AI ANALYSIS: THE EMERGING PARADIGM ENABLING UBIQUITOUS AND RESOURCE-CONSCIOUS ARTIFICIAL INTELLIGENCE INTEGRATION

AI has made remarkable strides in recent years, with algorithms matching human capabilities in numerous tasks. However, the main hurdle lies not just in training these models, but in deploying them efficiently in practical scenarios. This is where inference in AI becomes crucial, emerging as a critical focus for researchers and industry professiona

Artificial Intelligence has advanced considerably in recent years, with systems surpassing human abilities in diverse tasks. However, the real challenge lies not just in training these models, but in deploying them efficiently in practical scenarios. This is where machine learning inference takes center stage, surfacing as a primary concern for sci