Every time I try to get some handle on the essence of this topic I fail. No different here. In the second paragraph it defines manifolds as "... shapes that look flat to an ant living on them, even though they might have a more complicated global structure"

So manifolds are complicated shapes that are at large enough a scale that an ant (which species?) will think they're flat....ok