This seems like an accurate and a highly relevant point. Searching a solution space faster doesn't mean one can find a better solution if it isn't there.

Or if your search algorithm never accesses relevant search space. Quantitative advantage in one system does not translate into quantitative advantage in a qualitatively different system.