4+ hour, 57+ min ago   (1065+ words) With highly dynamic availability, NVIDIA must decide what and how much material to allocate to each manufacturing site. This is known as the critical material allocation problem, and it is manually reworked every week. The allocation runs through the current…...

14+ hour, 4+ min ago   (1124+ words) Every NVIDIA CUDA Toolkit release adds functionality and performance improvements that help developers get more from NVIDIA GPUs and the broader NVIDIA software platform. CUDA Toolkit 13.4 adds support for Windows on Arm. CUDA applications have long been supported on Arm…...

5+ day, 11+ hour ago   (1308+ words) In September 2026, NVIDIA announced it is leaning into native GPU programming in Rust. CUDA C++ and CUDA Python are mature, enterprise-grade toolchains, and NVIDIA will be growing and maturing CUDA Rust into 2027 and beyond The systems layer of AI spans…...

1+ week, 1+ day ago   (324+ words) Continuous offense-defense testing creates this feedback loop. Controlled attacks produce the telemetry and ground truth defensive agents need to expose gaps, improve coverage, and retest. However, the end-to-end cycle still requires significant manual effort. Could red and blue agents powered…...

1+ week, 2+ day ago   (571+ words) Cutting through the noise starts with one deceptively simple question: What problem are you solving? Different use cases map to wildly different infrastructure footprints. At a high level, most inference workloads fall into one of these four buckets: After mapping…...

1+ week, 5+ day ago   (1227+ words) Collecting and labeling a new real-world dataset for every carline is expensive and may not be possible early in vehicle development. New fleets may not be available, and rare conditions can’t always be captured. Real-world driving data remains essential for…...

1+ week, 2+ day ago   (767+ words) NVIDIA BioNeMo Agent Toolkit closes that gap. The toolkit packages more than a decade of NVIDIA BioNeMo life sciences models, libraries, and workflows into agent-callable skills for biology, chemistry, genomics, and drug discovery. Built to run with any agent framework,…...

2+ week, 14+ hour ago   (1465+ words) Navigation enables a robot to turn perception and motion into purposeful autonomy. Unlike locomotion, which produces stable movement, navigation must be used to continuously localize the robot, interpret changing surroundings, select a route, and avoid obstacles to reach a goal…...

2+ week, 2+ day ago   (1398+ words) For years, a Python developer who needed a GPU had two realistic choices: Learn NVIDIA CUDA C++ well enough to write an extension, set up a build toolchain, and maintain bindings back to Python, which most people never did; or…...

2+ week, 2+ day ago   (814+ words) Agentic sessions are characterized by multiturn inference. At the end of each turn, the agent’s output is appended to the continually growing context that is fed into all subsequent turns. As Figure 1 shows, context can grow to hundreds of thousands…...