Why has beauty failed us? Such mathematical beauty is produced by the conscious mind, and the mind is created (via the brain) from the action of the laws of physics. Perhaps it's because the self-referential circuit Math -> Physics -> Mind -> Math can't exist that Math can't fully explain Physics, and e.g. GR and QM will never be united via a "beautiful" mathematical theory.