REASONING THROUGH ARTIFICIAL INTELLIGENCE: THE LOOMING BOUNDARY DRIVING PERVASIVE AND RESOURCE-CONSCIOUS DEEP LEARNING TECHNOLOGIES

Machine learning has achieved significant progress in recent years, with models matching human capabilities in diverse tasks. However, the true difficulty lies not just in creating these models, but in deploying them effectively in real-world applications. This is where AI inference becomes crucial, surfacing as a critical focus for scientists and