News Research: Single-GPU Systems Will Continue to Beat Quantum Computers for a While

If there were some way to project problems down to a lower-dimensional space, where it can naturally fit a quantum computer, then a hybrid approach might be viable. Either that, or if you could somehow use quantum computers to optimize metaparameters of your classical solution.