Quite the opposite, a clever algorithm needs less compute, and can leverage extra compute even more.

Apologies, "clever" is a poor paraphrase of "domain-specific", or "methods that leveraged human understanding."[0]

0. http://www.incompleteideas.net/IncIdeas/BitterLesson.html