We present numerical evidence for the approximate SO(5) symmetry of th
e Hubbard model on a 10-site cluster. Various dynamic correlation func
tions involving the pi operators, the generators of the SO(5) algebra,
are studied using exact diagonalization, and are found to possess sha
rp collective peaks. Our numerical results also lend support to the in
terpretation of the recent resonant neutron scattering peaks in the YB
CO superconductors in terms of the Goldstone modes of the spontaneousl
y broken SO(5) symmetry. Perturbations such as longer-ranged hoppings
and interactions do not suppress the pi resonance in interesting param
eter regimes.