AI has achieved significant progress in recent years, with systems achieving human-level performance in numerous tasks. However, the real challenge lies not just in creating these models, but in deploying them effectively in practical scenarios. This is where AI inference becomes crucial, surfacing as a primary concern for researchers and industry