  We show that for low enough temperatures, but still above the AT line, the
Jacobian of the TAP equations for the SK model has a macroscopic fraction of
eigenvalues outside the unit interval. This provides a simple explanation for
the numerical instability of the fixed points, which thus occurs already in
high temperature. The insight leads to some algorithmic considerations on the
low temperature regime, also briefly discussed.
