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Machine learning has advanced considerably in recent years, with algorithms surpassing human abilities in various tasks. However, the real challenge lies not just in developing these models, but in utilizing them efficiently in everyday use cases. This is where inference in AI takes center stage, emerging as a critical focus for scientists and tech