Actually, technically speaking, those should both be pronounced "fohrt." It comes from Middle French. The prevalence of the "fohr-tay" pronunciation is likely due to confusion as a false cognate with the musical term "forte," meaning "loudly" or "strong," which comes from Italian.
Yep. Of course, usage determines propriety in the long run, and therefore, most dictionaries today acknowledge "for-tay" as a valid pronunciation, just as they generally regard "octopi" as a valid plural of "octopus" right alongside "octopuses." (Though, if we really want to be technical, it should probably be "octopodes.")