Accession Number : ADA187092
Title : Review of Winograd and Flores' Understanding Computers and Cognition: A Favorable Interpretation.
Descriptive Note : Technical rept.,
Corporate Author : STANFORD UNIV CA KNOWLEDGE SYSTEMS LAB
Personal Author(s) : Clancey, William J
PDF Url : ADA187092
Report Date : Jul 1986
Pagination or Media Count : 26
Abstract : Artificial intelligence researchers and cognitive scientists commonly believe that thinking involves manipulating representations. Thinking involves search, inference, and making choices. This is how we model reasoning and what goes on in the brain is similar. Winograd and Flores present a radically different view. They claim that our knowledge is not represented in the brain at all, but rather consists of an unformalized shared background, from which we articulate representations in order to cope with new situations. In contrast, computer programs contain only pre-selected objects and properties, and there is no basis for moving beyond this initial formalization when breakdown occurs. Winograd and Flores provide convincing arguments with examples familiar to most AI researchers. However, they significantly understate the role of representation in mediating intelligent behavior, specifically in the process of reflection, when representations are generated prior to physical action. Furthermore, they do not consider the practical benefits of expert systems and the extent of what can be accomplished. Nevertheless, the book is crisp and stimulating. It should make AI researchers more cautious about what they are doing, more aware of the nature of formalization, and more open to alternative views.
Descriptors : *ARTIFICIAL INTELLIGENCE, *PROGRAMMERS, *COGNITION, BRAIN, COMPUTER PROGRAMS, COMPUTERS, MODELS, REASONING, SCIENTISTS
Subject Categories : Computer Programming and Software
Distribution Statement : APPROVED FOR PUBLIC RELEASE