This book offers a critical reconstruction of the fundamental ideas and methods in artificial intelligence (AI) research. By paying close attention to the metaphors of AI and their consequences for the field's patterns of success and failure, it argues for a reorientation of the field away from thought and toward activity. By considering computational ideas in a large, philosophical framework, the author eases critical dialogue between technology and the social sciences. AI can benefit from an understanding of the field in relation to human nature, and in return, it offers a powerful mode of...

This book offers a critical reconstruction of the fundamental ideas and methods in artificial intelligence (AI) research. By paying close attention to the metaphors of AI and their consequences for the field's patterns of success and failure, it argues for a reorientation of the field away from thought and toward activity. By considering computational ideas in a large, philosophical framework, the author eases critical dialogue between technology and the social sciences. AI can benefit from an understanding of the field in relation to human nature, and in return, it offers a powerful mode of...

This text deals with recent changes in the design of intelligent machines. New computer models of vision and navigation in animals suggest a different way to build machines. Cognition is viewed not just in terms of high-level "expertise," but in the ability to find one's way around the world, to learn new ways of seeing things, and to coordinate activity. This approach is called situated cognition. Situated Cognition differs from other purely philosophical treatises in that Clancey, an insider who has built expert systems for twenty years, explores the limitations of existing computer...

Likely places of learning in Japan include folkcraft village pottery workshops, the clubhouses of female shellfish divers, traditional theaters, and the neighborhood public bath. The education of potters, divers, actors, and other novices generates identity within their specific communities of practice. In this volume, a collection of nineteen case studies of situated learning in such likely places, the contributors take apprenticeship as a fundamental model of experiential education in authentic arenas of cultural practice. Together, the essays demonstrate a rich variety of Japanese...

Traditionally, human cognition has been seen and studied as existing solely "inside" a person, irrelevant to the social, physical, and artifactual context in which cognition takes place. This book reexamines the nature of cognition and proposes that a clearer understanding of human cognition would be achieved if it were conceptualized and studied as distributed among individuals; knowledge is socially constructed through collaborative efforts toward shared objectives within cultural surroundings, and that information is processed among individuals and the tools and artifacts provided by...

Changing Classes tells the story of Willow Run, a small, poor, ethnically-mixed town in Michigan's rust belt, a community in turmoil over the announced closing of a nearby auto assembly plant. As teachers and administrators began to find ways to make schooling more relevant to working-class children, two large-scale school reform initiatives swept into town: the Governor's "market-place" reforms and the National Science Foundation's "state systemic initiative." Against the backdrop of a post-fordist economy, the author shows complex linkages at work as society structures the development of...

The twenty-first century is a world in constant change. In A New Culture of Learning, Doug Thomas and John Seely Brown pursue an understanding of how the forces of change, and emerging waves of interest associated with these forces, inspire and invite us to imagine a future of learning that is as powerful as it is optimistic. Typically, when we think of culture, we think of an existing, stable entity that changes and evolves over long periods of time. In A New Culture, Thomas and Brown explore a second sense of culture, one that responds to its surroundings organically. It not only adapts, it...

Tools for navigating today's hyper-connected, rapidly changing, and radically contingent white water world.