Comment by ovolve

Trying every possibility was way too slow (branching factor of ~15 to 20), so it only searches the most "annoying" moves, where annoying is defined by lining up with the highest value tiles and not being adjacent to other 2's (or 4's). The game is random though, so it can and does make moves that haven't been searched.