You can't apply feats to splash weapons either. But bombs are considered as weapons you can apply feats to. So why can't you sneak attack with a bomb. Say if you roll to hit the opponent's AC rather than AC touch attack.
Wait a minute. In the Bomb description for Alchemist it states that bombs are considered weapons that an Alchemist can apply feats to. Why can't a person sneak attack with one?