© 2000 Todd Neller.  A.I.M.A. text figures © 1995 Prentice Hall.  Used by permission.
Difficulties
•expressivity - limits of what knowledge a logic can express
•tractability - limits of what can be reasoned within computational constraints
•fundamental tradeoff between expressivity and tractability
•knowledge acquisition - the difficulty of expressing and codifying human knowledge