In this special episode of the Smart Cities World Podcast, host Luke Antoniou welcomes Youssef Nadiri, Product and BDM Smart Cities & Spaces for PNY Technologies, to explore one of the most exciting frontiers in urban innovation: edge AI. As cities around the globe race to become smarter, safer, and more responsive, understanding the role of edge AI has never been more important. The conversation kicks off with a breakdown of what edge AI is – and how it stands apart from both traditional cloud-based AI and general edge computing. Youssef demystifies the technology, explaining how bringing AI computation closer to where data is generated can unlock new levels of efficiency, privacy, and real-time responsiveness for city operations. But the journey doesn’t stop at definitions. Youssef dives into the practical realities of deploying edge AI in urban environments. Listeners will learn why cities don’t need to overhaul their entire infrastructure to get started, and how incremental, scalable approaches can deliver immediate benefits. From optimising traffic flow and enhancing public safety to improving the daily experience of citizens, edge AI is already making a tangible impact. The episode also tackles some of the most pressing questions facing city leaders and urban planners today. How can municipalities ensure data privacy and security as they adopt new technologies? What should they look for in technology partners to guarantee robust, future-proof solutions? And how can digital twins and AI Centres of Excellence help cities not only manage their own operations, but also foster economic growth for local businesses and startups? Throughout the discussion, you’ll hear real-world examples, strategic advice, and forward-looking ideas that will inspire anyone interested in the future of cities. To find out more about Youssef and PNY's edge AI work for smart cities, click here. To download the SmartCitiesWorld Edge AI Trend Report, click here – or to see our panel discussion on the topic, featuring Youssef, click here.