If we specialize algebraic equations having good properties, we usually face degeneracies. Starting with a bad specialization, we can try to improve it , performing modifications under control. If we succeed to get a new specialization with the initial good properties preserved,we get a permanence statement. We shall present examples of permanence with particular interest concerning semi-stable models.