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To build a machine that has `common sense was once a principal goal in the field of Artificial Intelligence. But most researchers in recent years have retreated from that ambitious aim. Instead, each developed some special technique that could deal with some class of problem well, but does poorly at almost everything else.
Minsky et al. (Tue,) studied this question.
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