Well, thank you everybody for all the helpful suggestions. But I learned how to do it by asking TopJimmy.

Apparently, it doesn't work using youtube's embed codes, which is how I've always posted videos anywhere, but you just insert the link for the video into the section that pops out after you push the little film strip icon, "Insert Video", next to the "Insert Image" icon and "Insert Link".