In ArcGIS Online June 2016 update, we have attempted to use the new "in the last" / "not in the last" functionality and it will not work. It gets rid of all of our points. Or throws a data error. The other date filters work.
Feel free to test on the field "DateFiled" in this service (try in the last 10 months) http://mapping.dublin.oh.us/arcgis/rest/services/Planning/MapServer/6