Here is an example of an amusing "Fast and Frugal" heuristic for evaluating claims with a lot of missing knowledge and required computation: http://xkcd.com/678/
See also "How to lie with statistics" , an oldie but goodie
http://www.amazon.com/How-Lie-Statistics-Darrell-Huff/dp/0393310728
The "serious problems" and "conflicts and inconsistencies" was meant to suggest that BRAGI had hit some kind of wall in self improvement because of its current goal system. It wasn't released - it escaped, and its smart enough to realize it has a serious problem it doesn't yet know how to solve, and it predicts bad results if it asks for help from its creators.
Hi! 8-)