Criticism of the authors' functional theory of the McCollough effect (
ME) is answered. The critics claim that MEs can be explained as classi
cal conditioning effects. It is not disputed that the association-form
ing process in MEs shares much in common with classical conditioning,
but there are still problems, practical and theoretical, with this acc
ount. It also misdirects attention from more important matters. The ro
le of MEs in assuring a proper fit between representation and environm
ent is reasserted, which seems to be the strongest reason for studying
these effects. The functional theory aims to model the processes of e
rror correction by means of which valid representation of the environm
ent is maintained. It therefore belongs in a different tradition from
that proclaimed by its critics.