If the arrangement of atoms in a substance changes, then the overall chemical properties and reactivities of that particular substance changes as well.
The amount of the solute is constant during dilution. So the mole number of HCl is 2*1.5=3 mole. The volume of HCl stock is 3/12=0.25 L. So using 0.25 L stock solution and dilute to 2.0 L.