This is a specification field used as an input. It can be automatically updated but it is still an input for either future purchases or for standard cost specification. Because of this it is not a candidate for what you want.
Display of the current cost would likely mean a customization of a new, read-only, field.
If you are wanting to update the cost to the current moving average then you are basically getting into a standard cost method.