The Mandelbrot Set is a set of complex numbers that produces a distinctive fractal shape when plotted in the complex plane, characterized by its intricate, self-similar boundary that reveals infinite detail upon magnification. It serves as a visual representation of mathematical chaos and complexity, illustrating how simple rules can lead to infinitely complex structures.