race has no floor in sight

MiniMax's M3.1 Flash jumps 13 points over its predecessor to 42 on the Artificial Analysis Intelligence Index, at half the cost. It also hits 73.7 percent on the DeepSWE v1.1 coding benchmark for under $0.30 per task, matching Deepseek V4.1 Flash 1017 on both performance and price.

The article MiniMax M3.1 Flash shows China's AI price race has no floor in sight appeared first on The Decoder.

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Josh Baylin Starphone: Elon’s AI Phone Supplier List Revealed

Most people still think Elon Musk’s biggest projects are rockets and robots. According to long-time technology analyst Josh Baylin, they may be looking in the wrong place. Baylin, the same researcher who briefed Congress in 2004 about the coming smartphone revolution (three years before the iPhone), now argues that Musk is quietly assembling the pieces […]
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NVIDIA Run:ai Is Now Open Source as Part of NVIDIA DSX AI Factory Platform

NVIDIA is making the full NVIDIA Run:ai platform available as open source software, giving customers, developers, and ecosystem partners access to...

NVIDIA is making the full NVIDIA Run:ai platform available as open source software, giving customers, developers, and ecosystem partners access to production-grade AI workload and GPU orchestration capabilities. This release expands the NVIDIA DSX AI Factory Platform by establishing NVIDIA Run:ai as an open foundation that enables the broader ecosystem to bring differentiated solutions to market…

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Stäubli robots and AI inspect 100,000 peaches an hour at Greek processing plant

At the Agrophoenix fruit processing plant in Greece, eight Stäubli SCARA robots do the opposite of cherry-picking: They pick peaches and select not the good ones, but the bad ones. The robots are part of the AI- and vision-based STAQ inspection system developed by Dutch startup QING. Eight parallel STAQ cells perform fruit grading at […]
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