How to set all text in all slides to the same font?

Select all the slides (Ctrl+A) using the Outline view. You can then change the Font for the selected text.

In 2010 and 2013 its very simple

1) Home Tab > Replace (click More arrow) > Replace fonts

You should edit Slide Master. Set all fonts as the one you want in all slides in the Slide Master.