How many spaces after a period

As captioned.

I was surprised to learned from a manager that the "formal" way to do this is "two spaces". I really did not buy it. I checked it up (one year later), and found he was wrong.

So there is this link:
http://www.slate.com/articles/technology/technology/2011/01/space_invaders.html