$\ce{Cu + (dil) H2SO4 -> No Reaction}$
but
$\ce{Cu + (conc) H2SO4 -> CuSO4 + SO2 + H2O}$
What is the difference between the dilute and concentrated acid that one reacts but the other doesn't? They both are the same thing except that dilute one has more water than the concentrated one.