An unexpected fact is less readily absorbed than one which was expected. It follows that an unlikely or unexpected fact contains more information. I.E. reducing ignorance can be regarded as reducing uncertainty about a given state of affairs.
0:00:00 - Opening
0:04:44 - On The Psychology of Military Incompetence. Norman Dixon.