For my test under the Local Data tab, I created columns and bound steps to them. I then had to change the schema (add a column in this case) but the Bindings wouldn't refresh with the updated list of columns. I couldn't find anything to refresh the bindings so I had to close the app and reopen it.

Later a similar issue occurred but binding to an External Excel file.

v 2016.2.630.0