Has there been any progress on the analysis or formalization of the how or why of the Mandelbrot set's infinite beauty and complexity from such a simple formula

Has there been any progress on the analysis or formalization of the how or why of the Mandelbrot set's infinite beauty and complexity from such a simple formula? Sorry for the poor framing of my question... Just seems there is something to be learned from the set beyond just that it exists and looks cool.