Challenges in the field of expert systems

Most of tasks involved in the building, exploitation and maintenance of KBs are far from being trivial. In fact, there are many issues to be addressed in order to empirically prove the technology for expert systems to be mature and reliable. One of the major reasons is that it is difficult to find a way how new and prior knowledge can interact appropriately, and which unanticipated interactions are required by changes in the KB.