Mobileye Blog | Explore Insights, Trends, and Updates

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

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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

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ADAS

Autonomous Driving

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EyeQ & Compute

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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

Physical AI can take many forms. At Mobileye, the focus is centered around both autonomous vehicles and humanoid robotics.

Physical AI at Mobileye: From autonomous vehicles to humanoid robots

ADAS begins to move toward ADES: advanced driver experience systems.

Hands-off driving goes mainstream: enabling L2+ at scale

Despite regional differences, several clear trends are emerging across regulatory frameworks.

ADAS Regulations overview: What every automaker needs to know

The real challenge that remains now with robotaxis is scaling them safely, economically, and collaboratively.

MaaS and robotaxis at scale: Why collaboration, not just AI, makes all the difference

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

Explore how TÜV SÜD evaluates AV safety, and how Mobileye’s Safety Management System meets SAE Level 4 and EU standards for real-world deployment

TÜV SÜD certifies Mobileye’s AV safety approach for SAE Level 4

Cameras are cost-effective sensors to produce

Three reasons camera-first ADAS enables scalable automated driving

Mobileye enabled the technology by delivering the autonomous driving functionality.

From neighborhoods to networks: MaaS in Oslo's Grorud Valley

Autonomous driving: three quick truths

What are some common misconceptions in the AV industry?

Made for reduced hardware overhead, simplified software integration, and overall system architecture.

The era of scalable premium-level, hands-off driving

These announcements mark a new phase for the company.

Prof. Amnon Shashua at CES 2026: Robotaxi updates, breakthroughs in AI, and robotics

Software embedded in vehicle platforms, which has grown over time to exceed 100 million lines of code.

The shift towards centralized intelligence

This approach is designed to address one of automotive imaging’s most persistent challenges.

How Mobileye reimagines camera design with dual HDR image capture

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