Motivated by some recent criticisms to our alternative Langevin equation fo
r driven lattice gases (DLG) under an infinitely large driving field, we re
visit the derivation of such an equation, and test its validity. As a resul
t, an additional term, coming from a careful consideration of entropic cont
ributions, is added to the equation. This term heals all the recently repor
ted generic infrared singularities. The emerging equation is then identical
to that describing randomly driven diffusive systems. This fact confirms o
ur claim that the infinite driving limit is singular, and that the main rel
evant ingredient determining the critical behavior of the DLG in this limit
is the anisotropy and not the presence of a current. Different aspects of
our picture are discussed, and it is concluded that it constitutes a very p
lausible scenario to rationalize the critical behavior of the DLG and varia
nts of it.