There are high levels of fecal bacteria in the water. You can read the news article here.
Please bookmark the Okaloosa County Health Department page for the most up to date beach water testing results.
To learn more about the Florida Healthy Beaches program click here.
I also find that the Florida Beaches app for Android (free on the Google Play store) stays on top of beach closures.