Machine learning has made remarkable strides in recent years, with algorithms matching human capabilities in diverse tasks. However, the real challenge lies not just in training these models, but in implementing them effectively in everyday use cases. This is where AI inference comes into play, arising as a key area for scientists and tech leaders