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• W1579388631 abstract "This chapter first gives a general discussion of the strategy of distinguishing what David Mart called “different kinds of explanation at different levels of description” (“different levels of explanation,” in short), and then briefly examines the levels of explanation in software engineering. It is argued that the strategy of distinguishing levels is applicable to psychology and that there is a close parallel between the levels of explanation identified in software engineering and those in psychology and artificial intelligence (AI). The strategy of distinguishing levels also looms large in complexity analysis. It shows that complexity analysis allows raising a new form of skeptical challenge to human rationality. It is argued that such a challenge can be answered not by examining cognitive processes going on inside the head but by examining the structure of the environment in which cognition functions. Finally, this chapter shows that the skeptical challenge to human rationality also poses serious threats to the possibility of cognitive technology because the challenge is based on the claim that cognitive problems are in general intractable. It shows that an examination of how the human mind deals with the problem of intractability can provide an answer to the question of how cognitive technology is possible. The answer is outlined in the manifesto of a research strategy in the final section." @default.
• W1579388631 created "2016-06-24" @default.
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• W1579388631 date "1996-01-01" @default.
• W1579388631 modified "2023-09-26" @default.
• W1579388631 title "Chapter 6 Levels of explanation: Complexity and ecology" @default.
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• W1579388631 doi "https://doi.org/10.1016/s0166-4115(96)80026-4" @default.
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