Drilling is not the problem which stands in the way for using earth warmth.
It is pollution of ground water, risk of earth quakes, transportation of the heat, local cool down and having to drill new wholes.
In Europe we have tried, and tested with wholes up to 1km depth but it is not as ideal as one might think. Otherwise it would have been used on a large scale already.