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==== Neat vs. scruffy ==== {{Main|Neats and scruffies}} "Neats" hope that intelligent behavior is described using simple, elegant principles (such as [[logic]], [[optimization]], or [[Artificial neural network|neural networks]]). "Scruffies" expect that it necessarily requires solving a large number of unrelated problems. Neats defend their programs with theoretical rigor, scruffies rely mainly on incremental testing to see if they work. This issue was actively discussed in the 1970s and 1980s,<ref>[[Neats vs. scruffies]], the historic debate: {{Harvtxt|McCorduck|2004|pp=421β424, 486β489}}, {{Harvtxt|Crevier|1993|p=168}}, {{Harvtxt|Nilsson|1983|pp=10β11}}, {{Harvtxt|Russell|Norvig|2021|p=24}} A classic example of the "scruffy" approach to intelligence: {{Harvtxt|Minsky|1986}} A modern example of neat AI and its aspirations in the 21st century: {{Harvtxt|Domingos|2015}}</ref> but eventually was seen as irrelevant. Modern AI has elements of both.
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