Recently, Bretherton and Battisti (1999) have presented an interesting inte
rpretation of ensemble experiments with atmospheric general circulation mod
els (AGCMs) forced by observed sea surface temperature (SST) whose mean suc
cessfully simulates the decadal evolution of the observed North Atlantic Os
cillation (NAO) index:. Using a linear model of atmosphere/ocean interactio
n, they plausibly argue that this hind-cast skill, as measured by low-pass
correlations between observed and simulated indices, is consistent with the
ocean mixed layer merely integrating stochastic surface heat flux forcing
governed by the natural variability of the atmosphere. They go on to sugges
t, however, that predictability associated with middle-latitude SST anomali
es is limited to timescales associated with the thermal inertia of the ocea
nic mixed layer (perhaps a year). Here, we include ocean circulation in a s
imple coupled ocean-atmosphere model and also consider hypothetical limits
in which the coupled system is highly predictable at low frequencies. We fi
nd that low pass correlations between observed and simulated NAO indices, o
btained from ensembles of SST-forced AGCMs, are insensitive to the predicta
bility of the system. Thus inferences about predictability of the atmospher
e-ocean system cannot be made on the basis of this measure of the hindcast
skill of atmosphere-only simulations.