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The edge AI hardware market is projected to grow significantly due to the trend towards reducing data load on cloud infrastructure. This is driven by the increasing demand for localized data processing and analytics, particularly in the wearables and smart home segments. Edge AI hardware allows for AI inference and analytics to be performed closer to the data source, resulting in improved responsiveness, privacy, and energy efficiency.