Developer Tools & Techniques

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

Jun 25, 2026

Scaling AI Inference Across Multiple GPUs Using NVIDIA TensorRT with Multi-Device Inference Support

Generative AI workloads are rapidly outgrowing the memory and compute budget of single GPUs. For inference developers building media generation pipelines, the...

11 MIN READ

Jun 24, 2026

Accelerating BEV Pooling on NVIDIA GPUs for Physical AI Applications

An increasingly common design pattern for autonomous vehicles (AVs), robotics, and spatial AI systems is bird's-eye-view (BEV) perception. BEV models project...

15 MIN READ

Jun 23, 2026

Boost Inference Performance up to 15x on NVIDIA Blackwell Using DFlash Speculative Decoding

As AI systems move from single-turn interactions to coordinated multiagent workflows, low-latency inference becomes increasingly important. Autoregressive LLMs...

7 MIN READ

Jun 22, 2026

How Telcos Build Autonomous Networks with Agentic AI

Telecom operators are adopting AI across network operations, customer care, and back-office workflows, but most are still early in the journey to autonomy. In...

10 MIN READ

Jun 22, 2026

CCCL Runtime: A Modern C++ Runtime for CUDA

The NVIDIA CUDA Core Compute Libraries (CCCL) provides delightful and efficient abstractions for CUDA developers in C++ and Python. It features: Parallel...

12 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 15, 2026

Boosting MoE Training Throughput with Advanced Fusion Kernels

Mixture-of-experts (MoE) models have quickly become a foundational component of modern, large-scale AI systems. They are widely adopted because they enable...

9 MIN READ

Jun 12, 2026

Run DiffusionGemma on NVIDIA for Developer-Ready, High-Throughput Text Generation

Developers building real-time AI—such as chat assistants, copilots, and agentic workflows—are often constrained by token-by-token generation speed. This limits...

4 MIN READ

Jun 12, 2026

Deploy Long-Context Reasoning and Agentic Workflows with MiniMax M3 on NVIDIA Accelerated Infrastructure

As enterprise AI adoption scales, developers are increasingly forced to stitch together fragmented pipelines—separate models for text, vision, and code—leading...

4 MIN READ

Jun 09, 2026

Delivering Lifecycle Control for AI Infrastructure at Scale with NVIDIA DGX Spark Enterprise Manageability

As AI infrastructure scales, enterprise expectations for operational maturity are increasing. Organizations expect these systems to be provisionable,...

8 MIN READ

Jun 09, 2026

Evaluate Clinical ASR Models Faster with Agent Skills and NVIDIA Nemotron Speech

Training a speech AI model to correctly recognize or synthesize clinical terminology is surprisingly difficult. Drug names like Acetaminophen, Amlodipine,...

13 MIN READ

Jun 08, 2026

Train Models Faster with JAX and MaxText Using NVFP4 on NVIDIA Blackwell

Pre-training frontier LLMs comes down to throughput. When training spans trillions of tokens across thousands of accelerators, every percentage point of step...

7 MIN READ

Jun 04, 2026

NVIDIA Nemotron 3 Ultra Powers Faster, More Efficient Reasoning for Long-Running Agents

Single-turn chatbots are evolving into long-running agents that can reason, maintain context, use tools, and run efficiently across many turns to complete...

10 MIN READ

Jun 02, 2026

Build Personal AI Agents on Windows PCs with New Tools from Microsoft and NVIDIA

AI agents are changing how you interact with your PC. Creators, developers, and AI enthusiasts are already using these agents extensively to assist with...

9 MIN READ