“AI will not replace humans; humans with AI will replace humans without AI.” — Ginni Rometty (attributed)
“AI will not replace humans; humans with AI will replace humans without AI.” — Ginni Rometty (attributed)

We don’t program computers with rules anymore, we teach them with examples Your phone guesses your route before you decide. A camera brightens a face without asking. A bank blocks a thief mid-purchase. None of this came from a giant rulebook. It came from machine learning (ML) software that learns patterns from data and keeps…

Introduction: Deconstructing a Buzzword Few terms in the 21st century have been as overused and as under-explained as Artificial Intelligence. From marketing campaigns to political debates, “AI” has become a placeholder for anything vaguely futuristic or algorithmic. But within the research community, AI remains a deeply technical, multidimensional discipline rooted in mathematics, computer science, and…