We provide the first hardness result for the Covering Radius Problem on lattices (CRP). Namely, we show that for any large enough p \leqslant \infty there exists a constant cp gt 1 such that CRP in the \ell \rho norm is \Pi?_2-hard to approximate to within any constant less than c_p.