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Mobileye is a computer vision, machine learning and data analytics company focused on advanced driver assistance systems (ADAS) andautomatic drivingsolutions company. It is leading innovation and change in the field of autonomous driving and driver assistance with its cutting-edge technology.

Founded in 1999, Mobileye is headquartered in Jerusalem, Israel, and has offices in multiple locations around the world, including Midtown Manhattan in the U.S., Shanghai, China, Tokyo, Japan, and Düsseldorf, Germany. Since its founding, Mobileye has been deeply committed to autonomous driving technology, expanding its ADAS product range and leading the industry's evolution towards the development of consumer-grade autonomous vehicle solutions.

Mobileye's products are characterized by the following key features:

1. Efficient Hardware Accelerator Architecture: By using an efficient hardware gas pedal architecture, Mobileye delivers state-of-the-art computer vision performance in a low-power range. This is exemplified by its EyeQ family of chips, which integrate high-performance processors and specialized gas pedals to support complex vision processing tasks.
2. Advanced Mathematical Model for Autonomous Driving Safety RSS: Mobileye proposes Responsibility-Sensitivity Safety (RSS), a mathematical model designed for the safety of self-driving cars. The model ensures the safety performance of self-driving cars by formalizing common sense driving and specifying a series of logically feasible rules and provisions for facing dangerous scenarios.
3. Packaged model provides high acceptance: Mobileye's chip + system packaged model has better acceptance for OEMs with poor software development capabilities or low AI investment. The model will be tightly coupled with the chip and autonomous driving algorithms, packaged and supplied to Tier1 OEMs, enabling OEMs to quickly obtain intelligent capabilities.
4. Continuous iteration, small steps: Mobileye's solutions are able to leverage previous algorithms and data results for continuous iteration and optimization. This strategy allows Mobileye's autonomous driving systems to adapt to new environments and demands and stay ahead of the curve.

In terms of application scenarios, Mobileye's products and technologies are widely used in the following areas:

1. Advanced Driver Assistance System (ADAS): Mobileye's EyeQ family of chips and algorithms provide the core technical support for ADAS, including functions such as adaptive cruise control, automatic emergency braking, and lane keeping assist. These features improve driving comfort and safety.
2. Self-driving cabs and logistics vehicles: Mobileye's self-driving systems are used in areas such as self-driving cabs and logistics vehicles. These vehicles are able to drive autonomously, reducing reliance on drivers and improving transportation efficiency and safety.
3. Smart Cities and Intelligent Transportation Systems: Mobileye's technology can also be applied to smart cities and intelligent transportation systems, such as traffic signal control, congestion management, and automated parking. These applications help to improve urban traffic conditions and urban operational efficiency.

In terms of technology, Mobileye has strong computer vision, machine learning, map technology and data analysis capabilities. Its core technologies include Mobileye EyeQ series chips, imaging radar, SuperVision system, and Chauffeur autonomous driving system. These technologies provide self-driving cars with comprehensive sensing, decision-making and control capabilities, enabling them to drive safely and reliably in a variety of complex environments.

In terms of commercialization, Mobileye has established partnerships with more than 50 automakers worldwide, including Volkswagen, Ford, and Pole Krypton, etc. Total Mobileye EyeQ chip sales have exceeded 150 million as of December 2023, making it one of the world's leading suppliers of ADAS and autonomous driving technology.

In addition, Mobileye also actively participates in the development and promotion of automated driving standards, making positive contributions to the development of the automated driving industry. At the same time, Mobileye is also committed to promoting the intelligence of the travel service infrastructure, bringing a more convenient, safe and intelligent experience for future travel.

In summary, Mobileye has made significant achievements in the field of autonomous driving and continues to lead the industry in innovation and development with its advanced technology and extensive commercialization experience.