Automotive / Transportation

Nov 10, 2026

Running AV Reasoning Models Within Onboard Compute and Latency Limits

Autonomous vehicle (AV) developers need reasoning models that can operate within the compute and latency constraints of an onboard system. Larger models...
13 MIN READ
Oct 30, 2026

Run AI Models for Edge Application Development with Just a Few Commands

AI is expanding beyond the data center as developers build a new generation of agents to act at the edge: monitoring driver attention and cabin conditions,...
5 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
A GIF showing autonomous driving.
Aug 04, 2026

Generate Trajectories, Reasoning Traces, and Auto-Labels with NVIDIA Alpamayo 2 Super

Autonomous vehicle (AV) development often relies on separate models for trajectory generation, high-level intent prediction, scene understanding, and data...
13 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
May 31, 2026

How to Post-Train Autonomous Vehicle Models in Closed-Loop with NVIDIA Alpamayo

Developing autonomous vehicle (AV) policies requires bridging an important gap between training and deployment. Vision-language-action (VLA) models that can...
9 MIN READ
May 05, 2026

How to Build In-Vehicle AI Agents with NVIDIA: From Cloud to Car 

The automotive cockpit is undergoing a fundamental shift from rule-based interfaces to agentic, multimodal AI systems capable of reasoning, planning, and...
15 MIN READ
Mar 25, 2026

How Centralized Radar Processing on NVIDIA DRIVE Enables Safer, Smarter Level 4 Autonomy

In the current state of automotive radar, machine learning engineers can't work with camera-equivalent raw RGB images. Instead, they work with the output of...
11 MIN READ
Mar 12, 2026

Build Next-Gen Physical AI with Edge‑First LLMs for Autonomous Vehicles and Robotics

Physical AI is rapidly evolving, from next-generation software-defined autonomous vehicles (AVs) to humanoid robots. The challenge is no longer how to run a...
7 MIN READ
Jan 08, 2026

Accelerating LLM and VLM Inference for Automotive and Robotics with NVIDIA TensorRT Edge-LLM

Large language models (LLMs) and multimodal reasoning systems are rapidly expanding beyond the data center. Automotive and robotics developers increasingly...
6 MIN READ
Jan 05, 2026

Building Autonomous Vehicles That Reason with NVIDIA Alpamayo

Autonomous vehicle (AV) research is undergoing a rapid shift. The field is being reshaped by the emergence of reasoning-based vision–language–action (VLA)...
12 MIN READ
Dec 03, 2025

How to Enhance 3D Gaussian Reconstruction Quality for Simulation

Building truly photorealistic 3D environments for simulation is challenging. Even with advanced neural reconstruction methods such as 3D Gaussian Splatting...
7 MIN READ
Dec 01, 2025

How to Scale Data Generation for Physical AI with the NVIDIA Cosmos Cookbook

Building powerful physical AI models requires diverse, controllable, and physically-grounded data at scale. Collecting large-scale, diverse real-world datasets...
9 MIN READ
Oct 28, 2025

Accelerating AV Simulation with Neural Reconstruction and World Foundation Models

Autonomous vehicle (AV) stacks are evolving from a hierarchy of discrete building blocks to end-to-end architectures built on foundation models. This...
7 MIN READ
Oct 23, 2025

Reconstruct a Scene in NVIDIA Isaac Sim Using Only a Smartphone

Building realistic 3D environments for robotics simulation can be a labor-intensive process. Now, with NVIDIA Omniverse NuRec, you can complete the entire...
10 MIN READ
Sep 03, 2025

Accelerate Autonomous Vehicle Development with the NVIDIA DRIVE AGX Thor Developer Kit

Autonomous vehicle (AV) technology is rapidly evolving, fueled by ever-larger and more complex AI models deployed at the edge. Modern vehicles now require not...
8 MIN READ