House of Representatives was designed to allow for direct election and therefore allow for the “stupid” (as you call it) common man to influence government. Most of the other branches (e.g. judicial, executive, and the Senate) were appointed by the supposedly “non-stupid” members of legislatures and judicial boards.
The answer to the last question is no one should decide who is ignorant, as the thought of having someone decide this is well ... ignorant.