The auto-updated technology brief
This article explains how kernel fusion in NVIDIA CUDA can improve GPU performance by enhancing memory bandwidth utilization and reducing kernel launch overhead, providing practical ways to apply these optimizations in CUDA code.
Coding AI agents are becoming practical operators for long-running machine learning workflows, enabling tasks like repository inspection, runtime setup, issue resolution, experiment launching, monitoring, and result summarization, which is crucial for reinforcement learning research.
OpenUSD is an open, extensible framework enabling teams to integrate CAD data, simulation assets, and telemetry into a shared, physically accurate world view. NVIDIA discusses accelerating lightweight USD runtime development using AI agents.
NVIDIA OptiX is a GPU ray tracing engine framework. The NVIDIA OptiX Toolkit (OTK) offers debugging tools to diagnose issues like invalid API arguments, black frames, or GPU-side bugs in ray tracing applications.
NVIDIA's Nemotron 3 Ultra model excels in accuracy and efficiency for agentic register transfer level (RTL) coding, accelerating chip design by leveraging AI agents and LLMs to improve code generation and verification.
This tutorial explains how to deploy a validated AI coding assistant in regulated or source-sensitive environments using NVIDIA NeMo Guardrails, addressing challenges like network source restrictions, supply-chain risks, and audit trails.
NVIDIA introduces ways to monitor and cancel long-running TensorRT engine builds in Python or C++, addressing issues with large models and new GPUs causing long build times.
AWS announces a new Local Zone in Athens, Greece, launches Claude Opus 5 on AWS, releases Lambda durable execution SDK for .NET, and updates multiple AWS services including Amazon Bedrock, Connect, SageMaker, and CloudWatch.
NVIDIA nvmath-python bridges Python scientific computing with CUDA-X math libraries, enabling high-performance math operations on CPUs, GPUs, and multi-node systems without disrupting workflows.