From what I hear, planning permission is easier than it was in the 90's, but they tend to make it hard work. This house was isolated and hardly what you call near other homes, so unless it's grade listed (you never do know), it could be demolished and started again.
The buyers it seems have other plans.
If Labour want to build thousands of new homes they should encourage it, but it ought to go to locals rather than speculators.