Announcement

Oct 06, 2026

AICR v1.0: Open, stable, and verifiable GPU cluster configuration

GPU-accelerated Kubernetes clusters depend on compatible versions across dozens of components, each on its own release cycle: host kernels, GPU drivers,...
6 MIN READ
Sep 22, 2026

Topology-Aware Workload Scheduling with NVIDIA Topograph

AI factories are power-limited systems that deliver maximum value when fully optimized. GPU workload placement is a key optimization. Poor workload placement...
12 MIN READ
Sep 08, 2026

Introducing CUDA Rust: Two Tracks for Writing GPU Kernels

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...
13 MIN READ
Aug 25, 2026

CUDA Python 1.0: Stable APIs, One Foundation, Full Platform Access

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,...
12 MIN READ
Aug 11, 2026

NVIDIA JetPack 7.2.1 Adds Agentic Video Skills and T3000 Emulation

Video is a core data path across NVIDIA Jetson applications, from robotics and intelligent video analytics to industrial automation, healthcare, media...
7 MIN READ
A GIF showing autonomous driving.
Aug 04, 2026

Generate Trajectories, Reasoning Traces, and Auto-Labels with NVIDIA Alpamayo 2 Super

Autonomous vehicle (AV) development often relies on separate models for trajectory generation, high-level intent prediction, scene understanding, and data...
13 MIN READ
Jul 31, 2026

NVIDIA Video Codec SDK 13.1: Zero-Copy Transcode, AV1 B-Frames, and Frame-Accurate Seek

The demand for high-quality video continues to accelerate across industries, powering everything from immersive streaming experiences to remote collaboration,...
14 MIN READ
Jul 15, 2026

Build a Multi-Camera 3D Tracking Application with NVIDIA DeepStream 9.1 Skills

Developers building video analytics applications across large spaces must track the same object as it moves between camera views. Single-camera 2D tracking...
12 MIN READ
Jul 07, 2026

Develop Humanoid Robot Policies End-to-End with NVIDIA Isaac GR00T

As more teams move from humanoid robot bring-up to task-specific skill development, the need for repeatable development workflows is growing. Building...
11 MIN READ
Jun 23, 2026

Build an AI Scientist for Life Science Discovery with NVIDIA BioNeMo Agent Toolkit

AI scientists are emerging as a new interface for scientific computing. These agents can read papers, write code, generate hypotheses, call APIs, inspect...
9 MIN READ
Jun 22, 2026

Enable Real-Time AI for High-Speed Data Acquisition with DAQIRI

When AlphaFold2 revolutionized drug discovery in 2020, its success relied entirely on the roughly 170,000 protein structures collected by scientists since 1971...
10 MIN READ
Jun 11, 2026

One-Click Multi-Tenant Security with  NVIDIA Quantum InfiniBand

NVIDIA Quantum InfiniBand now offers intent-based security profiles in Unified Fabric Manager (UFM) that enable multi-tenant fabric security in a single...
7 MIN READ
May 31, 2026

NVIDIA DSX OS Delivers Open, Modular Software for Operating AI Factories at Scale

AI is now essential infrastructure, powered by AI factories that generate intelligence in the form of tokens. As demand grows, these factories must scale...
8 MIN READ
May 29, 2026

How to Automate AI Model Documentation with the NVIDIA MCG Toolkit

As AI models grow in complexity and regulatory scrutiny intensifies under frameworks including  California’s AB-2013 and the EU AI Act, software teams...
7 MIN READ
Image of two men working at a computer.
May 26, 2026

Extract More Kernel Performance with NVIDIA CompileIQ Auto-Tuning 

NVIDIA CompileIQ tackles one of the hardest problems in performance engineering: finding the compiler options that unlock the best performance for a specific...
12 MIN READ
Apr 01, 2026

Accelerate Token Production in AI Factories Using Unified Services and Real-Time AI

In today’s AI factory environment, performance is not theoretical. It is economic, competitive, and existential. A 1% drop in usable GPU time can mean millions...
8 MIN READ