It is not possible for them to stop as it will always go back to being profitable at some point and nobody will miss the chance to mine then.
This is true. It'll always reach an equilibrium where it will be profitable to mine for someone. I think only a tragedy would mean everyone stops mining Bitcoin, or if the price suddenly tanks to almost zero.