Some challenges and grand challenges for computational intelligence

The challenges and grand challenges for researchers doing computational intelligence, in the artificial intelligence area of computer science, are discussed. There is a need to facilitate the building of general and specific ontologies. It is suggested to give the multitude of web page creators a markup language in which each can do an extensive semantic markup of textual submission. To implement the Grand Vision, knowledge engineers must build a system of 'semantic scrapers' that will access the semantic markups, integrate them appropriately into the growing knowledge base.