Briefly describe the various AI and ML challenges in key components of Smart

Cities.

Smart Cities integrate multiple technologies and solutions to manage a city's assets, optimize urban flows, and improve the well-being of its citizens. Given the complexity and interconnectedness of systems within a smart city, integrating AI and ML poses several challenges. Here's a breakdown of challenges in key components of smart cities:

1. Infrastructure & Urban Planning:
   • Data Quality and Quantity: Infrastructure management requires massive, quality data, but there might be missing, inconsistent, or low-resolution data which affects the AI models' performance.
   • Integration: Merging data from old infrastructures (legacy systems) with new technologies can be a challenge.
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