[Kamog]

How to take control of an A.I. empire and make it human-controlled:

Click the MENU button and then Players. When it asks for the Game Master Password, enter "master".
Now de-select computer control from any of the A.I. empires in the list.

When the newly player-controlled empire's turn comes up, enter "master" as the password in the login prompt.