We analyze the collective spin noise in interacting spin systems. General e
xpressions are derived for the short-time behavior of spin systems with gen
eral spin-spin interactions, and we suggest optimum experimental conditions
for the detection of spin squeezing. For Ising models with site-dependent
nearest-neighbor interactions, general expressions are presented for the sp
in squeezing parameter for all times. The reduction of collective spin nois
e can be used to verify the entangling powers of quantum computer architect
ures based on interacting spins.