Machine learning has advanced considerably in recent years, with systems achieving human-level performance in numerous tasks. However, the true difficulty lies not just in creating these models, but in utilizing them optimally in everyday use cases. This is where AI inference comes into play, emerging as a critical focus for researchers and industr