AI has achieved significant progress in recent years, with algorithms matching human capabilities in numerous tasks. However, the true difficulty lies not just in developing these models, but in implementing them efficiently in practical scenarios. This is where AI inference takes center stage, surfacing as a primary concern for scientists and tech