Developer Tools & Techniques

Jul 16, 2026

Integrating Context-Aware Video AI Agents Into Enterprise Workflows

A video analytics AI agent that can perceive, reason, and act based on massive amounts of video footage must be integrated with existing workflows and...

14 MIN READ

Jul 15, 2026

Develop Lightweight USD Runtimes Faster with AI Agents

OpenUSD is an open, extensible framework that provides a common scene description language for physical AI. It enables teams to bring CAD data, simulation...

10 MIN READ

Jul 15, 2026

Building Faster Cryptography with Carryless Multiplication in NVIDIA CUDA 13.3

For over fifteen years, x86 CPUs have shipped with a dedicated hardware instruction for carryless multiplication. It’s a small but stubborn primitive that sits...

9 MIN READ

Jul 14, 2026

How to Run an Autoresearch Workflow with RL Agent Skills and NVIDIA NeMo

Coding AI agents are becoming practical operators for long-running machine learning (ML) workflows. They can inspect repositories, set up runtimes, resolve...

15 MIN READ

Jul 13, 2026

NVIDIA Ising Decoding Cuts Color Code Logical Error Rates by Over 300x

Useful quantum computers will require fault tolerant logical operations. Researchers are actively exploring many different quantum error correction (QEC) codes...

6 MIN READ

Jul 10, 2026

Reducing High-Bandwidth Memory Bottlenecks in JAX-Based LLM Training with Host Offloading

Large language model (LLM) training workloads increasingly run into GPU memory limits before compute is fully used. Model weights, gradients, optimizer states,...

9 MIN READ

Jul 10, 2026

Kernel Fusion in NVIDIA CUDA: Optimizing Memory Traffic and Launch Overhead

There are many ways to optimize code for GPUs. In this post, you’ll learn how kernel fusion can improve memory bandwidth and reduce kernel launch overhead,...

10 MIN READ

Jul 10, 2026

AI Model Co-Design: Hardware-Friendly LLM Design

AI performance comes down to three dimensions: Accuracy: How well the model reasons and produces outputs Throughput: How many tokens per second a...

17 MIN READ

Jul 10, 2026

Accelerating End-to-End Co-Folding Performance with NVIDIA BioNeMo Agent Toolkit

Biomolecular structure prediction and co-folding with models like OpenFold3 are now mainstream, large-scale workloads powering drug discovery and protein...

9 MIN READ

Jul 08, 2026

Running Low-Latency Analytical Workloads with GPU-Accelerated Presto on NVIDIA GB200 NVL72

Presto is an open source, distributed SQL engine for running fast, interactive queries on very large datasets. On NVIDIA GPUs, Presto delivers peak performance...

8 MIN READ

Jul 07, 2026

Maximize Spectral Efficiency with AI-Native RAN and NVIDIA AI Aerial

Spectrum is one of the most valuable assets in wireless communications. Over the last 30 years, telecom operators in the US have spent more than $240B to...

10 MIN READ

Jul 07, 2026

Building an Analysis AI Agent for Industrial Alarm Management with NVIDIA Nemotron

Industrial machinery generates more alarms than technicians can triage. For each important alarm requiring follow-up, the technician pulls historical context,...

11 MIN READ

Jul 06, 2026

Enhancing Goodput in Large-Scale LLM Training with Nonuniform Tensor Parallelism

Training LLMs at massive scale brings unique infrastructure challenges, especially as jobs span thousands of GPUs and run for extended periods. The longer...

7 MIN READ

Jun 30, 2026

Optimizing a Neural Reconstruction Pipeline Using NVIDIA Nsight Developer Tools

NVIDIA Omniverse NuRec is a neural reconstruction pipeline for building high-fidelity 3D representations of real-world environments from multisensor data such...

10 MIN READ

Jun 26, 2026

Creating the NVIDIA Nemotron 3 Ultra NVFP4 Checkpoint with NVIDIA Model Optimizer

As context windows grow longer, moving large model weights efficiently becomes critical to performance. A common way to address this is quantization, an...

16 MIN READ

Jun 25, 2026

Streamlining Resource Binding with End-to-End Support for Vulkan Descriptor Heaps

Shaders are GPU programs that process visual data—such as rays, pixels, geometry, and textures—to produce specific rendering effects. Shaders find necessary...

9 MIN READ