In Episode 75 of The Quantum Computing Podcast, Lucas and Luna explore how quantum algorithms are being applied to urban traffic optimization. They focus on Volkswagen's 2019 pilot in Lisbon, where a quantum-inspired algorithm helped 2,000 taxis reduce travel time by 15 percent. The discussion covers the limitations of classical traffic models, how quantum annealing can solve the 'traveling salesman problem' at scale, and the challenges of real-world deployment, including latency and infrastructure costs. Lucas explains why hybrid quantum-classical approaches are currently more viable than full quantum solutions, and Luna asks whether cities are ready to adopt quantum traffic control. The episode includes concrete numbers, comparisons with classical heuristics, and a look at what needs to happen for quantum traffic optimization to reach major cities by 2030.

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