I've been yelled (and yes, it was yelled) at for having a smaller than one-quart bag. However, the overwhelming majority of transit through checkpoints have been smooth.

essxjay points out a hole in the system. Would not suggest trying that at smaller airports, as many of them are way overstaffed and have plenty of screeners sitting around watching everything you do.