Yeah, some older Pics of the AA have it pictured as a Bullpup, but as long as there is nothing in the text about it being short, I'll keep it as a long gun.
Going by Illustrations opens up a bit to much room for additional inconsistencies (eg Steyr TMP with foregrip, FN HAR being a Bullpup, nothing of that getting mentioned in the rules).