There are tons of autoplaying videos, and each one takes a few % of my CPU. The biggest difference for me was the one just after the heading "Who needs December 30, 2011 anyway".
Turning off autoplay (e.g. media.autoplay.enabled in Firefox) fixed it. You can still play each video by right-clicking on it.