How much about Adrian did Emily not know?

How does anybody in this wacky universe of #TheInvisibleMan not know about how far Adrian's technological research went? Retaining secrecy is understandable but nobody discovered any goddamn evidence in his Batman cave?

NOT ONE PERSON?!
#TheInvisibleMan