Artificial General Intelligence (AGI) describes a hypothetical Artificial Intelligence capable of understanding, learning, and applying intellect across a broad spectrum of tasks, akin to human cognition. Unlike specialized AI, AGI could theoretically perform any intellectual task a human can, representing a profound future frontier in Machine Learning research.