Recent posts

Sep 10, 2026

From Wafer-Out to First Token: Codifying Supply Chain Expertise with Nemotron and Palantir Foundry

NVIDIA has one of the largest and most complex supply chains in the world, and its performance is measured from wafer-out to first token. The interval is in...

12 MIN READ

Sep 09, 2026

When to Use Encode-Prefill-Decode Disaggregation to Accelerate Multimodal Model Serving

Encode-prefill-decode (EPD) disaggregation is an inference optimization technique for multimodal models that separates the vision encoder stage from the...

14 MIN READ

Sep 09, 2026

CUDA Toolkit 13.4 Adds Windows on Arm Support and Greater Control over Shared GPUs

Every NVIDIA CUDA Toolkit release adds functionality and performance improvements that help developers get more from NVIDIA GPUs and the broader NVIDIA...

15 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

Sep 04, 2026

Building a Memory-Driven Agent with NVIDIA NemoClaw

Enterprise work spans messages, decisions, projects, and obligations that change over time. An AI agent that starts without this context must reconstruct it...

6 MIN READ

Sep 04, 2026

Frontier Reasoning Reaches the Edge: How to Deploy and Optimize Models on NVIDIA Jetson

Running reasoning and agentic AI at the edge has been harder than it needs to be. Until recently, models capable of multi-step reasoning were too large to run...

10 MIN READ

Sep 03, 2026

How to Carry User Identity Across Federated Kubernetes and AI Platforms

Modern AI platforms are no longer a single application behind one login screen. A user may start in a central portal, open a governed dataset, launch a...

13 MIN READ

Sep 03, 2026

NVIDIA PAIR Virtual Inference Router Expands Available Compute on Your Local Network

AI agents are learning to do more by working together. A lead agent can break a complex task into smaller jobs and assign those jobs to specialized subagents....

11 MIN READ

Sep 02, 2026

The Modern CUDA Toolbox in Practice: A Step-by-Step Optimization Walkthrough

NVIDIA CUDA remains the foundation of GPU-accelerated computing, powering everything from scientific simulations to large-scale AI training. But writing...

18 MIN READ

Sep 02, 2026

Co-Designing AI Models Using Speculative Decoding for Faster LLM Inference

This post is the third in a series on AI model co-design. It explores how to accelerate LLM inference while maintaining accuracy using speculative decoding and...

15 MIN READ

An illustration showing agentic security.

Sep 01, 2026

Building an Adaptive Agentic Cybersecurity System with NVIDIA Nemotron

AI is changing the pace of cybersecurity. Agentic systems can coordinate work and pursue complex objectives over long horizons. Security teams are beginning to...

11 MIN READ

Sep 01, 2026

How to Size GPUs for AI Inference and TCO Without Overspending

The surge in AI adoption is transforming everything from chatbots to content generation. Still, a common pain point remains: How can organizations confidently...

13 MIN READ

Aug 31, 2026

Run NVIDIA BioNeMo NIM Microservices for Protein Structure Prediction in Claude Science

Agentic AI is changing how research is done. AI scientists can read papers, propose hypotheses, call models, and determine which experiments to prioritize...

12 MIN READ

Figure showing the original view and the new view after using NuRec to re-render a video.

Aug 31, 2026

Scale AV Perception Across Vehicle Platforms with NVIDIA Omniverse NuRec

A perception stack is shaped by the vehicle that carries it. Move the same software to a new carline—for example, from an SUV to a sedan or another vehicle...

15 MIN READ

Aug 28, 2026

Deploy an Open Model from Checkpoint to Inference in Two Commands with NVIDIA TensorRT Model Connect

Open AI models are evolving faster than ever, but bringing them into native applications can still require model-specific conversion, preprocessing,...

6 MIN READ

Aug 26, 2026

NVIDIA NVLink Fusion Brings NVHBM to Next-Generation AI Infrastructure

AI factories must support increasingly large models and more complex reasoning workloads. To keep up with the insatiable compute demands of AI workloads,...

7 MIN READ