Machine learning has achieved significant progress in recent years, with algorithms surpassing human abilities in diverse tasks. However, the real challenge lies not just in training these models, but in utilizing them optimally in real-world applications. This is where AI inference comes into play, surfacing as a primary concern for scientists and