Chinese autonomous driving company WeRide has launched GENESIS, a simulation platform designed to accelerate the training, testing and validation of autonomous vehicles by recreating real-world driving scenarios in virtual environments within minutes.
The platform, known as WeRide GENESIS, combines physical AI with generative AI to simulate complex urban settings and rare driving events that are difficult, costly or impractical to capture through real-world road testing. The company said the system is intended to support autonomous driving development from Level 2++ advanced driver-assistance systems to Level 4 robotaxi operations on a single global platform.
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Autonomous vehicle commercialization has faced challenges due to differences in road layouts, traffic behavior, infrastructure, weather and regulation across cities and countries. WeRide said GENESIS addresses these constraints by allowing AI drivers to operate in virtual cities, where they can be exposed to diverse conditions, including high-risk and low-frequency events, without the limitations of physical testing.
GENESIS integrates four core AI modules. The AI Scenarios module simulates real-world driving situations such as sudden cut-ins, unprotected turns, pedestrian intrusions and extreme events including fires, earthquakes and severe weather. These scenarios are generated using billions of kilometers of accumulated driving data and more than eight years of edge cases from WeRide’s public-road operations. AI Agents model the behavior of human drivers, pedestrians and other road users, enabling engineers to evaluate system safety and robustness across different operational design domains.
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The platform also includes AI Metrics, which provides quantitative evaluation of safety compliance, passenger comfort and travel efficiency, and AI Diagnosis, which automates root-cause analysis when sub-optimal driving behavior is detected, offering insights into perception delays or prediction errors.
WeRide said the platform allows autonomous systems to be trained and validated globally without building separate, city-specific simulations. The company currently operates autonomous vehicles in more than 40 cities across 11 countries and holds permits in eight markets, including China, the United States and the United Arab Emirates.
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“WeRide GENESIS builds us a digital universe that can be generated, scaled, and evolved on demand,” said Yan Li, co-founder and chief technology officer of WeRide. “With it, our AI drivers can familiarize themselves with the driving environment of any city worldwide within minutes.”
