Funny, the sequence I learned somehow is Alt-Space, down arrow, Enter (this selects Move), tap any arrow key. Now the window follows your cursor until you click. I'll try X next time.
I always did Alt-Space, M to select Move. Of course, this was easier to know before they hid the underline cues by default so you'd know what hotkeys were what :)