AI has made remarkable strides in recent years, with systems matching human capabilities in various tasks. However, the true difficulty lies not just in developing these models, but in deploying them optimally in real-world applications. This is where inference in AI becomes crucial, emerging as a primary concern for scientists and tech leaders ali