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ABSTRACT (Maximum 200 words)The purpose of this program was to analyze the process of complex system design to determine why designers often fail to consider potentially valuable technical information in making design decisions.Based on this analysis, the goal was to define functional requirements for a new class of supports that will enhance designers' access and use of such information.Termed Designer's Associates, these supports derive from a thorough understanding of designer's tasks and the services that intelligent computing technologies make possible.14. The purpose of this program was to analyze the process of complex system design to determine why designers often fail to consider potentially valuable technical information in making design decisions. Based on this analysis, the goal was to define functional requirements for a new class of supports that will enhance designers' access and use of such information. Termed Designer's Associates, these supports derive from a thorough understanding of designers' tasks and the services that intelligent computing technologies make possible.Relevant design information exists in a variety of places, expressed in many forms, of varying quality, etc. It includes both system-specific and system-independent elements. Information also tends to be distributed across "data islands," making availability a problem. The designer may not be aware of, misinterpret, or not value relevant information that could improve his decisions. For better or worse, each designer assesses the costs and benefits associated with information access, and acts in accord with this evaluation. A poor evaluation can effectively block information from affecting design choices. The surrounding milieu, which is composed of co-workers, organizations and technology, can interfere with access and use in a variety of direct and subtle ways.One approach for improving information access and utilization is through use of a new concept in intelligent computer-based supports called "mixed-initiative support systems." In these systems, decision-making authority and task performance can be delegated to machine intelligence to augment human performance. Based on successful application of mixed-initiative systems in the aviation and process control domains, we examine the prospects for applying this technology to information access and use in design. We consider technological needs, system architecture, and how such a support system might be evaluated. The effort involved our examining the processes by which complex systems evolve, with most examples taken from military aircraft and aircr...