I am not sure how it happened, but my Alt key started opening the HUD. (I.e. like the Super key), losing focus out of the running app.
How can I disassociate it from openning the unity menu?
EDIT (OP here): I found an answer in How do I modify or disable the HUD's use of the Alt key?