AI Models

How Mobileye advances animal detection on the road

Explore the challenges of wildlife detection, and how modern ADAS technologies are designed to help handle these unpredictable encounters.

The unpredictability of animal encounters makes it difficult to collect consistent data for training.

Explore the challenges of wildlife detection, and how modern ADAS technologies are designed to help handle these unpredictable encounters.

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ADAS

Autonomous Driving

Robotaxi

Physical AI

Computer Vision

AI Models

Sensors

Mapping & REM

EyeQ & Compute

Safety

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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

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

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

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

How Mobileye advances animal detection on the road

All our blogs

Why learning from data gets harder in the tail

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

Driving the long 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