  We resum threshold double logarithms that appear in inclusive production of
heavy quarkonium. This resolves the catastrophic failure of fixed-order
perturbation theory where quarkonium cross sections at large transverse
momentum can turn negative due to large radiative corrections. We find that
resummation is imperative for describing measured prompt production rates of
$J/\psi$ at large transverse momentum.
