Artificial Intelligence has made remarkable strides in recent years, with algorithms achieving human-level performance in various tasks. However, the real challenge lies not just in developing these models, but in implementing them effectively in everyday use cases. This is where AI inference comes into play, emerging as a critical focus for resear