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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 05, 2025

Delivering 1.5 M TPS Inference on NVIDIA GB200 NVL72, NVIDIA Accelerates OpenAI gpt-oss Models from Cloud to Edge

NVIDIA and OpenAI began pushing the boundaries of AI with the launch of NVIDIA DGX back in 2016. The collaborative AI innovation continues with the OpenAI...

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

Navigating GPU Architecture Support: A Guide for NVIDIA CUDA Developers

If you’ve used the NVIDIA CUDA Compiler (NVCC) for your NVIDIA GPU application recently, you may have encountered a warning message like the following: nvcc...

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

Aug 01, 2025

7 Drop-In Replacements to Instantly Speed Up Your Python Data Science Workflows

You've been there. You wrote the perfect Python script, tested it on a sample CSV, and everything worked flawlessly. But when you unleashed it on the full 10...

8 MIN READ

Aug 01, 2025

Optimizing LLMs for Performance and Accuracy with Post-Training Quantization

Quantization is a core tool for developers aiming to improve inference performance with minimal overhead. It delivers significant gains in latency, throughput,...

14 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

Just Released: NVIDIA cuPQC v0.4

This update introduces Poseidon2 to cuHash and a Merkle Tree API compatible with all cuHash hash functions.

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 30, 2025

Using CI/CD to Automate Network Configuration and Deployment

Continuous integration and continuous delivery/deployment (CI/CD) is a set of modern software development practices used for delivering code changes more...

6 MIN READ

Jul 29, 2025

Build More Accurate and Efficient AI Agents with the New NVIDIA Llama Nemotron Super v1.5

AI agents now solve multi-step problems, write production-level code, and act as general assistants across multiple domains. But to reach their full potential,...

5 MIN READ