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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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