Machine learning has made remarkable strides in recent years, with algorithms surpassing human abilities in diverse tasks. However, the real challenge lies not just in creating these models, but in utilizing them optimally in practical scenarios. This is where inference in AI becomes crucial, arising as a key area for scientists and tech leaders al