Developer Tools & Techniques

Dec 17, 2025

Real-Time Decoding, Algorithmic GPU Decoders, and AI Inference Enhancements in NVIDIA CUDA-Q QEC

Real-time decoding is crucial to fault-tolerant quantum computers. By enabling decoders to operate with low latency concurrently with a quantum processing unit...

6 MIN READ

Dec 17, 2025

Migrate Apache Spark Workloads to GPUs at Scale on Amazon EMR with Project Aether

Data is the fuel of modern business, but relying on older CPU-based Apache Spark pipelines introduces a heavy toll. They’re inherently slow, require large...

7 MIN READ

A 3D simulation using the NVIDIA Aerial Omniverse Digital Twin.

Dec 17, 2025

Simulate an Accurate Radio Environment Using NVIDIA Aerial Omniverse Digital Twin

The development of 5G and 6G requires high-fidelity radio channel modeling, but the ecosystem is highly fragmented. Link-level simulators, network-level...

10 MIN READ

Dec 16, 2025

Advanced Large-Scale Quantum Simulation Techniques in cuQuantum SDK v25.11

Simulating large-scale quantum computers has become more difficult as the quality of quantum processing units (QPUs) improves. Validating the results is key to...

11 MIN READ

Four-image grid illustrating AI agents, robotics, data center infrastructure, and simulated environments.

Dec 16, 2025

AI Factories, Physical AI, and Advances in Models, Agents, and Infrastructure That Shaped 2025

2025 was another milestone year for developers and researchers working with NVIDIA technologies. Progress in data center power and compute design, AI...

4 MIN READ

Dec 16, 2025

Boost GPU Memory Performance with No Code Changes Using NVIDIA CUDA MPS

NVIDIA CUDA developers have access to a wide range of tools and libraries that simplify development and deployment, enabling users to focus on the “what”...

14 MIN READ

Dec 12, 2025

How to Scale Fast Fourier Transforms to Exascale on Modern NVIDIA GPU Architectures

Fast Fourier Transforms (FFTs) are widely used across scientific computing, from molecular dynamics and signal processing to computational fluid dynamics (CFD),...

8 MIN READ

Dec 12, 2025

How to Build Privacy-Preserving Evaluation Benchmarks with Synthetic Data

Validating AI systems requires benchmarks—datasets and evaluation workflows that mimic real-world conditions—to measure accuracy, reliability, and safety...

11 MIN READ

Dec 10, 2025

Enhancing Communication Observability of AI Workloads with NCCL Inspector

When using the NVIDIA Collective Communication Library (NCCL) to run a deep learning training or inference workload that uses collective operations (such as...

6 MIN READ

Dec 10, 2025

Better Bug Detection: How Compile-Time Instrumentation for Compute Sanitizer Enhances Memory Safety

CUDA C++ is standard C++ with extensions that enable functions to run on many parallel threads on a GPU. It has facilitated widespread adoption while allowing...

11 MIN READ

Dec 09, 2025

Top 5 AI Model Optimization Techniques for Faster, Smarter Inference

As AI models get larger and architectures more complex, researchers and engineers are continuously finding new techniques to optimize the performance and...

6 MIN READ

Dec 09, 2025

Improve AI-Native 6G Design with the NVIDIA Aerial Omniverse Digital Twin

AI-native 6G networks will serve billions of intelligent devices, agents, and machines. As the industry moves into new spectrums like FR3 (7–24 GHz), radio...

8 MIN READ

Dec 08, 2025

Automate Kubernetes AI Cluster Health with NVSentinel

Kubernetes underpins a large portion of all AI workloads in production. Yet, maintaining GPU nodes and ensuring that applications are running, training jobs are...

7 MIN READ

Dec 05, 2025

NVIDIA Kaggle Grandmasters Win Artificial General Intelligence Competition

NVIDIA researchers on Friday won a key Kaggle competition many in the field treat as a real-time pulse check on humanity’s progress toward artificial general...

3 MIN READ

Dec 04, 2025

NVIDIA CUDA 13.1 Powers Next-Gen GPU Programming with NVIDIA CUDA Tile and Performance Gains

NVIDIA CUDA 13.1 introduces the largest and most comprehensive update to the CUDA platform since it was invented two decades ago. In this release,...

11 MIN READ

Dec 04, 2025

Simplify GPU Programming with NVIDIA CUDA Tile in Python

The release of NVIDIA CUDA 13.1 introduces tile-based programming for GPUs, making it one of the most fundamental additions to GPU programming since CUDA was...

7 MIN READ