Machine learning has achieved significant progress in recent years, with systems surpassing human abilities in diverse tasks. However, the true difficulty lies not just in training these models, but in implementing them optimally in everyday use cases. This is where AI inference comes into play, emerging as a key area for scientists and tech leader