NVIDIA fixed 114 CVEs across GPU display drivers and vGPU. GeForce users need 616.56 (R615), 610.88 (R610), or 582.78 (R580). Here is how to verify versions.
NVIDIA announced official CUDA Rust toolchains: cuda-oxide for direct PTX codegen from MIR, and cutile-rs for memory-safe tile operations on Stable Rust.
NVIDIA fixed a CVSS 9.0 container escape (CVE-2024-0132) in Container Toolkit 1.16.2. How TOCTOU symlinks expose the host root filesystem, and how CDI eliminates it.
Khala open-source song generator needs 24GB+ NVIDIA VRAM, ~52GB weights, and still carries a 2026-05-07 quality warning. Notes on the 64-layer RVQ pipeline and generate API.
NVIDIA's build.nvidia.com serves a free inference API that covers 100+ models including MiniMax M2.7, GLM-5, Kimi K2.5, DeepSeek, GPT-OSS, and Sarvam-M. Because integrate.api.nvidia.com/v1 is OpenAI-compatible, OpenClaw, OpenCode, Zed, and Cursor can call it directly.
Tested WAI-Anima v1 on Windows + RTX 4060 Laptop GPU (8GB VRAM). Headless execution via ComfyUI API hit a tqdm OSError on startup, but launching ComfyUI normally generates a single image in 55 seconds. Includes the workaround and timing notes.
Based on EE Times' interview with AMD AI Software VP Anush Elangovan, we assess the ROCm vs CUDA ecosystem gap. Includes hands-on experience with ROCm breaking four times on Strix Halo, plus practical guidance on choosing between NVIDIA, AMD, and Apple Silicon.
The Cosmos 2.5 series world model announced by NVIDIA at GTC 2026 is mainly for industrial use, but it has reached the stage where the 2B parameter model can be run on the Jetson Orin Nano, which costs less than $500. We have organized the edge deployment of physical AI, from industrial robots to pet robots.
NVIDIA's NemoClaw protects OpenClaw agents with a four-layer sandbox, while Stripe's Machine Payments Protocol enables payments without handing over private keys to agents. How can I safely charge from within the sandbox?
Vera CPU announced by NVIDIA at GTC 2026. The 88-core custom design realizes twice the efficiency and 50% faster speed than the previous model, and is scheduled to be available from the second half of 2026.
Agentic pipeline, which combines ReACT loop and searcher, achieved 1st place in ViDoRe v3 and 2nd place in BRIGHT. We established versatility for multiple domains using the same pipeline.
