Fifteen years of work on nonmonotonic logic has certainly increased ou
r understanding of the area. However, given a problem in which nonmono
tonic reasoning is called for, it is far from clear how one should go
about modeling the problem using the various approaches. We explore th
is issue in the context on two of the the best-known approaches, Reite
r's default logic and Moore's autoepistemic logic, as well as two rela
ted notions of ''only knowing'', due to Halpern and Moses and to Leves
que. In particular, we return to the original technical definitions gi
ven in these papers and examine the extent to which they capture the i
ntuitions they were designed to capture.