Intermediate Technical

Aug 13, 2025

Streamline CUDA-Accelerated Python Install and Packaging Workflows with Wheel Variants

If you’ve ever installed an NVIDIA GPU-accelerated Python package, you’ve likely encountered a familiar dance: navigating to pytorch.org, jax.dev,...

15 MIN READ

Aug 11, 2025

How to Instantly Render Real-World Scenes in Interactive Simulation

Turning real-world environments into interactive simulation no longer requires days or weeks of work. With NVIDIA Omniverse NuRec and 3DGUT (3D Gaussian with...

7 MIN READ

Aug 08, 2025

R²D²: Boost Robot Training with World Foundation Models and Workflows from NVIDIA Research

As physical AI systems advance, the demand for richly labeled datasets is accelerating beyond what we can manually capture in the real world. World foundation...

10 MIN READ

Aug 07, 2025

Efficient Transforms in cuDF Using JIT Compilation

RAPIDS cuDF offers a broad set of ETL algorithms for processing data with GPUs. For pandas users, cuDF accelerated algorithms are available with the zero code...

9 MIN READ

Aug 07, 2025

Train with Terabyte-Scale Datasets on a Single NVIDIA Grace Hopper Superchip Using XGBoost 3.0

Gradient-boosted decision trees (GBDTs) power everything from real-time fraud filters to petabyte-scale demand forecasts. XGBoost open source library has long...

7 MIN READ

Aug 07, 2025

How Hackers Exploit AI's Problem-Solving Instincts

As multimodal AI models advance from perception to reasoning, and even start acting autonomously, new attack surfaces emerge. These threats don’t just target...

10 MIN READ

Aug 06, 2025

What’s New and Important in CUDA Toolkit 13.0

The newest update to the CUDA Toolkit, version 13.0, features advancements to accelerate computing on the latest NVIDIA CPUs and GPUs. As a major release, it...

18 MIN READ

Aug 05, 2025

NVIDIA vGPU 19.0 Enables Graphics and AI Virtualization on NVIDIA Blackwell GPUs

Virtualization has long promised efficiency and scalability. However, challenges persist due to the increasing demands of graphics and compute workloads, along...

6 MIN READ

Aug 04, 2025

CUDA Pro Tip: Increase Performance with Vectorized Memory Access

Many CUDA kernels are bandwidth bound, and the increasing ratio of flops to bandwidth in new hardware results in more bandwidth bound kernels. This makes it...

6 MIN READ

Aug 04, 2025

NVIDIA CUDA-Q 0.12 Expands Toolset for Developing Hardware-Performant Quantum Applications

NVIDIA CUDA-Q 0.12 introduces new simulation tools for accelerating how researchers develop quantum applications and design performant quantum hardware. With...

7 MIN READ

Aug 04, 2025

How to Enhance RAG Pipelines with Reasoning Using NVIDIA Llama Nemotron Models

A key challenge for retrieval-augmented generation (RAG) systems is handling user queries that lack explicit clarity or carry implicit intent. Users often...

13 MIN READ

Jul 31, 2025

Just Released: NVIDIA HPC SDK v25.7

The HPC SDK v25.7 includes support for CUDA 12.9U1, updated library components, bugfixes, and performance improvements.

1 MIN READ

Jul 31, 2025

Securing Agentic AI: How Semantic Prompt Injections Bypass AI Guardrails

Prompt injection, where adversaries manipulate inputs to make large language models behave in unintended ways, has long posed a threat to AI systems since the...

8 MIN READ

Jul 29, 2025

FourCastNet 3 Enables Fast and Accurate Large Ensemble Weather Forecasting with Scalable Geometric ML

FourCastNet3 (FCN3) is the latest AI global weather forecasting system from NVIDIA Earth-2. FCN3 offers an unprecedented combination of probabilistic skill,...

7 MIN READ

Jul 29, 2025

Building CAD to USD Workflows with NVIDIA Omniverse

Transferring 3D data between applications has long been a challenge, especially with proprietary formats such as native computer-aided design (CAD) files. CAD...

17 MIN READ

Jul 29, 2025

Turn Complex Documents into Usable Data with VLM, NVIDIA NeMo Retriever Parse

Enterprises generate and store vast amounts of unstructured data in documents like research reports, business contracts, financial statements, and technical...

10 MIN READ