Artificial Intelligence has made remarkable strides in recent years, with systems surpassing human abilities in diverse tasks. However, the main hurdle lies not just in creating these models, but in utilizing them optimally in everyday use cases. This is where AI inference takes center stage, surfacing as a primary concern for scientists and tech l