We consider a binary system with binary components, conditionally inde
pendent components given the component reliabilities, and random, posi
tively dependent (associated) component reliabilities. An upper bound
is derived for the moments of the (random) reliability function, corre
sponding to the well-known minimal path upper bound for the non-random
case. This extends a result of Natvig & Eide (1987). In addition we u
se the inequality to derive a new upper bound for the second moment of
the reliability function, based on minimal cut sets.