Something is obviously not quantum-secure if it's broken on a classical computer. FHE schemes in particular are instantiated with schemes that are believed to offer both classical security and post-quantum security.
It was a joke, built on some comments on a recent Security Now podcast, where they made fun of Quantum computing's current inability to compute the simplest things accurately, and the possibility that Quantum computing never will evolve into something that can surpass legacy computers.
