I post links so you can find answers. Try
https://en.wikipedia.org/wiki/Solar_pond#Description. You'll see that it works by stratification, any mixing would kill the 2% efficiency.
The cutt-and-bleeding edge of tech is a membrane to separate the brine and potable water.