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