The stability of the random field Ising model (RFIM) against spin glas
s (SG) fluctuations, as investigated by Mezard and Young, is naturally
expressed via Legendre transforms, stability being then associated wi
th the non-negativeness of eigenvalues of the inverse of a generalized
SG susceptibility matrix. It is found that the signal for the occurre
nce of the SG transition will manifest itself in free-energy fluctuati
ons only, and not in the free energy itself. Eigenvalues of the invers
e SG susceptibility matrix are then investigated by the Rayleigh Ritz
method which provides an upper bound. Coming from the paramagnetic pha
se on the Curie Line, one is able to use a virial-like relationship ge
nerated by scaling the single unit length (D < 6; in higher dimension
a new length sets in, the inverse momentum cut off). Instability towar
ds a SG phase being probed on pairs of distinct replicas, it follows t
hat, despite the repulsive coupling of the RFIM the effective pair cou
pling is attractive (at least for small values of the parameter g<(Del
ta)over bar>, g the coupling and <(Delta)over bar> the effective rando
m field fluctuation). As a result, ''bound states'' associated with re
plica pairs (negative eigenvalues) provide the instability signature.
Away from the Curie line, the attraction is damped out till the SG tra
nsition line is reached and paramagnetism restored. In D < 6, the SG t
ransition always precedes the ferromagnetic One, thus the domain in di
mension where standard dimensional reduction would apply (on the Curie
line) shrinks to zero.