The deep ocean depths have very high pressure and freezing temperatures. Could one or both of these characteristics be used to desalinate seawater?
Reverse osmosis uses high pressure to separate salt from seawater to make freshwater. Freezing seawater can also make freshwater. Less energy would be utilized in both processes.