# Feature Story

[**Why Autonomous Vehicle Testing Needs a Shift Left**](/content/resources/why-autonomous-vehicle-testing-needs-a-shift-left/index.html)

The industry faces a stark reality: developing safe autonomous systems requires billions of test miles, yet a single failure can set back years of progress.

March 19, 2026

[**Parallel Domain Welcomes Zack Novak as CEO**](/content/resources/parallel-domain-welcomes-zack-novak-as-ceo/index.html)

March 14, 2026

[**How Parallel Domain Utilizes NVIDIA Technology to Deliver Production-Grade Software to Physical AI Developers**](/content/resources/how-parallel-domain-utilizes-nvidia-technology/index.html)

February 6, 2026

[**How To Set Up An Evaluation Framework To Test Autonomous Systems Using Simulation**](/content/resources/evaluation-framework-how-to/index.html)

January 5, 2026

[**From Sparse Data to Photorealism: Accelerating Physical AI with Parallel Domain and NVIDIA Fixer**](/content/resources/accelerating-physical-ai-with-nvidia-fixer/index.html)

November 6, 2025

[**Foretellix and Parallel Domain Partner to Bring Hyper Realistic Digital Twins to AV Simulation**](/content/resources/foretellix-partnership/index.html)

October 17, 2025

[**From Roads to Replicas: A Conversation with Zenseact**](/content/resources/from-roads-to-replicas/index.html)