AI Models

Mobileye Drive™ advances autonomous mobility in Germany

With more than 60 percent of all valid permits at the forefront of Germany’s SAE Level 4 testing landscape

KBA data confirms that Mobileye Drive accounts for more than 60 percent of all valid Level 4 permits assessed in Germany.

With more than 60 percent of all valid permits at the forefront of Germany’s SAE Level 4 testing landscape

All our blogs

All blogs

ADAS

Autonomous Driving

Robotaxi

Physical AI

Computer Vision

AI Models

Sensors

Mapping & REM

EyeQ & Compute

Safety

Partnerships

Leadership & Vision

Amnon Shashua

Humanoids

All blogs

ADAS

Autonomous Driving

Robotaxi

Physical AI

Computer Vision

AI Models

Sensors

Mapping & REM

EyeQ & Compute

Safety

Partnerships

Leadership & Vision

Amnon Shashua

Humanoids

Autonomous driving systems must learn to detect, understand, and respond to rare edge cases to scale safely in the real world.

Diagnosing the long tail: how Mobileye turns edge cases into targeted training

Efficient Scaling via Automatic Scenario Discovery

Driving the long tail

Prof. Shai Shalev-Shwartz and Prof. Amnon Shashua

Knowing the obstacle exists means we can navigate around it.

Why learning from data gets harder in the tail

Prof. Shai Shalev-Shwartz and Prof. Amnon Shashua

Breaking autonomy into clearly defined components such as sensing, planning, and acting, each corresponding with a dedicated model (or models).

Compound AI: The framework powering scalable autonomy

Prof. Shai Shalev-Shwartz and Prof. Amnon Shashua
President and CEO at Driving AI

5 Takeaways from Mobileye's AI day

Monolithic versus compound AI systems in LLMs and autonomous driving.

Autonomous decisions: The bias-variance tradeoff in self-driving technology

Prof. Amnon Shashua and Prof. Shai Shalev-Shwartz

Are we on the edge of a “ChatGPT moment” for autonomous driving?

Prof. Shai Shalev-Shwartz and Prof. Amnon Shashua

Powerful computer vision tech and natural language models turn industry’s leading dataset into AV training gold mine.

Mobileye’s Self-Driving Secret? 200PB of Data

Computers in the trunk of Mobileye's autonomous development vehicle

Mobileye Drive™ advances autonomous mobility in Germany

All our blogs

Diagnosing the long tail: how Mobileye turns edge cases into targeted training

Driving the long tail

Why learning from data gets harder in the tail

Compound AI: The framework powering scalable autonomy

5 Takeaways from Mobileye's AI day

Autonomous decisions: The bias-variance tradeoff in self-driving technology

Are we on the edge of a “ChatGPT moment” for autonomous driving?

Mobileye’s Self-Driving Secret? 200PB of Data

Moving our Machine Learning to the Cloud Inspired Innovation