Automatic weapons were in fact in the public consciousness at the time of the founding, and the Gatling Gun existed and was used in the Civil War with no restrictions on who may own one.

I dare say, this thought that people so well read they could architect a country were not aware of the State of the Art in weaponry is rather naive.