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Embedded AI is an emerging field of artificial intelligence that involves integrating AI directly into hardware devices. Digital twins are virtual replicas of physical devices or systems that are created using real-time data gathered from sensors, which can be used to train AI models. This allows devices to make intelligent decisions and take actions based on real-time data without requiring a constant internet connection or relying on cloud computing. Embedded AI has the potential to revolutionize the way we interact with devices and systems, and the way they interact with us.