Sounds like the seal in the window is broken. Sometimes that happens with double pane windows. It doesn't affect the function of the window but it does make it a cosmetic issue. Moisture builds in there whick looks bad. In most case's, that sash can be replaced.
Please let me know if I can answer anything else.