That's nothing new for Penrose, he wrote about it in Emperor's New Mind. His whole argument is based on noncomputability, and he points out in the book that ordinary quantum computers can't do the noncomputable.

And of course if he were right and we did figure out the physics of it, there'd be nothing to prevent us from building hardware that uses the same physics.