https://sudonull.com/nvidia-cuda-cores-accelerated-by-ai-by-38-without-human-involvement
Multi-agent Cursor system autonomously optimized 235 CUDA cores for Blackwell B200. Results, methodology, and significance for HPC developers.
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In this project
https://sudonull.com/nvidia-invested-in-quantum-startup-alice-bob-deal-analysis
NVIDIA through NVentures invested €100 million in French quantum startup Alice & Bob. Analyzing the strategy, hybrid computing, and capture of the CUDA-Q standard. Read more.
https://sudonull.com/rocm-is-catching-up-to-cuda-in-ai-onerocm-and-triton
AMD unified ROCm into OneROCm for all accelerators. Triton writes kernels for AMD/Nvidia. vLLM inference on par with CUDA. Six-week releases. Test the stack on Strix Halo.
https://sudonull.com/free-nvidia-api-100-models-for-developers
NVIDIA provides free API access to 100+ neural network models. Learn how to connect, tariff limitations, and usage scenarios. Practical guide for developers.
https://sudonull.com/nvidia-nemotron-3-nano-omni-multimodal-ai-9-times-more-efficient
NVIDIA introduced the open model Nemotron 3 Nano Omni, combining video, audio, and text. Learn about the 9x efficiency gain and architecture for enterprise AI agents.
From other projects
https://ymaho.com/nvidia-rally-591-billion-in-4-days-a-symptom-of-market-vulnerability
Nvidia shares surged by $591 billion in 4 days, but this hides a dangerous market concentration. Find out why the record growth is a signal of vulnerability, not strength. Read the analysis.
https://ymaho.com/nvidia-record-revenue-81-6-billion-ai-boom-analysis-and-risks
NVIDIA reported record revenue of $81.6 billion (+85%). We analyze the reasons for growth, hidden risks of customer concentration, margin decline, and stock forecast. Read details.
https://ymaho.com/nvidia-shares-hit-all-time-high-ai-chips-rubin-ultra
Nvidia shares rose 5% to $3.1 trillion after announcement of Rubin Ultra chips and Vera CPU. Analysis of drivers, risks, and forecast. Read more.
https://ymaho.com/nvidia-stock-drop-of-8-causes-and-analysis
Nvidia shares fell 8% after the report. Analysis of real reasons, impact on the AI market, forecasts and hidden factors. Read details.
https://ymaho.com/nvidia-shares-rose-6-5-insiders-sell-and-reversal-risks
NVIDIA reported revenue of $81.62 billion, NVDA shares soared to $208.64. But insiders are actively selling. We analyze the risks of correction and the real picture. Read the analysis.
https://ymaho.com/nvidia-shares-lead-s-p-500-and-semiconductor-rally
NVIDIA shares led the S&P 500 rally amid a record surge in the SOX index. Analysis of the rally's causes, beneficiaries, and forecast for 30-90 days. Read details.
https://ymaho.com/physical-ai-in-medicine-kawasaki-nvidia-and-microsoft-create-robots-for-hospitals
Kawasaki, NVIDIA and Microsoft have joined forces to create Physical AI in hospitals: robots for surgery, care and logistics. Analysis of risks and prospects. Learn how AI is changing medicine.
https://ymaho.com/correction-of-ai-stocks-fall-of-nvidia-and-broadcom-reasons-and-forecasts
Analysis of the correction in the AI market: why Nvidia and Broadcom fell, what awaits sector stocks, analyst opinions and investor strategies. Read details.
https://ymaho.com/cerebras-ipo-at-185-betting-on-inference-against-nvidia
Cerebras raised IPO price to $185 amid 20x oversubscription. Find out why investors are betting on AI inference chips and what the risk is. Analysis.
https://ymaho.com/apple-bought-rivos-for-2-9-billion-a-blow-to-nvidia-and-meta
Apple closed the deal to buy AI chip maker Rivos for $2.9 billion. Why this is a strategic blow to Nvidia and Meta — analysis of insights. Read the details.
From the web
CUDA Toolkit 13.3 Update 1 Downloads - NVIDIA Developer
https://developer.nvidia.com/cuda-downloads
Get the latest feature updates to NVIDIA's compute stack, including compatibility support for NVIDIA Open GPU Kernel Modules and lazy loading support.
CUDA Toolkit - Free Tools and Training | NVIDIA Developer
https://developer.nvidia.com/cuda/toolkit
Learn what's new in the CUDA Toolkit, including the latest and greatest features in the CUDA language, compiler, libraries, and tools—and get a sneak peek at what's coming up over the next year.
CUDA - Wikipedia
https://en.wikipedia.org/wiki/CUDA
CUDA was officially released by Nvidia in 2007. Under the leadership of Nvidia CEO Jensen Huang, CUDA became central to the company's strategy of positioning GPUs as versatile hardware for …
How to install CUDA - NVIDIA
https://nvidia.custhelp.com/app/answers/detail/a_id/2136/~/how-to-install-cuda
Sep 29, 2021 · You have to install the driver first, then the CUDA toolkit, and finally the CUDA SDK. For general discussion of setting up development environments, algorithms, optimizations and so on, …
Introduction to CUDA Programming - GeeksforGeeks
https://www.geeksforgeeks.org/electronics-engineering/introduction-to-cuda-programming/
Mar 2, 2026 · CUDA (Compute Unified Device Architecture) is a parallel computing and programming model developed by NVIDIA, which extends C++ to enable general-purpose computing on GPUs.
What is CUDA? - NVIDIA
https://nvidia.custhelp.com/app/answers/detail/a_id/2132/~/what-is-cuda%3F
Sep 29, 2021 · Mathematical libraries that have been optimized to run using CUDA. The CUDA software comes with the software driver, the CUDA toolkit (compiler, debugger, profiler), and the CUDA SDK …
What is a CUDA Core and How Do they Work? - CORSAIR
https://www.corsair.com/us/en/explorer/gamer/gaming-pcs/what-is-a-cuda-core-and-how-do-they-work/
Sep 23, 2025 · Discover what CUDA cores are, how they power NVIDIA GPUs, and why they matter for gaming, AI, and creative workloads. Learn how CUDA cores work, how they compare across …
Step-by-Step Guide to Installing CUDA and cuDNN for GPU Acceleration
https://www.digitalocean.com/community/tutorials/install-cuda-cudnn-for-gpu
Aug 5, 2025 · This guide shows you how to install CUDA and cuDNN for GPU, enabling tasks like neural network training, large-scale data analysis, and complex simulations. We’ll discuss compatibility …
How to Install CUDA Toolkit on Windows & Linux (2024)
https://cuda.live/tutorials/installing-cuda
Step-by-step guide to installing the NVIDIA CUDA Toolkit on Windows 10/11 and Ubuntu Linux. Covers drivers, PATH setup, WSL2, Docker, verification, and common error fixes.
GitHub - NVIDIA/cuda-samples: Samples for CUDA Developers …
https://github.com/NVIDIA/cuda-samples
On systems which support Vulkan, NVIDIA's Vulkan implementation is provided with the CUDA Driver. For building and running Vulkan applications one needs to install the Vulkan SDK.
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