Machine learning has made remarkable strides in recent years, with systems achieving human-level performance in diverse tasks. However, the real challenge lies not just in training these models, but in utilizing them optimally in everyday use cases. This is where AI inference comes into play, surfacing as a key area for scientists and industry prof