Deep dive

Aug 18, 2026

Run Massive-Scale UMAP in Minutes Using Multiple GPUs—Without Losing Accuracy

Uniform Manifold Approximation and Projection (UMAP) is a dimensionality reduction technique widely used for visualization and feature extraction. Applications...

11 MIN READ

Aug 11, 2026

NVIDIA Nemotron 3.5 Lightning Delivers Fast, Accurate Specialized Task Execution for Long-Running Agents

Long-running AI agents spend most of their time on high-volume execution: tool calls, result validation, and subagent delegation. Using a frontier reasoning...

8 MIN READ

Aug 11, 2026

Route AI Agent Workloads Across Models with NVIDIA NeMo Switchyard

Building an AI agent does not end with choosing a single model. Each model has its own strengths, weaknesses, and cost profile, which can shift from one...

12 MIN READ

A GIF of a robot following directions” with a description of the actual robot, task, objects, and motion shown.

Aug 04, 2026

Beyond VLAs: How World Action Models Reshape Robot Manipulation

A central challenge in robotics is building policies that generalize beyond the demonstrations they’re trained on. A policy that succeeds in a training scene...

7 MIN READ

Aug 03, 2026

NVIDIA Vera Storage Benchmarks: Faster Encryption, Compression, Integrity Checking, and Recovery for AI-Native Storage

Storage is an active part of every agentic AI workflow. As agents retrieve enterprise knowledge, access persistent memory, reuse key-value (KV) cache data,...

13 MIN READ

Jul 31, 2026

Co-Designing AI Model Attention for Fast, Interactive Long-Context Inference

As agentic and long-context workloads become common, the context lengths increase and attention consumes a larger share of inference time (Figure 1). Because...

14 MIN READ

An image of an AI agent showing security.

Jul 30, 2026

Four Ways to Deploy More Secure AI Agents

Knowledge workers are increasingly integrating AI agents into their workflows. Agents that function as "digital coworkers" offer clear benefits. For example,...

11 MIN READ

A surgeon using simulation on a computer to place a catheter.

Jul 28, 2026

Developing Healthcare Robotics with GPU-Native Medical Physics Simulation

Unlike autonomous driving or industrial robotics, healthcare robotics can’t rely on internet-scale data collection or unlimited real-world experimentation....

12 MIN READ

Jul 27, 2026

Six Agent Harness Capabilities for Higher Model Performance

Building a great AI agent isn’t just about choosing the right models. The harness is the architecture surrounding the model. How it renders context, executes...

10 MIN READ

Jul 24, 2026

ModelExpress: Distributing Model Artifacts at the Speed of Light

Every byte moved has a cost. As model checkpoints grow to hundreds of gigabytes or even a terabyte, that cost adds up quickly. To make things even worse,...

12 MIN READ

Jul 21, 2026

Setting a World Record for MoE Pre-Training on NVIDIA GB300 NVL72

Frontier model pre-training has converged on mixture of experts (MoE), which is fundamentally changing what limits large-scale AI training. As compute per...

8 MIN READ

Jul 21, 2026

Inside NVIDIA Rubin GPU Architecture: Powering the Era of Agentic AI

What began as discrete AI model training and human-facing chat interfaces has evolved into always-on AI factories dedicated to producing intelligence at scale....

15 MIN READ

Jul 21, 2026

NVIDIA Vera CPU: Olympus Cores Built for Maximum Single-Thread Performance in Agentic AI

Agentic AI shifts more of the critical execution path onto the CPU. Agents operate in sandboxes to execute code, invoke tools, retrieve context, interact with...

13 MIN READ

Jul 20, 2026

NVIDIA NVLink: The Scale-Up Network for AI Factories

The demand for AI continues to accelerate. Workloads are getting larger, models are becoming more complex, and there is mounting pressure to deploy AI compute...

14 MIN READ

Jul 16, 2026

Scaling Agentic AI Factories Through Extreme Co-Design with NVIDIA BlueField

Agentic AI changes the infrastructure pattern for AI factories. One request can trigger many model calls, tool calls, memory lookups, policy checks, storage...

11 MIN READ

Jul 13, 2026

Extreme Event Likelihoods with Guided Generative Models

Across science, engineering, and finance, many of the most important risks come from low-likelihood, high-impact events. Estimating the probability of these...

7 MIN READ