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The rise of shared mobility and ride-hailing services has also reshaped transportation dynamics. Companies like Uber, Lyft, and autonomous fleet startups are exploring ways to optimize urban mobility while reducing congestion and emissions. The integration of electric and autonomous ride-hailing fleets is expected to make transportation more efficient, accessible, and environmentally friendly. Car subscription models and on-demand vehicle rentals are also gaining popularity, providing consumers with flexible ownership alternatives. These trends indicate a shift away from traditional car ownership, emphasizing mobility as a service (MaaS) rather than individual vehicle ownership.        IBM quantum computer

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Autonomous driving technology is another key area of transformation, with advancements in artificial intelligence, sensor fusion, and LiDAR systems pushing the boundaries of self-driving capabilities. Companies like Waymo, Tesla, and NVIDIA are developing advanced driver-assistance systems (ADAS) that improve road safety and driving efficiency. Levels of automation, ranging from Level 1 (basic assistance) to Level 5 (full autonomy), are being integrated into modern vehicles, with semi-autonomous features like adaptive cruise control and lane-keeping assist becoming standard in many models. The future of self-driving cars depends on regulatory approval, infrastructure improvements, and AI reliability, but the industry is steadily moving towards fully autonomous mobility.        quantum computing 2025

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