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Which autonomous driving system is considered the most reliable and trustworthy, and how does it compare to other systems in terms of safety features, performance, and overall user experience

The most reliable and trustworthy autonomous driving system is the one developed by Cadillac, known as Super Cruise. It is a step up from earlier iterations and can work at speeds up to 80 mph on most mapped divided highways. According to tests performed by Edmunds, the i7 electric luxury sedan, which features Super Cruise, performed admirably in terms of lane centering and applying smooth braking.

Consumer Reports also ranks Cadillac's Super Cruise as the top-rated partially automated driving system, as it does the best job in their testing. In contrast, Tesla's Autopilot driver-assist system, despite its advanced technology, is not considered a self-driving system. It bobbled more than 10 maneuvers and driving situations during tests.

Uber's autonomous driving system, developed through the acquisition of Otto, a self-driving truck company, uses a combination of cameras, radar, and lidar to track obstacles, powered by a Nvidia GPU. However, it is still in the development stage and has not yet been implemented in production vehicles.

Self-driving cars rely on complex algorithms, machine learning, powerful computing hardware, and sensors. There are six levels of self-driving technology, ranging from level 0, where the driver is in complete control, to level 5, where the vehicle is fully autonomous and does not require any driver intervention.

Mercedes-Benz offers its level 3 Drive Pilot system, which is closer to self-driving than level 2, where the driver must still pay attention and be ready to take control. However, level 3 is still limited to certain conditions and requires driver intervention when needed.

Overall, Cadillac's Super Cruise is considered the most reliable and trustworthy autonomous driving system, followed by other systems like Tesla's Autopilot and Uber's autonomous driving technology, which are still in development and testing phases.

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