Several recent papers Cohen, 1990c; Flann and Dietterich, 1989] have presented learning systems that use, as background knowledge, an initial domain theory that is overgeneral: that is, a theory that deenes a concept that is a superset of the concept to be learned. Learning then becomes a problem of specializing the initial theory. Such an overgeneral theory is, of course, only one of many poss...