AI (Artificial Intelligence)

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How to Configure GPUDirect RDMA and Prove Multi-Node GPU Performance with NCCL

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TL;DR A working GPU driver, an RDMA device inside a pod, and a completed NCCL test do not prove that GPUDirect RDMA is working efficiently. Production validation must prove the complete path: GPU topology, GPU-to-NIC affinity, PCIe peer access, IOMMU and ACS behavior, RDMA fabric health, container resource exposure, NCCL transport selection, and repeatable multi-node […]

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Meet Needle 2: An Open 45M-Parameter Tool-Calling Model That Ships as a 14MB Binary and Runs a Full Session in 28MB of RAM

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Cactus Compute has released Needle 2, an open 45M-parameter model for tool calling, device use, and structured extraction. The entire model ships as a single 14MB binary that runs a full session in about 28MB of RAM. Weights are trained and deployed at CQ2-bit using Cactus Quants, and the model is sealed inside the company’s

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German startup Voodin swaps fibreglass for wood turbine blades, aiming for recyclable blades at commercial scale

ai, AI (Artificial Intelligence), Artificial Intelligence

A pioneering startup in Germany is crafting wind turbine blades using laminated veneer lumber, presenting a sustainable solution to the prevalent fiberglass composite problem. The initial prototypes are currently being tested in the field, demonstrating their potential. This innovation seeks to tackle the increasing challenge of waste generated by conventional wind turbine blades, with plans

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Quote of the day by Alan Turing: “I believe that at the end of the century..”

ai, AI (Artificial Intelligence), Artificial Intelligence

Alan Turing’s visionary foresight of machines possessing thought capabilities was quite revolutionary for his time. His insights projected a world where society would come to readily embrace artificial intelligence. This evolution highlights the transformative impact of technology on our understanding of intelligence. In today’s landscape, artificial intelligence has become ubiquitous, seamlessly integrating into human tasks

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Physical AI and humanoid robotics

Shaip scales single Physical AI collection program to 5,000 valid hours per month

ai, AI (Artificial Intelligence), Artificial Intelligence, Press Coverage

Shaip has scaled a single ongoing Physical AI data collection program to 5,000 valid hours of egocentric VR motion capture per month. The program supports a humanoid robotics developer and runs on a recurring monthly cycle, covering 300 to 400 tasks across more than 50 New York City, United States, August 13, 2026 — New

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