Uploaded July 2026 | Updated September 2026, 16 hours ago
🦾 Introducing WITT (World Intelligence Toward Truth) – WeRide's Physical AI Cognitive Foundation Model.
Powered by Atomic Physical Facts (APF), WeRide WITT builds trusted understanding of the physical world as it transforms operational experience from vast volumes of real-world data into structured knowledge by integrating 4 core capabilities:
1️⃣ Fact Extraction: Identifies Atomic Physical Facts from real-world driving data, including traffic behaviors, multi-agent interactions, and complex physical conditions.
2️⃣ Fact Reasoning: Analyzes events, behavioral relationships, and evolving risks while enabling natural-language search and retrieval of long-tail scenarios.
3️⃣ Fact Verification: Evaluates outputs across six dimensions to reduce hallucinations and validate conclusions against observable reality. Today, WITT achieves an average factual error rate approximately one-third that of leading general-purpose AI models in autonomous driving scenario understanding tasks.
4️⃣ Fact Curation: Routes data into the most effective learning workflows, ensuring every piece of operational experience contributes to model improvement.
📉 WITT lowers token costs by up to 98%, processes up to 10,000 minutes of vehicle-operation video per day on a single GPU, up to 200× greater data-processing efficiency, and generates 100+ dynamic tags from a single request
Together with WeRide GENESIS, our proprietary general-purpose simulation model, WITT forms a Physical AI flywheel that continuously converts real-world experience into model intelligence, accelerating the development of both autonomous driving and broader Physical AI applications! 🌎🚘
#WeRide #WITT #PhysicalAI #AI #AutonomousDriving #EmbodiedAI #Robotaxi #Innovation #AutonomousVehicles #FutureOfAI
🦾 Introducing WITT (World Intelligence Toward Truth) – WeRide's Physical AI Cognitive Foundation Model.
Powered by Atomic Physical Facts (APF), WeRide WITT builds trusted understanding of the physical world as it transforms operational experience from vast volumes of real-world data into structured knowledge by integrating 4 core capabilities:
1️⃣ Fact Extraction: Identifies Atomic Physical Facts from real-world driving data, including traffic behaviors, multi-agent interactions, and complex physical conditions.
2️⃣ Fact Reasoning: Analyzes events, behavioral relationships, and evolving risks while enabling natural-language search and retrieval of long-tail scenarios.
3️⃣ Fact Verification: Evaluates outputs across six dimensions to reduce hallucinations and validate conclusions against observable reality. Today, WITT achieves an average factual error rate approximately one-third that of leading general-purpose AI models in autonomous driving scenario understanding tasks.
4️⃣ Fact Curation: Routes data into the most effective learning workflows, ensuring every piece of operational experience contributes to model improvement.
📉 WITT lowers token costs by up to 98%, processes up to 10,000 minutes of vehicle-operation video per day on a single GPU, up to 200× greater data-processing efficiency, and generates 100+ dynamic tags from a single request
Together with WeRide GENESIS, our proprietary general-purpose simulation model, WITT forms a Physical AI flywheel that continuously converts real-world experience into model intelligence, accelerating the development of both autonomous driving and broader Physical AI applications! 🌎🚘
#WeRide #WITT #PhysicalAI #AI #AutonomousDriving #EmbodiedAI #Robotaxi #Innovation #AutonomousVehicles #FutureOfAI










![WeRide Sensor Suite 4.0
[Small and smart, enabling more accurate and reliable perception]
Through highly integrated sensors, WeRide Sensor Suite 4.0 (Suite 4.0) achieves a significant reduction in size compared to its predecessor, WeRide Sensor Suite 3.0. The product is one sixth the size of the last generation and occupies less than 0.4 square meters of roof area, allowing passengers to enjoy the vehicle’s sunroof. Suite 4.0 has a net weight of 13 kilograms, which is just 20 percent of the weight of the previous model and is the lightest sensor suite among the industry.
Suite 4.0 has packed in more advanced sensing technologies that includes LiDARs, 4D mm-wave imaging radar, solid-state LiDAR, blind spot LiDARs and WeRide in-house designed camera module. Suite 4.0 enables a 360-degree Field of View (“FoV”) with a front detection range up to 300 meters, blind-spot-free detection, accurate motion tracking and object identification.
[Simpler installation and lower cost for mass production]
It needs only 12 procedures to assemble a WeRide Sensor Suite 4.0. It is currently the most standardized solution in the industry, with production line installation completed within just 20 minutes per unit. Suite 4.0 itself can be assembled prior to the transportation to a vehicle production line for final installation thanks to the modular design. This not only ensures product quality consistency like the accuracy of the relative positions of the sensors, but also significantly improves self-driving vehicles’ production efficiency.
[Proprietary sensor cleaning system]
WeRide Sensor Suite 4.0 is equipped with a new proprietary sensor cleaning system, which can automatically detect dirt and stains on the sensor surfaces to trigger the cleaning system. The system adopts a mixture of high-pressure gas and liquid cleaning methods, and a single cleaning shot which takes just 1 second to clean the sensors. The method effectively removes water droplets, mud, dust, frost, oil and other obstructions from the sensors.
WeRide will further accelerate fully self-driving testing with the application of WeRide Sensor Suite 4.0, and promote a new way of smart transportation with safer, more efficient, affordable, and environmentally friendly solutions in shared mobility, on-demand public transportation, and urban logistics. WeRide Sensor Suite 4.0](https://i.ytimg.com/vi/dVogB5qMSrs/mqdefault.jpg)